diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..096ce2c0c59d011d9ad095503f32dd466faf5306 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11949, "bytes_utf8": 11949, "lines": 399, "estimated_tokens": 3817}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 23908, "cached_input_tokens": 2432, "output_tokens": 124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..42c2ff9c51c86b7ed40f815bcbb07d2b4f35946b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0114f92368f0fd05", + "api_calls": 0, + "input_tokens": 23908, + "cached_input_tokens": 2432, + "output_tokens": 124, + "total_tokens": 24032, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3817, + "estimated_output_tokens": 108, + "estimated_total_tokens": 3925, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11407.42, + "sql_execution_elapsed_ms_total": 288.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_0114f92368f0fd05\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4c925e3d4540de3f8bcca77853b0ed0467d0f238 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:56:31.905530+00:00", + "ended_at": "2026-05-04T06:56:43.313027+00:00", + "elapsed_ms": 11407.42, + "prompt_metrics": { + "chars": 11949, + "bytes_utf8": 11949, + "lines": 399, + "estimated_tokens": 3817 + }, + "stdout_metrics": { + "chars": 707, + "bytes_utf8": 707, + "lines": 4, + "estimated_tokens": 212 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13184 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 383, + "bytes_utf8": 383, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 23908, + "cached_input_tokens": 2432, + "output_tokens": 124 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6de5b684f65dc3ff86b3cc752c3c1bd0a9bb5448 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_1, condition_col=nom_4.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "nom_1", + "condition_col": "nom_4", + "condition_value": "Bassoon", + "positive_value": "Oboe", + "negative_value": "Bassoon", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d865fed349e26fe1bac183053a8fcbf3ccda5080 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c6-3552-7db2-b373-bb63fe0c1390"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_1\\\",\\n AVG(CASE WHEN \\\"nom_4\\\" = 'Bassoon' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with group_col bound to \\\"nom_1\\\" and condition_col bound to \\\"nom_4\\\", using condition_value 'Bassoon'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23908,"cached_input_tokens":2432,"output_tokens":124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ba197e7d9e8b7cd528b20881f6877ccff60cee2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_1\",\n AVG(CASE WHEN \"nom_4\" = 'Bassoon' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with group_col bound to \"nom_1\" and condition_col bound to \"nom_4\", using condition_value 'Bassoon'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2e86232de1818df8205dd38b35855db0065962e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:56:32.145916Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:56:34.617304Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:56:42.613802Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a542f0ee0c78cd4f85bb962955d183b7bcf73caa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_1, condition_col=nom_4. +Result preview: [{"nom_1": "Triangle", "condition_rate": 0.23222240830681629}, {"nom_1": "Polygon", "condition_rate": 0.23130343358326647}, {"nom_1": "Star", "condition_rate": 0.22926106657371906}, {"nom_1": "Circle", "condition_rate": 0.2285101822079314}, {"nom_1": "Trapezoid", "condition_rate": 0.22669275852185686}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4f11dd6f9d80df7db7053ddb6fe86d4abf669d6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_0114f92368f0fd05 +-- problem_id: v2p_c14_b7768daadf9ee525 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", + AVG(CASE WHEN "nom_4" = 'Bassoon' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_1" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..37d314979aad414769bd0bdc77c652de2e571b9c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_1\",\n AVG(CASE WHEN \"nom_4\" = 'Bassoon' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_1\\\",\\n AVG(CASE WHEN \\\"nom_4\\\" = 'Bassoon' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"nom_1\", \"condition_rate\"], \"rows\": [{\"nom_1\": \"Triangle\", \"condition_rate\": 0.23222240830681629}, {\"nom_1\": \"Polygon\", \"condition_rate\": 0.23130343358326647}, {\"nom_1\": \"Star\", \"condition_rate\": 0.22926106657371906}, {\"nom_1\": \"Circle\", \"condition_rate\": 0.2285101822079314}, {\"nom_1\": \"Trapezoid\", \"condition_rate\": 0.22669275852185686}, {\"nom_1\": \"Square\", \"condition_rate\": 0.22513458475311007}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 288.28}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4873a80cf3ea844ff0d6316a2ff30aae62b24843 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:56:31.854914+00:00", + "ended_at": "2026-05-04T06:56:43.619341+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_0114f92368f0fd05", + "problem_id": "v2p_c14_b7768daadf9ee525", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_1, condition_col=nom_4.", + "bindings": { + "group_col": "nom_1", + "condition_col": "nom_4", + "condition_value": "Bassoon", + "positive_value": "Oboe", + "negative_value": "Bassoon", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_0114f92368f0fd05.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0114f92368f0fd05", + "api_calls": 0, + "input_tokens": 23908, + "cached_input_tokens": 2432, + "output_tokens": 124, + "total_tokens": 24032, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3817, + "estimated_output_tokens": 108, + "estimated_total_tokens": 3925, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11407.42, + "sql_execution_elapsed_ms_total": 288.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_0114f92368f0fd05\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f7342b56ec962703d5ba0c9e5ba69972a74dccd8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0114f92368f0fd05/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:56:43.330452+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11407.42, "started_at": "2026-05-04T06:56:31.905530+00:00", "ended_at": "2026-05-04T06:56:43.313027+00:00", "prompt_metrics": {"chars": 11949, "bytes_utf8": 11949, "lines": 399, "estimated_tokens": 3817}, "response_metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 23908, "cached_input_tokens": 2432, "output_tokens": 124}, "stderr_preview": "2026-05-04T06:56:32.145916Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:56:34.617304Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_2, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "ord_2", + "target_col": "target", + "target_value": "0", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..81476e72add3a1f3db57c3c35071133bb4f02272 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1de-1019-7861-8ab1-dcfa12dd6e06"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"ord_2\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"ord_2\\\", target_col=\\\"target\\\", target_value='0', min_support=5, and top_k=12. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":23424,"output_tokens":164}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3db6c388ee4af3af0365468d5e32e470b59f72b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"ord_2\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"ord_2\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"ord_2\", target_col=\"target\", target_value='0', min_support=5, and top_k=12. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6137c7236acc01002f3203e18bb241cb27c5bf70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:22:35.470745Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:22:37.906238Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:22:46.877070Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..982ac003632e403e5cc690d8f6f4169217b88957 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_2, target_col=target. +Result preview: [{"ord_2": "Freezing", "support": 99816, "focus_rate": 0.774785605514146}, {"ord_2": "Cold", "support": 33768, "focus_rate": 0.74212271973466}, {"ord_2": "Warm", "support": 19654, "focus_rate": 0.7112038261931414}, {"ord_2": "Hot", "support": 22227, "focus_rate": 0.6736851576910964}, {"ord_2": "Boiling Hot", "support": 60627, "focus_rate": 0.6390387121249608}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a568d9f7017a21cf9245ef949b5efe8c0bdc861e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_0141e86c3f3ea479 +-- problem_id: v2p_c14_30d5c6db9eadcf02 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_2", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "ord_2" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0a0f9da820441bb6e016bda04b58a9ca23de7fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"ord_2\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"ord_2\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"ord_2\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\", \"columns\": [\"ord_2\", \"support\", \"focus_rate\"], \"rows\": [{\"ord_2\": \"Freezing\", \"support\": 99816, \"focus_rate\": 0.774785605514146}, {\"ord_2\": \"Cold\", \"support\": 33768, \"focus_rate\": 0.74212271973466}, {\"ord_2\": \"Warm\", \"support\": 19654, \"focus_rate\": 0.7112038261931414}, {\"ord_2\": \"Hot\", \"support\": 22227, \"focus_rate\": 0.6736851576910964}, {\"ord_2\": \"Boiling Hot\", \"support\": 60627, \"focus_rate\": 0.6390387121249608}, {\"ord_2\": \"Lava Hot\", \"support\": 63908, \"focus_rate\": 0.5968736308443388}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 319.17}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0e469e9da2bef5b1b157f79d3c162c8ed29c456f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:22:35.228856+00:00", + "ended_at": "2026-05-04T07:22:48.393018+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_0141e86c3f3ea479", + "problem_id": "v2p_c14_30d5c6db9eadcf02", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_2, target_col=target.", + "bindings": { + "group_col": "ord_2", + "target_col": "target", + "target_value": "0", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_0141e86c3f3ea479.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0141e86c3f3ea479", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 23424, + "output_tokens": 164, + "total_tokens": 24116, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 148, + "estimated_total_tokens": 4011, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12761.67, + "sql_execution_elapsed_ms_total": 319.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_0141e86c3f3ea479\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f2fc964db13efc726e44aa3aa6e43f8d2a3f1bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:22:48.065816+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12761.67, "started_at": "2026-05-04T07:22:35.285713+00:00", "ended_at": "2026-05-04T07:22:48.047583+00:00", "prompt_metrics": {"chars": 12021, "bytes_utf8": 12021, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 508, "bytes_utf8": 508, "lines": 1, "estimated_tokens": 148}, "usage": {"input_tokens": 23952, "cached_input_tokens": 23424, "output_tokens": 164}, "stderr_preview": "2026-05-04T07:22:35.470745Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:22:37.906238Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"ord_2\\\", target_col=\\\"target\\\", target_value='0', min_support=5, and top_k=12. Identifiers are double-quoted and the query is SQLite-compatible.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ed3336a0bf93f305a68a29b689829ce96efa06e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0141e86c3f3ea479/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0141e86c3f3ea479", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 23424, + "output_tokens": 164, + "total_tokens": 24116, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 148, + "estimated_total_tokens": 4011, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12761.67, + "sql_execution_elapsed_ms_total": 319.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_0141e86c3f3ea479\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f686b6a26e365210713a6f649871c91668cc5f91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11964, "bytes_utf8": 11964, "lines": 398, "estimated_tokens": 3825}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 494, "bytes_utf8": 494, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 152}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0a6755e6c888512fb03046ef9566d42128a635d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_021612fa75b757e8", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 152, + "total_tokens": 24066, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 136, + "estimated_total_tokens": 3961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16432.34, + "sql_execution_elapsed_ms_total": 272.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_021612fa75b757e8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..77eefdaf92a1a548b3156c65b96e36f7200b5ab3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:15:03.789648+00:00", + "ended_at": "2026-05-04T07:15:20.222088+00:00", + "elapsed_ms": 16432.34, + "prompt_metrics": { + "chars": 11964, + "bytes_utf8": 11964, + "lines": 398, + "estimated_tokens": 3825 + }, + "stdout_metrics": { + "chars": 834, + "bytes_utf8": 834, + "lines": 4, + "estimated_tokens": 257 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13227 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 494, + "bytes_utf8": 494, + "lines": 1, + "estimated_tokens": 136 + }, + "usage": { + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 152 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d210c2620aec5fc285715aab342f9a8c9dd6fd9c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=ord_4, measure_col=day.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "ord_4", + "measure_col": "day", + "entity_col": "ord_4", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d3c7cf3cb38309b9db266f1672c93fbf76349bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d7-2cb7-72a2-8ed7-09d26e992e4a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"ord_4\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"ord_4\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Grouped Summary Top-k template with bound roles group_col=\\\"ord_4\\\", measure_col=\\\"day\\\", entity_col=\\\"ord_4\\\", and top_k=11. Cast \\\"day\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":22912,"output_tokens":152}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a762137829801600461ca320c046c4f1cecb24dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"ord_4\",\n COUNT(*) AS support,\n AVG(CAST(\"day\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"ord_4\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"ord_4\"\nORDER BY support DESC\nLIMIT 11;","notes":"Used the provided Grouped Summary Top-k template with bound roles group_col=\"ord_4\", measure_col=\"day\", entity_col=\"ord_4\", and top_k=11. Cast \"day\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..715563f13095511a2072de0b6e0e85e493ccd87a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:15:04.084255Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:15:06.442900Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:15:19.570761Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..70380d8349993a84a3d1d3042e55226983e4f6a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=ord_4, measure_col=day. +Result preview: [{"ord_4": "L", "support": 19066, "avg_measure": 3.0147382775621527, "distinct_entities": 1}, {"ord_4": "G", "support": 18899, "avg_measure": 3.018625324091222, "distinct_entities": 1}, {"ord_4": "S", "support": 18875, "avg_measure": 3.013139072847682, "distinct_entities": 1}, {"ord_4": "A", "support": 18258, "avg_measure": 3.007120166502355, "distinct_entities": 1}, {"ord_4": "R", "support": 16927, "avg_measure": 3.0031310923376853, "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8fb1f281fdc807f0294c71f9d1833baa75a87f85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_021612fa75b757e8 +-- problem_id: v2p_c14_6462d99e500be61c +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", + COUNT(*) AS support, + AVG(CAST("day" AS REAL)) AS avg_measure, + COUNT(DISTINCT "ord_4") AS distinct_entities +FROM "c14" +GROUP BY "ord_4" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53088a68f6c1194ba3b56c11cf420335a2d4434a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"ord_4\",\n COUNT(*) AS support,\n AVG(CAST(\"day\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"ord_4\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"ord_4\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"ord_4\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"ord_4\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"ord_4\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"ord_4\": \"L\", \"support\": 19066, \"avg_measure\": 3.0147382775621527, \"distinct_entities\": 1}, {\"ord_4\": \"G\", \"support\": 18899, \"avg_measure\": 3.018625324091222, \"distinct_entities\": 1}, {\"ord_4\": \"S\", \"support\": 18875, \"avg_measure\": 3.013139072847682, \"distinct_entities\": 1}, {\"ord_4\": \"A\", \"support\": 18258, \"avg_measure\": 3.007120166502355, \"distinct_entities\": 1}, {\"ord_4\": \"R\", \"support\": 16927, \"avg_measure\": 3.0031310923376853, \"distinct_entities\": 1}, {\"ord_4\": \"Q\", \"support\": 15925, \"avg_measure\": 3.0055886970172683, \"distinct_entities\": 1}, {\"ord_4\": \"K\", \"support\": 14698, \"avg_measure\": 3.018097700367397, \"distinct_entities\": 1}, {\"ord_4\": \"I\", \"support\": 14644, \"avg_measure\": 3.024720021851953, \"distinct_entities\": 1}, {\"ord_4\": \"Z\", \"support\": 14232, \"avg_measure\": 3.034921304103429, \"distinct_entities\": 1}, {\"ord_4\": \"T\", \"support\": 14220, \"avg_measure\": 3.0025316455696203, \"distinct_entities\": 1}, {\"ord_4\": \"V\", \"support\": 14143, \"avg_measure\": 3.0139291522307854, \"distinct_entities\": 1}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 272.75}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4685ec6b443f7494d09d92f151266568b4788dbc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:15:03.725996+00:00", + "ended_at": "2026-05-04T07:15:20.531460+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_021612fa75b757e8", + "problem_id": "v2p_c14_6462d99e500be61c", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=ord_4, measure_col=day.", + "bindings": { + "group_col": "ord_4", + "measure_col": "day", + "entity_col": "ord_4", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_021612fa75b757e8.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_021612fa75b757e8", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 152, + "total_tokens": 24066, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 136, + "estimated_total_tokens": 3961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16432.34, + "sql_execution_elapsed_ms_total": 272.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_021612fa75b757e8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aac97c4099b4c15ec0de3bbd8ce3d301c86cc207 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021612fa75b757e8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:15:20.241032+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16432.34, "started_at": "2026-05-04T07:15:03.789648+00:00", "ended_at": "2026-05-04T07:15:20.222088+00:00", "prompt_metrics": {"chars": 11964, "bytes_utf8": 11964, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 494, "bytes_utf8": 494, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 152}, "stderr_preview": "2026-05-04T07:15:04.084255Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:15:06.442900Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021971a8483b37fa/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021971a8483b37fa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06d41ced91ed00257c8fab488ee07a71ae8e7fd1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021971a8483b37fa/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_021971a8483b37fa\n-- problem_id: v2p_c14_e8f06cd6fcd56f8b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_6\",\n COUNT(*) AS support,\n AVG(\"ord_0\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_6\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_021971a8483b37fa\\n-- problem_id: v2p_c14_e8f06cd6fcd56f8b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_6\\\",\\n COUNT(*) AS support,\\n AVG(\\\"ord_0\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_6\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_6\", \"support\", \"avg_response\"], \"rows\": [{\"nom_6\": \"d173ac7ca\", \"support\": 1218, \"avg_response\": 1.4958949096880132}, {\"nom_6\": \"2ed5a94b0\", \"support\": 1210, \"avg_response\": 1.456198347107438}, {\"nom_6\": \"c9eedfbc2\", \"support\": 1193, \"avg_response\": 1.4492875104777871}, {\"nom_6\": \"50d7ad46a\", \"support\": 1175, \"avg_response\": 1.5029787234042553}, {\"nom_6\": \"0922e3cb8\", \"support\": 1169, \"avg_response\": 1.46535500427716}, {\"nom_6\": \"d4d727716\", \"support\": 1167, \"avg_response\": 1.4832904884318765}, {\"nom_6\": \"705cb7579\", \"support\": 1165, \"avg_response\": 1.4609442060085838}, {\"nom_6\": \"1fe17a1fd\", \"support\": 1157, \"avg_response\": 1.4952463267070009}, {\"nom_6\": \"3ac1b8814\", \"support\": 1148, \"avg_response\": 1.4651567944250872}, {\"nom_6\": \"f497b97d7\", \"support\": 1146, \"avg_response\": 1.4764397905759161}, {\"nom_6\": \"4f849ad2d\", \"support\": 1140, \"avg_response\": 1.4807017543859649}, {\"nom_6\": \"bc82e0ba0\", \"support\": 1138, \"avg_response\": 1.437609841827768}, {\"nom_6\": \"9448b8e3b\", \"support\": 1137, \"avg_response\": 1.4793315743183817}, {\"nom_6\": \"50e49ea04\", \"support\": 1137, \"avg_response\": 1.465259454705365}, {\"nom_6\": \"20636817e\", \"support\": 1133, \"avg_response\": 1.503089143865843}, {\"nom_6\": \"71c68195d\", \"support\": 1133, \"avg_response\": 1.4872021182700794}, {\"nom_6\": \"a406a5f12\", \"support\": 1125, \"avg_response\": 1.455111111111111}, {\"nom_6\": \"bc31d6a6d\", \"support\": 1123, \"avg_response\": 1.5120213713268031}, {\"nom_6\": \"e16557b2b\", \"support\": 1119, \"avg_response\": 1.4727435210008937}, {\"nom_6\": \"b238965eb\", \"support\": 1117, \"avg_response\": 1.460161145926589}, {\"nom_6\": \"40ac3fcd5\", \"support\": 1116, \"avg_response\": 1.482078853046595}, {\"nom_6\": \"642fcc7be\", \"support\": 1114, \"avg_response\": 1.4964093357271095}, {\"nom_6\": \"a20513779\", \"support\": 1114, \"avg_response\": 1.4587073608617593}, {\"nom_6\": \"f14fe8bc5\", \"support\": 1113, \"avg_response\": 1.4896675651392632}, {\"nom_6\": \"017eb57f0\", \"support\": 1113, \"avg_response\": 1.4654088050314464}, {\"nom_6\": \"cefab1020\", \"support\": 1109, \"avg_response\": 1.4806131650135257}, {\"nom_6\": \"3b9693870\", \"support\": 1107, \"avg_response\": 1.5158084914182475}, {\"nom_6\": \"f134870d4\", \"support\": 1102, \"avg_response\": 1.4528130671506352}, {\"nom_6\": \"cd8e3a0a7\", \"support\": 1101, \"avg_response\": 1.5031789282470482}, {\"nom_6\": \"c0f1061ee\", \"support\": 1100, \"avg_response\": 1.48}, {\"nom_6\": \"cd94f29d1\", \"support\": 1096, \"avg_response\": 1.4954379562043796}, {\"nom_6\": \"9e0a099c7\", \"support\": 1095, \"avg_response\": 1.4703196347031964}, {\"nom_6\": \"edb3cf6c8\", \"support\": 1094, \"avg_response\": 1.4881170018281535}, {\"nom_6\": \"25d3a1087\", \"support\": 1093, \"avg_response\": 1.4364135407136323}, {\"nom_6\": \"bb219c9ac\", \"support\": 1091, \"avg_response\": 1.4922089825847846}, {\"nom_6\": \"718fd9453\", \"support\": 1091, \"avg_response\": 1.4793767186067828}, {\"nom_6\": \"6046454de\", \"support\": 1086, \"avg_response\": 1.4539594843462247}, {\"nom_6\": \"42b1cc2fd\", \"support\": 1081, \"avg_response\": 1.4801110083256244}, {\"nom_6\": \"788ba7aea\", \"support\": 1081, \"avg_response\": 1.4764107308048104}, {\"nom_6\": \"cf8b12b4e\", \"support\": 1080, \"avg_response\": 1.4435185185185184}, {\"nom_6\": \"acf5b10dd\", \"support\": 1075, \"avg_response\": 1.4474418604651162}, {\"nom_6\": \"d213f48ed\", \"support\": 1073, \"avg_response\": 1.4547996272134203}, {\"nom_6\": \"395941181\", \"support\": 1070, \"avg_response\": 1.5}, {\"nom_6\": \"508ff88dc\", \"support\": 1064, \"avg_response\": 1.4699248120300752}, {\"nom_6\": \"32be571ee\", \"support\": 1062, \"avg_response\": 1.4745762711864407}, {\"nom_6\": \"b69c236cb\", \"support\": 1061, \"avg_response\": 1.473138548539114}, {\"nom_6\": \"3e44d44eb\", \"support\": 1060, \"avg_response\": 1.480188679245283}, {\"nom_6\": \"73dd803d0\", \"support\": 1057, \"avg_response\": 1.512771996215705}, {\"nom_6\": \"0bcb379d8\", \"support\": 1054, \"avg_response\": 1.5075901328273245}, {\"nom_6\": \"4daee3baf\", \"support\": 1053, \"avg_response\": 1.4501424501424502}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 318.87}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021971a8483b37fa/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021971a8483b37fa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..48c3f5d2a78655375da51e1639e091c5b02dfbe8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021971a8483b37fa/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:54.472495+00:00", + "ended_at": "2026-05-04T07:37:54.797618+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_021971a8483b37fa", + "problem_id": "v2p_c14_e8f06cd6fcd56f8b", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=ord_0, key_col=nom_6.", + "bindings": { + "key_col": "nom_6", + "measure_col": "ord_0", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_021971a8483b37fa.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021971a8483b37fa/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021971a8483b37fa/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_021971a8483b37fa/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a8e5c866e58202bedff19a91e4fc7568a2d6d2f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11679, "bytes_utf8": 11679, "lines": 394, "estimated_tokens": 3760}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 312, "bytes_utf8": 312, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 23849, "cached_input_tokens": 23424, "output_tokens": 120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e3a30cae6db454e53c1421a222e427c66ad71a22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_03087045eef3a8a8", + "api_calls": 0, + "input_tokens": 23849, + "cached_input_tokens": 23424, + "output_tokens": 120, + "total_tokens": 23969, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3760, + "estimated_output_tokens": 92, + "estimated_total_tokens": 3852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11635.25, + "sql_execution_elapsed_ms_total": 193.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_03087045eef3a8a8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e8441c5935825645bb2e6df36e0e77ca3012aa5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:25:41.717657+00:00", + "ended_at": "2026-05-04T07:25:53.355326+00:00", + "elapsed_ms": 11635.25, + "prompt_metrics": { + "chars": 11679, + "bytes_utf8": 11679, + "lines": 394, + "estimated_tokens": 3760 + }, + "stdout_metrics": { + "chars": 639, + "bytes_utf8": 639, + "lines": 4, + "estimated_tokens": 199 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13168 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 312, + "bytes_utf8": 312, + "lines": 1, + "estimated_tokens": 92 + }, + "usage": { + "input_tokens": 23849, + "cached_input_tokens": 23424, + "output_tokens": 120 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..85639ccecf7f8dea5ed8eb16115f0fb2c870e0db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,394 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=bin_3.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "bin_3", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cc7a98c2af3bf5797f630d894b5db8b8c144d7c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e0-e860-7a50-be9a-5b0b05a05687"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"bin_3\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\"\\nORDER BY support ASC, \\\"bin_3\\\"\\nLIMIT 16;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to \\\"bin_3\\\" on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23849,"cached_input_tokens":23424,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2c4d478cdd8bcd1257b0d955c2570314f021999 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"bin_3\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"bin_3\"\nORDER BY support ASC, \"bin_3\"\nLIMIT 16;","notes":"Used the provided Low-Support Group Count template with group_col bound to \"bin_3\" on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea34dd033a383c6d63542bab976ffd997366c69d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:25:41.948169Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:25:44.294009Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:25:52.587455Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..747e2727a00fc12b626b4eca9ea9e632b35cedfa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=bin_3. +Result preview: [{"bin_3": "F", "support": 146465}, {"bin_3": "T", "support": 153535}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5658dcd71ae093f0cd80b3f472d65ca7742cd24e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_03087045eef3a8a8 +-- problem_id: v2p_c14_2ef64349d2f16311 +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_3", + COUNT(*) AS support +FROM "c14" +GROUP BY "bin_3" +ORDER BY support ASC, "bin_3" +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..18f051229831502de42413b4e461ec1b427999c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"bin_3\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"bin_3\"\nORDER BY support ASC, \"bin_3\"\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"bin_3\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\"\\nORDER BY support ASC, \\\"bin_3\\\"\\nLIMIT 16;\", \"columns\": [\"bin_3\", \"support\"], \"rows\": [{\"bin_3\": \"F\", \"support\": 146465}, {\"bin_3\": \"T\", \"support\": 153535}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 193.66}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..693e907fadfb95fd77c3317e0ca7c87f1b66b22e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:25:41.657834+00:00", + "ended_at": "2026-05-04T07:25:53.593299+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_03087045eef3a8a8", + "problem_id": "v2p_c14_2ef64349d2f16311", + "dataset_id": "c14", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=bin_3.", + "bindings": { + "group_col": "bin_3", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=111" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_03087045eef3a8a8.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_03087045eef3a8a8", + "api_calls": 0, + "input_tokens": 23849, + "cached_input_tokens": 23424, + "output_tokens": 120, + "total_tokens": 23969, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3760, + "estimated_output_tokens": 92, + "estimated_total_tokens": 3852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11635.25, + "sql_execution_elapsed_ms_total": 193.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_03087045eef3a8a8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a0c153d628cb8bdf8cd72c1d0972c01015c2fe59 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_03087045eef3a8a8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:25:53.391827+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11635.25, "started_at": "2026-05-04T07:25:41.717657+00:00", "ended_at": "2026-05-04T07:25:53.355326+00:00", "prompt_metrics": {"chars": 11679, "bytes_utf8": 11679, "lines": 394, "estimated_tokens": 3760}, "response_metrics": {"chars": 312, "bytes_utf8": 312, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 23849, "cached_input_tokens": 23424, "output_tokens": 120}, "stderr_preview": "2026-05-04T07:25:41.948169Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:25:44.294009Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=bin_1.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "bin_0", + "group_col_2": "bin_1", + "predicate_col": "id", + "predicate_op": ">=", + "predicate_value": 172611.0, + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f26300672fdc5dd8a60bf38343cd63d0cbbfe49 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c0-1c3b-7f03-ae97-efec556dd98e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bin_0\\\", \\\"bin_1\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nWHERE CAST(\\\"id\\\" AS REAL) >= 172611.0\\nGROUP BY \\\"bin_0\\\", \\\"bin_1\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned template with fixed bindings for group_col=\\\"bin_0\\\", group_col_2=\\\"bin_1\\\", and predicate_col=\\\"id\\\". CAST was added because the schema shows \\\"id\\\" as TEXT while the predicate value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23939,"cached_input_tokens":19840,"output_tokens":213}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7c9721e88d7b09c6109b446d4f125ae2f699c93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bin_0\", \"bin_1\", COUNT(*) AS row_count\nFROM \"c14\"\nWHERE CAST(\"id\" AS REAL) >= 172611.0\nGROUP BY \"bin_0\", \"bin_1\"\nORDER BY row_count DESC;","notes":"Used the planned template with fixed bindings for group_col=\"bin_0\", group_col_2=\"bin_1\", and predicate_col=\"id\". CAST was added because the schema shows \"id\" as TEXT while the predicate value is numeric."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12e70a4cc25c72b87a83b85876f8f0b4b726fbf7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:49:52.575561Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:49:55.194967Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:50:06.155257Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d954a22a5dc5b7dda301e52d4b2e8851426d4cc8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=bin_1. +Result preview: [{"bin_0": "0", "bin_1": "0", "row_count": 82666}, {"bin_0": "0", "bin_1": "1", "row_count": 28596}, {"bin_0": "1", "bin_1": "0", "row_count": 11999}, {"bin_0": "1", "bin_1": "1", "row_count": 4128}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fbeb3fe29f1b487b7d2598c45cfdba4c170eae6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c14_030fdc5c1d5a9440 +-- problem_id: v2p_c14_d1bb355110eb5ff8 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "bin_1", COUNT(*) AS row_count +FROM "c14" +WHERE CAST("id" AS REAL) >= 172611.0 +GROUP BY "bin_0", "bin_1" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..acb1bd9c0ba1244176f8fc8c46178c585d315f75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bin_0\", \"bin_1\", COUNT(*) AS row_count\nFROM \"c14\"\nWHERE CAST(\"id\" AS REAL) >= 172611.0\nGROUP BY \"bin_0\", \"bin_1\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bin_0\\\", \\\"bin_1\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nWHERE CAST(\\\"id\\\" AS REAL) >= 172611.0\\nGROUP BY \\\"bin_0\\\", \\\"bin_1\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"bin_0\", \"bin_1\", \"row_count\"], \"rows\": [{\"bin_0\": \"0\", \"bin_1\": \"0\", \"row_count\": 82666}, {\"bin_0\": \"0\", \"bin_1\": \"1\", \"row_count\": 28596}, {\"bin_0\": \"1\", \"bin_1\": \"0\", \"row_count\": 11999}, {\"bin_0\": \"1\", \"bin_1\": \"1\", \"row_count\": 4128}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1313.48}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fcd93587e421a7a1c76a8af15c98468d0759b650 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:49:51.302711+00:00", + "ended_at": "2026-05-04T06:50:09.768766+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_030fdc5c1d5a9440", + "problem_id": "v2p_c14_d1bb355110eb5ff8", + "dataset_id": "c14", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=bin_1.", + "bindings": { + "group_col": "bin_0", + "group_col_2": "bin_1", + "predicate_col": "id", + "predicate_op": ">=", + "predicate_value": 172611.0, + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=0" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_030fdc5c1d5a9440.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_030fdc5c1d5a9440", + "api_calls": 0, + "input_tokens": 23939, + "cached_input_tokens": 19840, + "output_tokens": 213, + "total_tokens": 24152, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3848, + "estimated_output_tokens": 128, + "estimated_total_tokens": 3976, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15697.97, + "sql_execution_elapsed_ms_total": 1313.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_030fdc5c1d5a9440\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..75962defba6d0151028c16e0a5556b60399abfef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:50:08.443726+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15697.97, "started_at": "2026-05-04T06:49:52.253380+00:00", "ended_at": "2026-05-04T06:50:07.951364+00:00", "prompt_metrics": {"chars": 11996, "bytes_utf8": 11996, "lines": 400, "estimated_tokens": 3848}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 23939, "cached_input_tokens": 19840, "output_tokens": 213}, "stderr_preview": "2026-05-04T06:49:52.575561Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:49:55.194967Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 172611.0\\nGROUP BY \\\"bin_0\\\", \\\"bin_1\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned template with fixed bindings for group_col=\\\"bin_0\\\", group_col_2=\\\"bin_1\\\", and predicate_col=\\\"id\\\". CAST was added because the schema shows \\\"id\\\" as TEXT while the predicate value is numeric.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bf3af7dafecdcfa2ae9ad1a3a939b3469cb068de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_030fdc5c1d5a9440/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_030fdc5c1d5a9440", + "api_calls": 0, + "input_tokens": 23939, + "cached_input_tokens": 19840, + "output_tokens": 213, + "total_tokens": 24152, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3848, + "estimated_output_tokens": 128, + "estimated_total_tokens": 3976, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15697.97, + "sql_execution_elapsed_ms_total": 1313.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_030fdc5c1d5a9440\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05aa3afa4c70c7857f70ac08ac1a2b156a710e3b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11972, "bytes_utf8": 11972, "lines": 398, "estimated_tokens": 3825}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 480, "bytes_utf8": 480, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 168}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5f1e85c0f74e46f0aedfed3230bfdc92feb8eca8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_031ac587f7367a7c", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 168, + "total_tokens": 24082, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 129, + "estimated_total_tokens": 3954, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14310.06, + "sql_execution_elapsed_ms_total": 331.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_031ac587f7367a7c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8f6a6ac7daa7571dbf2bdbabf3be2749b55321fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:16:26.452144+00:00", + "ended_at": "2026-05-04T07:16:40.749137+00:00", + "elapsed_ms": 14310.06, + "prompt_metrics": { + "chars": 11972, + "bytes_utf8": 11972, + "lines": 398, + "estimated_tokens": 3825 + }, + "stdout_metrics": { + "chars": 820, + "bytes_utf8": 820, + "lines": 4, + "estimated_tokens": 248 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13237 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 480, + "bytes_utf8": 480, + "lines": 1, + "estimated_tokens": 129 + }, + "usage": { + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 168 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..544144595891eb21d40b9e0da239605bc4e07900 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=target, measure_col=ord_0.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "target", + "measure_col": "ord_0", + "entity_col": "nom_5", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d64e68d0b780079c7091303401f32e25efb3e1eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d8-6f52-7ef0-a00e-4cae7579bac8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"target\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_5\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"target\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the planned template with group_col=\\\"target\\\", measure_col=\\\"ord_0\\\", and entity_col=\\\"nom_5\\\". Cast \\\"ord_0\\\" to REAL so AVG is SQLite-compatible over text-typed numeric values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":22912,"output_tokens":168}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b59cac07130bb952acf354ac5ebd29a9aa8c281 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"target\",\n COUNT(*) AS support,\n AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_5\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"target\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the planned template with group_col=\"target\", measure_col=\"ord_0\", and entity_col=\"nom_5\". Cast \"ord_0\" to REAL so AVG is SQLite-compatible over text-typed numeric values."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39bc0d699abd5ba015e23a2abbeb9d1e757fdf41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:16:26.675618Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:16:29.068968Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:16:39.331475Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..091971a438a54f6d489d55433d74e24a34c376c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=target, measure_col=ord_0. +Result preview: [{"target": "0", "support": 208236, "avg_measure": 1.4368985189880712, "distinct_entities": 222}, {"target": "1", "support": 91764, "avg_measure": 1.57639161326882, "distinct_entities": 222}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c77c490d85958098f9b35bf3bffc0f5b69340ae4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_031ac587f7367a7c +-- problem_id: v2p_c14_be8d1586b1b6e203 +-- realization_mode: agent +-- source_kind: agent +SELECT "target", + COUNT(*) AS support, + AVG(CAST("ord_0" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_5") AS distinct_entities +FROM "c14" +GROUP BY "target" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c77c14c995ad1bc674345c9249b88111dea2f8a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"target\",\n COUNT(*) AS support,\n AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_5\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"target\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"target\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_5\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"target\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"target\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"target\": \"0\", \"support\": 208236, \"avg_measure\": 1.4368985189880712, \"distinct_entities\": 222}, {\"target\": \"1\", \"support\": 91764, \"avg_measure\": 1.57639161326882, \"distinct_entities\": 222}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 331.08}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e4c0e85dc7d6952438bb2998820b7aa7cb2c00df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:16:26.401341+00:00", + "ended_at": "2026-05-04T07:16:41.122887+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_031ac587f7367a7c", + "problem_id": "v2p_c14_be8d1586b1b6e203", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=target, measure_col=ord_0.", + "bindings": { + "group_col": "target", + "measure_col": "ord_0", + "entity_col": "nom_5", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_031ac587f7367a7c.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_031ac587f7367a7c", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 168, + "total_tokens": 24082, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 129, + "estimated_total_tokens": 3954, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14310.06, + "sql_execution_elapsed_ms_total": 331.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_031ac587f7367a7c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79110df2d22c8e828e09857f318b17c928ae5ed0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_031ac587f7367a7c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:16:40.781041+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14310.06, "started_at": "2026-05-04T07:16:26.452144+00:00", "ended_at": "2026-05-04T07:16:40.749137+00:00", "prompt_metrics": {"chars": 11972, "bytes_utf8": 11972, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 480, "bytes_utf8": 480, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 168}, "stderr_preview": "2026-05-04T07:16:26.675618Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:16:29.068968Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=nom_2.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "nom_2", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_05817e8a34d66bb9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_05817e8a34d66bb9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cfdfd5e08984325cefc49bd166bf32faf0ef496 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_05817e8a34d66bb9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e2-4955-7a20-af27-d62f1404ab79"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"nom_2\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nORDER BY support ASC, \\\"nom_2\\\"\\nLIMIT 10;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"nom_2\\\" and top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23847,"cached_input_tokens":23424,"output_tokens":145}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_05817e8a34d66bb9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_05817e8a34d66bb9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b7257e56635699844a29245728d1d8c2c72c97d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_05817e8a34d66bb9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"nom_2\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"nom_2\"\nORDER BY support ASC, \"nom_2\"\nLIMIT 10;","notes":"Uses the planned Low-Support Group Count template with group_col bound to \"nom_2\" and top_k=10."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_05817e8a34d66bb9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_05817e8a34d66bb9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44d08bd56ffebf9028b353fed301560fa60ea140 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_05817e8a34d66bb9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:27:12.302292Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:27:14.665212Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:27:22.652408Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_05817e8a34d66bb9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_05817e8a34d66bb9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..21679a8ce5b904c7513352b425225439a831311a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_05817e8a34d66bb9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=nom_2. +Result preview: [{"nom_2": "Hamster", "support": 29487}, {"nom_2": "Axolotl", "support": 36136}, {"nom_2": "Dog", "support": 37444}, {"nom_2": "Snake", "support": 45979}, {"nom_2": "Cat", "support": 49659}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_05817e8a34d66bb9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_05817e8a34d66bb9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a609087ad28569d2d92abb55b95a924b4479dd0c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_05817e8a34d66bb9/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_05817e8a34d66bb9 +-- problem_id: v2p_c14_a5b208927b7b5810 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_2", + COUNT(*) AS support +FROM "c14" +GROUP BY "nom_2" +ORDER BY support ASC, "nom_2" +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_05817e8a34d66bb9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_05817e8a34d66bb9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..903458faea0d0c208eca96ada2f4b7ded475fd13 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_05817e8a34d66bb9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"nom_2\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"nom_2\"\nORDER BY support ASC, \"nom_2\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"nom_2\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nORDER BY support ASC, \\\"nom_2\\\"\\nLIMIT 10;\", \"columns\": [\"nom_2\", \"support\"], \"rows\": [{\"nom_2\": \"Hamster\", \"support\": 29487}, {\"nom_2\": \"Axolotl\", \"support\": 36136}, {\"nom_2\": \"Dog\", \"support\": 37444}, {\"nom_2\": \"Snake\", \"support\": 45979}, {\"nom_2\": \"Cat\", \"support\": 49659}, {\"nom_2\": \"Lion\", \"support\": 101295}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 214.88}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_05817e8a34d66bb9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_05817e8a34d66bb9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3a59642b042732063200911abcad4f3de04f54e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_05817e8a34d66bb9/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:27:11.944000+00:00", + "ended_at": "2026-05-04T07:27:23.677912+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_05817e8a34d66bb9", + "problem_id": "v2p_c14_a5b208927b7b5810", + "dataset_id": "c14", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=nom_2.", + "bindings": { + "group_col": "nom_2", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=115" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_05817e8a34d66bb9.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_05817e8a34d66bb9", + "api_calls": 0, + "input_tokens": 23847, + "cached_input_tokens": 23424, + "output_tokens": 145, + "total_tokens": 23992, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3758, + "estimated_output_tokens": 89, + "estimated_total_tokens": 3847, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11416.38, + "sql_execution_elapsed_ms_total": 214.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_05817e8a34d66bb9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_05817e8a34d66bb9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_05817e8a34d66bb9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f677c7265d30aa86edfac77800598b10d402688 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_05817e8a34d66bb9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:27:23.454342+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11416.38, "started_at": "2026-05-04T07:27:12.018356+00:00", "ended_at": "2026-05-04T07:27:23.427167+00:00", "prompt_metrics": {"chars": 11677, "bytes_utf8": 11677, "lines": 394, "estimated_tokens": 3758}, "response_metrics": {"chars": 296, "bytes_utf8": 296, "lines": 1, "estimated_tokens": 89}, "usage": {"input_tokens": 23847, "cached_input_tokens": 23424, "output_tokens": 145}, "stderr_preview": "2026-05-04T07:27:12.302292Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:27:14.665212Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=bin_2.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "bin_2", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_058c6da66a0c7378/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_058c6da66a0c7378/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6db721662d2f5e3a80f609d2c70e865f7cc0ae10 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_058c6da66a0c7378/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e0-8efe-75b1-aacf-30af4107ad28"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"bin_2\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nORDER BY support ASC, \\\"bin_2\\\"\\nLIMIT 15;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to \\\"bin_2\\\" and top_k set to 15. SQLite-compatible single-table SELECT only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23848,"cached_input_tokens":22912,"output_tokens":114}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_058c6da66a0c7378/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_058c6da66a0c7378/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9bd01c4ab715a714a215493b9b2c58e671b7c6aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_058c6da66a0c7378/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"bin_2\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"bin_2\"\nORDER BY support ASC, \"bin_2\"\nLIMIT 15;","notes":"Used the provided Low-Support Group Count template with group_col bound to \"bin_2\" and top_k set to 15. SQLite-compatible single-table SELECT only."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_058c6da66a0c7378/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_058c6da66a0c7378/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47dc5e8dc68c2ca059706db50596ede4d2b4a0b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_058c6da66a0c7378/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:25:19.042703Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:25:21.699868Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:25:29.692401Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_058c6da66a0c7378/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_058c6da66a0c7378/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..51a11fcfdac8f9c3da513018a5d63986a3ba7a9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_058c6da66a0c7378/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=bin_2. +Result preview: [{"bin_2": "1", "support": 114967}, {"bin_2": "0", "support": 185033}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_058c6da66a0c7378/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_058c6da66a0c7378/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e6aee92cfa3c81a17c2a11c1ac7551453417ec7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_058c6da66a0c7378/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_058c6da66a0c7378 +-- problem_id: v2p_c14_f8998739db4b421a +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_2", + COUNT(*) AS support +FROM "c14" +GROUP BY "bin_2" +ORDER BY support ASC, "bin_2" +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_058c6da66a0c7378/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_058c6da66a0c7378/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4cbfd1947d6950e192a6b6c054a45ebdeb55ad43 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_058c6da66a0c7378/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"bin_2\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"bin_2\"\nORDER BY support ASC, \"bin_2\"\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"bin_2\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nORDER BY support ASC, \\\"bin_2\\\"\\nLIMIT 15;\", \"columns\": [\"bin_2\", \"support\"], \"rows\": [{\"bin_2\": \"1\", \"support\": 114967}, {\"bin_2\": \"0\", \"support\": 185033}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 193.06}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_058c6da66a0c7378/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_058c6da66a0c7378/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c479a57e037b526395f65c84a4404524aa0964d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_058c6da66a0c7378/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:25:18.770534+00:00", + "ended_at": "2026-05-04T07:25:30.870835+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_058c6da66a0c7378", + "problem_id": "v2p_c14_f8998739db4b421a", + "dataset_id": "c14", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=bin_2.", + "bindings": { + "group_col": "bin_2", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_058c6da66a0c7378.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_058c6da66a0c7378", + "api_calls": 0, + "input_tokens": 23848, + "cached_input_tokens": 22912, + "output_tokens": 114, + "total_tokens": 23962, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3759, + "estimated_output_tokens": 98, + "estimated_total_tokens": 3857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11814.19, + "sql_execution_elapsed_ms_total": 193.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_058c6da66a0c7378\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_058c6da66a0c7378/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_058c6da66a0c7378/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..44f61f424b8905cae229ad2d7dedc4fe083323e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_058c6da66a0c7378/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:25:30.667751+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11814.19, "started_at": "2026-05-04T07:25:18.833171+00:00", "ended_at": "2026-05-04T07:25:30.647501+00:00", "prompt_metrics": {"chars": 11679, "bytes_utf8": 11679, "lines": 394, "estimated_tokens": 3759}, "response_metrics": {"chars": 348, "bytes_utf8": 348, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 23848, "cached_input_tokens": 22912, "output_tokens": 114}, "stderr_preview": "2026-05-04T07:25:19.042703Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:25:21.699868Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06e97b7c62316d2a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06e97b7c62316d2a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..065d3df90369f89753ea2d081b1bbdcb442543dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06e97b7c62316d2a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_06e97b7c62316d2a\n-- problem_id: v2p_c14_8885a97d1fd94e13\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_9\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_9\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_06e97b7c62316d2a\\n-- problem_id: v2p_c14_8885a97d1fd94e13\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_9\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_9\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_9\", \"support\", \"avg_response\"], \"rows\": [{\"nom_9\": \"163cc60fa\", \"support\": 72, \"avg_response\": 159313.63888888888}, {\"nom_9\": \"21578b358\", \"support\": 70, \"avg_response\": 143381.2142857143}, {\"nom_9\": \"e8be2364b\", \"support\": 67, \"avg_response\": 158183.53731343284}, {\"nom_9\": \"412859a59\", \"support\": 67, \"avg_response\": 146525.01492537314}, {\"nom_9\": \"f12f038cc\", \"support\": 66, \"avg_response\": 175554.80303030304}, {\"nom_9\": \"ca7ddfae9\", \"support\": 65, \"avg_response\": 160939.36923076923}, {\"nom_9\": \"38039d3a8\", \"support\": 64, \"avg_response\": 148250.015625}, {\"nom_9\": \"2257000b0\", \"support\": 64, \"avg_response\": 135677.375}, {\"nom_9\": \"3e1d307ac\", \"support\": 63, \"avg_response\": 156479.14285714287}, {\"nom_9\": \"f43b6639b\", \"support\": 63, \"avg_response\": 156008.87301587302}, {\"nom_9\": \"971c72d33\", \"support\": 63, \"avg_response\": 150257.87301587302}, {\"nom_9\": \"2668255cf\", \"support\": 63, \"avg_response\": 146197.03174603175}, {\"nom_9\": \"3a5b9bbd7\", \"support\": 63, \"avg_response\": 145946.88888888888}, {\"nom_9\": \"7d43106ff\", \"support\": 63, \"avg_response\": 139491.6349206349}, {\"nom_9\": \"b37f33d00\", \"support\": 62, \"avg_response\": 179877.90322580645}, {\"nom_9\": \"b043b3d84\", \"support\": 62, \"avg_response\": 163806.17741935485}, {\"nom_9\": \"a92c41029\", \"support\": 62, \"avg_response\": 159142.17741935485}, {\"nom_9\": \"ae709c39d\", \"support\": 62, \"avg_response\": 153797.64516129033}, {\"nom_9\": \"d4d9cd1e9\", \"support\": 62, \"avg_response\": 152488.40322580645}, {\"nom_9\": \"0a29d2401\", \"support\": 62, \"avg_response\": 152113.5483870968}, {\"nom_9\": \"912eb6e42\", \"support\": 62, \"avg_response\": 146791.5}, {\"nom_9\": \"8defee9b8\", \"support\": 62, \"avg_response\": 135008.59677419355}, {\"nom_9\": \"0e2bfc354\", \"support\": 62, \"avg_response\": 117881.24193548386}, {\"nom_9\": \"c1324082f\", \"support\": 61, \"avg_response\": 164882.7213114754}, {\"nom_9\": \"2b7212b50\", \"support\": 61, \"avg_response\": 161680.60655737706}, {\"nom_9\": \"9fbd214f0\", \"support\": 61, \"avg_response\": 161319.9344262295}, {\"nom_9\": \"1903e8cdf\", \"support\": 61, \"avg_response\": 160846.3606557377}, {\"nom_9\": \"8e6834928\", \"support\": 61, \"avg_response\": 159557.9344262295}, {\"nom_9\": \"d608ebad3\", \"support\": 61, \"avg_response\": 156430.73770491802}, {\"nom_9\": \"af920cd89\", \"support\": 61, \"avg_response\": 152808.75409836066}, {\"nom_9\": \"95db371aa\", \"support\": 61, \"avg_response\": 148989.16393442624}, {\"nom_9\": \"a1d23b123\", \"support\": 61, \"avg_response\": 148598.131147541}, {\"nom_9\": \"fe5220394\", \"support\": 61, \"avg_response\": 148187.50819672132}, {\"nom_9\": \"4ef13e388\", \"support\": 61, \"avg_response\": 146340.29508196723}, {\"nom_9\": \"60f27e6b6\", \"support\": 61, \"avg_response\": 141579.03278688525}, {\"nom_9\": \"428d5bad6\", \"support\": 61, \"avg_response\": 135218.9344262295}, {\"nom_9\": \"c54a4d273\", \"support\": 60, \"avg_response\": 170138.73333333334}, {\"nom_9\": \"04ee2825d\", \"support\": 60, \"avg_response\": 164772.9}, {\"nom_9\": \"8e0450be1\", \"support\": 60, \"avg_response\": 164193.93333333332}, {\"nom_9\": \"2533756c6\", \"support\": 60, \"avg_response\": 158934.83333333334}, {\"nom_9\": \"fe7aa1794\", \"support\": 60, \"avg_response\": 157013.63333333333}, {\"nom_9\": \"b22e596ed\", \"support\": 60, \"avg_response\": 155549.85}, {\"nom_9\": \"a16b1d8cd\", \"support\": 60, \"avg_response\": 153978.5}, {\"nom_9\": \"8dfb56d84\", \"support\": 60, \"avg_response\": 152951.2}, {\"nom_9\": \"18e372a4d\", \"support\": 60, \"avg_response\": 152476.98333333334}, {\"nom_9\": \"cefa8140e\", \"support\": 60, \"avg_response\": 150249.11666666667}, {\"nom_9\": \"770664efa\", \"support\": 60, \"avg_response\": 149556.96666666667}, {\"nom_9\": \"9332ff270\", \"support\": 60, \"avg_response\": 146052.96666666667}, {\"nom_9\": \"03dae55ac\", \"support\": 60, \"avg_response\": 139371.88333333333}, {\"nom_9\": \"27c271936\", \"support\": 60, \"avg_response\": 125437.86666666667}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 357.73}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06e97b7c62316d2a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06e97b7c62316d2a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9a5d0f10780aa8a385e758c5717dd7cc6d8b0ade --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06e97b7c62316d2a/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:58.260334+00:00", + "ended_at": "2026-05-04T07:37:58.625275+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_06e97b7c62316d2a", + "problem_id": "v2p_c14_8885a97d1fd94e13", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=id, key_col=nom_9.", + "bindings": { + "key_col": "nom_9", + "measure_col": "id", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=20", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 20, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_06e97b7c62316d2a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06e97b7c62316d2a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06e97b7c62316d2a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06e97b7c62316d2a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..66beb847bbda61c9d75e0445951e0fc8dd643845 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12023, "bytes_utf8": 12023, "lines": 397, "estimated_tokens": 3863}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 434, "bytes_utf8": 434, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 23952, "cached_input_tokens": 22912, "output_tokens": 151}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..64b71ef96a2eeb8429546f92d8bd679605828b16 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_06fbc90887941626", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 151, + "total_tokens": 24103, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3998, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12090.29, + "sql_execution_elapsed_ms_total": 275.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_06fbc90887941626\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..16131cfa9929dbae9e861670ef803cc7f4deaa32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:23:13.567099+00:00", + "ended_at": "2026-05-04T07:23:25.657411+00:00", + "elapsed_ms": 12090.29, + "prompt_metrics": { + "chars": 12023, + "bytes_utf8": 12023, + "lines": 397, + "estimated_tokens": 3863 + }, + "stdout_metrics": { + "chars": 755, + "bytes_utf8": 755, + "lines": 4, + "estimated_tokens": 242 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13245 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 434, + "bytes_utf8": 434, + "lines": 1, + "estimated_tokens": 135 + }, + "usage": { + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 151 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0dc6eca4f48382f0d4bba605dc186996f369b8f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,397 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_3, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "ord_3", + "target_col": "target", + "target_value": "1", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c32d2f4a4db7d3223ee4dca67f5c5286711dc2f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1de-a5a0-7e30-9f22-3a7dfd489ac6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"ord_3\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=ord_3, target_col=target, target_value='1', min_support=4, and top_k=18.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":22912,"output_tokens":151}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5269b3117ee89faa0b467e0b2673a5f7a2031f63 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"ord_3\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"ord_3\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;","notes":"Uses the provided Tail Target-Rate Extremes template with group_col=ord_3, target_col=target, target_value='1', min_support=4, and top_k=18."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ec53a0fb07d7b71d04ae66aae7e55e26be2a872 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:23:13.765353Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:23:16.068733Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:23:24.878080Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..40f957e0889037fe9196db92d13e0bc5f9c40245 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_3, target_col=target. +Result preview: [{"ord_3": "o", "support": 11320, "focus_rate": 0.4336572438162544}, {"ord_3": "n", "support": 4014, "focus_rate": 0.39985052316890884}, {"ord_3": "l", "support": 36124, "focus_rate": 0.37927693500166093}, {"ord_3": "m", "support": 328, "focus_rate": 0.36890243902439024}, {"ord_3": "k", "support": 28619, "focus_rate": 0.3652119221496209}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b0528e59dcba497b90cd0ac1e8ce1c78c67f761 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_06fbc90887941626 +-- problem_id: v2p_c14_6b648c7675804fff +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_3", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "ord_3" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c178a570dfdc7e2cbf8a36e39fdd21eec90ae9e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"ord_3\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"ord_3\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"ord_3\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\", \"columns\": [\"ord_3\", \"support\", \"focus_rate\"], \"rows\": [{\"ord_3\": \"o\", \"support\": 11320, \"focus_rate\": 0.4336572438162544}, {\"ord_3\": \"n\", \"support\": 4014, \"focus_rate\": 0.39985052316890884}, {\"ord_3\": \"l\", \"support\": 36124, \"focus_rate\": 0.37927693500166093}, {\"ord_3\": \"m\", \"support\": 328, \"focus_rate\": 0.36890243902439024}, {\"ord_3\": \"k\", \"support\": 28619, \"focus_rate\": 0.3652119221496209}, {\"ord_3\": \"j\", \"support\": 24647, \"focus_rate\": 0.34247575769870575}, {\"ord_3\": \"i\", \"support\": 28048, \"focus_rate\": 0.33014831717056475}, {\"ord_3\": \"h\", \"support\": 24740, \"focus_rate\": 0.30699272433306385}, {\"ord_3\": \"g\", \"support\": 36405, \"focus_rate\": 0.2896854827633567}, {\"ord_3\": \"f\", \"support\": 22384, \"focus_rate\": 0.2750178699070765}, {\"ord_3\": \"e\", \"support\": 21331, \"focus_rate\": 0.25957526604472364}, {\"ord_3\": \"d\", \"support\": 7904, \"focus_rate\": 0.24139676113360323}, {\"ord_3\": \"c\", \"support\": 6944, \"focus_rate\": 0.23300691244239632}, {\"ord_3\": \"b\", \"support\": 11916, \"focus_rate\": 0.22045988586774085}, {\"ord_3\": \"a\", \"support\": 35276, \"focus_rate\": 0.20659938768567865}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 275.08}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1f709fafc0edbf30f3118662c579b6eb34fb9351 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:23:13.515983+00:00", + "ended_at": "2026-05-04T07:23:25.961482+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_06fbc90887941626", + "problem_id": "v2p_c14_6b648c7675804fff", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_3, target_col=target.", + "bindings": { + "group_col": "ord_3", + "target_col": "target", + "target_value": "1", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_06fbc90887941626.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_06fbc90887941626", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 151, + "total_tokens": 24103, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3998, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12090.29, + "sql_execution_elapsed_ms_total": 275.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_06fbc90887941626\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c224417d5196ec2ec76f908bb31b19f08ef458d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:23:25.676490+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12090.29, "started_at": "2026-05-04T07:23:13.567099+00:00", "ended_at": "2026-05-04T07:23:25.657411+00:00", "prompt_metrics": {"chars": 12023, "bytes_utf8": 12023, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 434, "bytes_utf8": 434, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 23952, "cached_input_tokens": 22912, "output_tokens": 151}, "stderr_preview": "2026-05-04T07:23:13.765353Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:23:16.068733Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=ord_3, target_col=target, target_value='1', min_support=4, and top_k=18.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c75f66ea1cb50ae0619ab5fb5ce5605072b714b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_06fbc90887941626/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_06fbc90887941626", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 151, + "total_tokens": 24103, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3998, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12090.29, + "sql_execution_elapsed_ms_total": 275.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_06fbc90887941626\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d6b409b0fd444d641703fd39d229dd4e92a77b69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12019, "bytes_utf8": 12019, "lines": 397, "estimated_tokens": 3863}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 506, "bytes_utf8": 506, "lines": 1, "estimated_tokens": 148}, "usage": {"input_tokens": 23952, "cached_input_tokens": 22912, "output_tokens": 164}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..64c952ca5c0126317447eef56c24a25f95778cfc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0704a89a2909c3c7", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 164, + "total_tokens": 24116, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 148, + "estimated_total_tokens": 4011, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13495.75, + "sql_execution_elapsed_ms_total": 273.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_0704a89a2909c3c7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dd6a8cdbb53ea130fd45371007026ba5d5d7a438 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:19:46.955405+00:00", + "ended_at": "2026-05-04T07:20:00.450962+00:00", + "elapsed_ms": 13495.75, + "prompt_metrics": { + "chars": 12019, + "bytes_utf8": 12019, + "lines": 397, + "estimated_tokens": 3863 + }, + "stdout_metrics": { + "chars": 835, + "bytes_utf8": 835, + "lines": 4, + "estimated_tokens": 260 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13179 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 506, + "bytes_utf8": 506, + "lines": 1, + "estimated_tokens": 148 + }, + "usage": { + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 164 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..363b12f04cd2fb1c75c843088264cdb31671adff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,397 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_2, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "nom_2", + "target_col": "target", + "target_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2ffc72f4098097fef9bc1b405e4faff578d4253 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1db-7ea1-7af0-8ab5-a366425c5d4d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_2\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"nom_2\\\", target_col=\\\"target\\\", target_value='1', min_support=5, and top_k=12. Identifiers are double-quoted and the SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":22912,"output_tokens":164}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..80825a6760ac491456f0f304c37ac930fa10cfad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_2\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_2\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"nom_2\", target_col=\"target\", target_value='1', min_support=5, and top_k=12. Identifiers are double-quoted and the SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1bdca93c6757a7a31466b6b12e49026c1c86ada9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:19:47.175089Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:19:49.503192Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:19:59.618720Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1be0a43bbe1f79380f6d82bb2a7ff5274e2aa9cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_2, target_col=target. +Result preview: [{"nom_2": "Hamster", "support": 29487, "focus_rate": 0.3592091430121749}, {"nom_2": "Cat", "support": 49659, "focus_rate": 0.3353672043335548}, {"nom_2": "Axolotl", "support": 36136, "focus_rate": 0.31901704671241976}, {"nom_2": "Snake", "support": 45979, "focus_rate": 0.30716196524500317}, {"nom_2": "Lion", "support": 101295, "focus_rate": 0.293084555012587}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6c1312ba54688179bdff55ee027175c2b88faeaa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_0704a89a2909c3c7 +-- problem_id: v2p_c14_ceb2c48570bae08f +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_2", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_2" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f0d49ba99bdd63c033c29efdc9b372beda31fb7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_2\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_2\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_2\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\", \"columns\": [\"nom_2\", \"support\", \"focus_rate\"], \"rows\": [{\"nom_2\": \"Hamster\", \"support\": 29487, \"focus_rate\": 0.3592091430121749}, {\"nom_2\": \"Cat\", \"support\": 49659, \"focus_rate\": 0.3353672043335548}, {\"nom_2\": \"Axolotl\", \"support\": 36136, \"focus_rate\": 0.31901704671241976}, {\"nom_2\": \"Snake\", \"support\": 45979, \"focus_rate\": 0.30716196524500317}, {\"nom_2\": \"Lion\", \"support\": 101295, \"focus_rate\": 0.293084555012587}, {\"nom_2\": \"Dog\", \"support\": 37444, \"focus_rate\": 0.24513940818288643}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 273.09}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..786a9ef3a5eb60d758c60f845f7c95a7a862fb1d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:19:46.897307+00:00", + "ended_at": "2026-05-04T07:20:00.752888+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_0704a89a2909c3c7", + "problem_id": "v2p_c14_ceb2c48570bae08f", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_2, target_col=target.", + "bindings": { + "group_col": "nom_2", + "target_col": "target", + "target_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_0704a89a2909c3c7.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0704a89a2909c3c7", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 164, + "total_tokens": 24116, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 148, + "estimated_total_tokens": 4011, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13495.75, + "sql_execution_elapsed_ms_total": 273.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_0704a89a2909c3c7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..323b1bc1d13c2c42db5242229b549a24f4bf4379 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:20:00.470528+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13495.75, "started_at": "2026-05-04T07:19:46.955405+00:00", "ended_at": "2026-05-04T07:20:00.450962+00:00", "prompt_metrics": {"chars": 12019, "bytes_utf8": 12019, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 506, "bytes_utf8": 506, "lines": 1, "estimated_tokens": 148}, "usage": {"input_tokens": 23952, "cached_input_tokens": 22912, "output_tokens": 164}, "stderr_preview": "2026-05-04T07:19:47.175089Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:19:49.503192Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"nom_2\\\", target_col=\\\"target\\\", target_value='1', min_support=5, and top_k=12. Identifiers are double-quoted and the SQL is SQLite-compatible.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e34c85650211bd23fdf8d4b6d60b529efdff5958 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0704a89a2909c3c7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0704a89a2909c3c7", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 164, + "total_tokens": 24116, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 148, + "estimated_total_tokens": 4011, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13495.75, + "sql_execution_elapsed_ms_total": 273.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_0704a89a2909c3c7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff753f824085bac341a04fc500e8290da941d43e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11858, "bytes_utf8": 11858, "lines": 396, "estimated_tokens": 3832}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 23921, "cached_input_tokens": 22912, "output_tokens": 138}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ae3954bff910fac93ba22fc54d861650682e92fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_077b5b308a8903e7", + "api_calls": 0, + "input_tokens": 23921, + "cached_input_tokens": 22912, + "output_tokens": 138, + "total_tokens": 24059, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3832, + "estimated_output_tokens": 123, + "estimated_total_tokens": 3955, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11324.34, + "sql_execution_elapsed_ms_total": 454.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_077b5b308a8903e7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c7b939feb1b8f629625f401a5722f8f07c837a57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:27:47.663649+00:00", + "ended_at": "2026-05-04T07:27:58.987752+00:00", + "elapsed_ms": 11324.34, + "prompt_metrics": { + "chars": 11858, + "bytes_utf8": 11858, + "lines": 396, + "estimated_tokens": 3832 + }, + "stdout_metrics": { + "chars": 723, + "bytes_utf8": 723, + "lines": 4, + "estimated_tokens": 233 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13247 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 387, + "bytes_utf8": 387, + "lines": 1, + "estimated_tokens": 123 + }, + "usage": { + "input_tokens": 23921, + "cached_input_tokens": 22912, + "output_tokens": 138 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3460178f7a952556494631045acc44aabec668d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=nom_4, group_col_2=ord_3.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "nom_4", + "group_col_2": "ord_3", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e92f627f145806f54e92bf160102b98ee91876b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e2-d484-7053-9626-25c17fe3ca19"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"nom_4\\\",\\n \\\"ord_3\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\", \\\"ord_3\\\"\\nORDER BY support ASC, \\\"nom_4\\\", \\\"ord_3\\\"\\nLIMIT 15;\",\"notes\":\"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=nom_4, group_col_2=ord_3, and top_k=15 on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23921,"cached_input_tokens":22912,"output_tokens":138}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ef4d88dcde269a7d962610301e8feb958e9a993 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"nom_4\",\n \"ord_3\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"nom_4\", \"ord_3\"\nORDER BY support ASC, \"nom_4\", \"ord_3\"\nLIMIT 15;","notes":"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=nom_4, group_col_2=ord_3, and top_k=15 on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ada341a84d241b2d7fac0bb0556aa9de8e1ba3bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:27:47.919435Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:27:50.310617Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:27:58.067843Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1edc0e366554908c28ca6a5ccaf5567efd4fc5e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=nom_4, group_col_2=ord_3. +Result preview: [{"nom_4": "Theremin", "ord_3": "m", "support": 61}, {"nom_4": "Bassoon", "ord_3": "m", "support": 74}, {"nom_4": "Oboe", "ord_3": "m", "support": 95}, {"nom_4": "Piano", "ord_3": "m", "support": 98}, {"nom_4": "Theremin", "ord_3": "n", "support": 758}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..08dd831188726b71a48aeb195c939ac2ce71bcfc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_077b5b308a8903e7 +-- problem_id: v2p_c14_0426eb695c14186d +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_4", + "ord_3", + COUNT(*) AS support +FROM "c14" +GROUP BY "nom_4", "ord_3" +ORDER BY support ASC, "nom_4", "ord_3" +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..117af07dc21b0872f770307b720273cd0e645fcc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"nom_4\",\n \"ord_3\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"nom_4\", \"ord_3\"\nORDER BY support ASC, \"nom_4\", \"ord_3\"\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"nom_4\\\",\\n \\\"ord_3\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\", \\\"ord_3\\\"\\nORDER BY support ASC, \\\"nom_4\\\", \\\"ord_3\\\"\\nLIMIT 15;\", \"columns\": [\"nom_4\", \"ord_3\", \"support\"], \"rows\": [{\"nom_4\": \"Theremin\", \"ord_3\": \"m\", \"support\": 61}, {\"nom_4\": \"Bassoon\", \"ord_3\": \"m\", \"support\": 74}, {\"nom_4\": \"Oboe\", \"ord_3\": \"m\", \"support\": 95}, {\"nom_4\": \"Piano\", \"ord_3\": \"m\", \"support\": 98}, {\"nom_4\": \"Theremin\", \"ord_3\": \"n\", \"support\": 758}, {\"nom_4\": \"Bassoon\", \"ord_3\": \"n\", \"support\": 926}, {\"nom_4\": \"Piano\", \"ord_3\": \"n\", \"support\": 1111}, {\"nom_4\": \"Oboe\", \"ord_3\": \"n\", \"support\": 1219}, {\"nom_4\": \"Theremin\", \"ord_3\": \"c\", \"support\": 1256}, {\"nom_4\": \"Theremin\", \"ord_3\": \"d\", \"support\": 1471}, {\"nom_4\": \"Bassoon\", \"ord_3\": \"c\", \"support\": 1506}, {\"nom_4\": \"Bassoon\", \"ord_3\": \"d\", \"support\": 1738}, {\"nom_4\": \"Piano\", \"ord_3\": \"c\", \"support\": 2015}, {\"nom_4\": \"Theremin\", \"ord_3\": \"o\", \"support\": 2087}, {\"nom_4\": \"Theremin\", \"ord_3\": \"b\", \"support\": 2143}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 454.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b41548710fbdc975e173f92d9a8bef78c94cfc51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:27:47.608110+00:00", + "ended_at": "2026-05-04T07:27:59.473418+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_077b5b308a8903e7", + "problem_id": "v2p_c14_0426eb695c14186d", + "dataset_id": "c14", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=nom_4, group_col_2=ord_3.", + "bindings": { + "group_col": "nom_4", + "group_col_2": "ord_3", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=120" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_077b5b308a8903e7.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_077b5b308a8903e7", + "api_calls": 0, + "input_tokens": 23921, + "cached_input_tokens": 22912, + "output_tokens": 138, + "total_tokens": 24059, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3832, + "estimated_output_tokens": 123, + "estimated_total_tokens": 3955, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11324.34, + "sql_execution_elapsed_ms_total": 454.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_077b5b308a8903e7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..790aba5befcafa45dec21f764d3121f7319ecc64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_077b5b308a8903e7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:27:59.009878+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11324.34, "started_at": "2026-05-04T07:27:47.663649+00:00", "ended_at": "2026-05-04T07:27:58.987752+00:00", "prompt_metrics": {"chars": 11858, "bytes_utf8": 11858, "lines": 396, "estimated_tokens": 3832}, "response_metrics": {"chars": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 23921, "cached_input_tokens": 22912, "output_tokens": 138}, "stderr_preview": "2026-05-04T07:27:47.919435Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:27:50.310617Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_1, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "nom_1", + "target_col": "target", + "target_value": "0", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..acf7f141642d5c7579ceed97199dc8b293dcbaf2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1db-112c-72f2-b4bb-a6573057407a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_1\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"nom_1\\\", target_col=\\\"target\\\", target_value='0', min_support=5, and top_k=11. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23953,"cached_input_tokens":22912,"output_tokens":164}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb47dbfd11c00195ee5034b173d5218af8b5fcd4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_1\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_1\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"nom_1\", target_col=\"target\", target_value='0', min_support=5, and top_k=11. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88987172695275b4041e15c9777caf54e76bf57b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:19:19.167875Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:19:21.508350Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:19:29.802051Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f77933898e0dab4221f1147ff9357cbe0639ad3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_1, target_col=target. +Result preview: [{"nom_1": "Circle", "support": 37320, "focus_rate": 0.7543408360128617}, {"nom_1": "Trapezoid", "support": 101181, "focus_rate": 0.7099455431355689}, {"nom_1": "Star", "support": 45904, "focus_rate": 0.6893734750784245}, {"nom_1": "Polygon", "support": 36143, "focus_rate": 0.6845308911822483}, {"nom_1": "Square", "support": 49597, "focus_rate": 0.6610682097707523}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e406c4b4dc364096e5314061d4f496bf2533d93d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_086dd6ea6705bcd7 +-- problem_id: v2p_c14_ac0616ee4878771c +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_1", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_1" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d677b82d8390c2077319a2ad7b6cfe84e372cff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_1\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_1\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_1\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\", \"columns\": [\"nom_1\", \"support\", \"focus_rate\"], \"rows\": [{\"nom_1\": \"Circle\", \"support\": 37320, \"focus_rate\": 0.7543408360128617}, {\"nom_1\": \"Trapezoid\", \"support\": 101181, \"focus_rate\": 0.7099455431355689}, {\"nom_1\": \"Star\", \"support\": 45904, \"focus_rate\": 0.6893734750784245}, {\"nom_1\": \"Polygon\", \"support\": 36143, \"focus_rate\": 0.6845308911822483}, {\"nom_1\": \"Square\", \"support\": 49597, \"focus_rate\": 0.6610682097707523}, {\"nom_1\": \"Triangle\", \"support\": 29855, \"focus_rate\": 0.6390219393736393}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 327.72}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ff44a8b3e74fa31e15d693f5cf962b1952ea15a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:19:18.877569+00:00", + "ended_at": "2026-05-04T07:19:31.061390+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_086dd6ea6705bcd7", + "problem_id": "v2p_c14_ac0616ee4878771c", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_1, target_col=target.", + "bindings": { + "group_col": "nom_1", + "target_col": "target", + "target_value": "0", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_086dd6ea6705bcd7.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_086dd6ea6705bcd7", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 164, + "total_tokens": 24117, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 148, + "estimated_total_tokens": 4012, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11762.51, + "sql_execution_elapsed_ms_total": 327.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_086dd6ea6705bcd7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b572129b2fa8988745ef7d9179578791ef239e2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:19:30.720093+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11762.51, "started_at": "2026-05-04T07:19:18.931892+00:00", "ended_at": "2026-05-04T07:19:30.694775+00:00", "prompt_metrics": {"chars": 12026, "bytes_utf8": 12026, "lines": 397, "estimated_tokens": 3864}, "response_metrics": {"chars": 508, "bytes_utf8": 508, "lines": 1, "estimated_tokens": 148}, "usage": {"input_tokens": 23953, "cached_input_tokens": 22912, "output_tokens": 164}, "stderr_preview": "2026-05-04T07:19:19.167875Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:19:21.508350Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"nom_1\\\", target_col=\\\"target\\\", target_value='0', min_support=5, and top_k=11. Identifiers are double-quoted and the query is SQLite-compatible.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0b0251a47df4fd4e9f46a154c3d2f49a069f2f5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_086dd6ea6705bcd7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_086dd6ea6705bcd7", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 164, + "total_tokens": 24117, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 148, + "estimated_total_tokens": 4012, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11762.51, + "sql_execution_elapsed_ms_total": 327.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_086dd6ea6705bcd7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f85366c787da65e910b23e540a0facbebc097e11 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12173, "bytes_utf8": 12173, "lines": 401, "estimated_tokens": 3867}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 970, "bytes_utf8": 970, "lines": 1, "estimated_tokens": 320}, "usage": {"input_tokens": 23958, "cached_input_tokens": 19840, "output_tokens": 456}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 13016, "bytes_utf8": 13016, "lines": 405, "estimated_tokens": 4146}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 949, "bytes_utf8": 949, "lines": 1, "estimated_tokens": 315}, "usage": {"input_tokens": 24237, "cached_input_tokens": 22912, "output_tokens": 346}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..63bc78371b76158a1609f198c325e85a436618d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_08e4a00c7029b038", + "api_calls": 0, + "input_tokens": 48195, + "cached_input_tokens": 42752, + "output_tokens": 802, + "total_tokens": 48997, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 8013, + "estimated_output_tokens": 635, + "estimated_total_tokens": 8648, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32669.14, + "sql_execution_elapsed_ms_total": 1262.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_08e4a00c7029b038\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..38d77d1649409039c7497abf9249e7c938e5bfb1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:05:56.693166+00:00", + "ended_at": "2026-05-04T07:06:13.510413+00:00", + "elapsed_ms": 16817.92, + "prompt_metrics": { + "chars": 12173, + "bytes_utf8": 12173, + "lines": 401, + "estimated_tokens": 3867 + }, + "stdout_metrics": { + "chars": 1406, + "bytes_utf8": 1406, + "lines": 4, + "estimated_tokens": 492 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13151 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 970, + "bytes_utf8": 970, + "lines": 1, + "estimated_tokens": 320 + }, + "usage": { + "input_tokens": 23958, + "cached_input_tokens": 19840, + "output_tokens": 456 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..97d61bd5a18abb165485c75080f01db6acaca0a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:06:13.526325+00:00", + "ended_at": "2026-05-04T07:06:29.384143+00:00", + "elapsed_ms": 15851.22, + "prompt_metrics": { + "chars": 13016, + "bytes_utf8": 13016, + "lines": 405, + "estimated_tokens": 4146 + }, + "stdout_metrics": { + "chars": 1374, + "bytes_utf8": 1374, + "lines": 4, + "estimated_tokens": 477 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13227 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 949, + "bytes_utf8": 949, + "lines": 1, + "estimated_tokens": 315 + }, + "usage": { + "input_tokens": 24237, + "cached_input_tokens": 22912, + "output_tokens": 346 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4535f5c8a53f38cdadd4329d9e8c19f1088db2be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,401 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=nom_4, measure_col=ord_0, condition_col=bin_0.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "nom_4", + "measure_col": "ord_0", + "condition_col": "bin_0", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5625289c0c372e2535614ef5c75857cdb0c13791 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,405 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=nom_4, measure_col=ord_0, condition_col=bin_0.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "nom_4", + "measure_col": "ord_0", + "condition_col": "bin_0", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"nom_4\",\n CAST(\"ord_0\" AS REAL) AS \"ord_0_num\"\n FROM \"c14\"\n WHERE \"bin_0\" = '0'\n AND \"nom_4\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"nom_4\",\n \"ord_0_num\",\n ROW_NUMBER() OVER (PARTITION BY \"nom_4\" ORDER BY \"ord_0_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"nom_4\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"nom_4\",\n \"ord_0_num\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"cnt\" >= 5\n AND \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nORDER BY \"conditional_percentile\" DESC, \"nom_4\"\nLIMIT 10;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8ec93f160170a79653893e5622a65592b6b4b27 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ce-d36a-7a30-b91a-5b7eeb5a1863"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"nom_4\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"ord_0_num\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"bin_0\\\" = '0'\\n AND \\\"nom_4\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_4\\\",\\n \\\"ord_0_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"nom_4\\\" ORDER BY \\\"ord_0_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"nom_4\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"nom_4\\\",\\n \\\"ord_0_num\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC, \\\"nom_4\\\"\\nLIMIT 10;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \\\"nom_4\\\" over rows where \\\"bin_0\\\" = '0'. \\\"ord_0\\\" is cast from TEXT to REAL, and a minimum group size of 5 plus LIMIT 10 were applied from the provided bindings.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23958,"cached_input_tokens":19840,"output_tokens":456}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cc09c8814ad3438a2e48d02315adcb9c8756d45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"nom_4\",\n CAST(\"ord_0\" AS REAL) AS \"ord_0_num\"\n FROM \"c14\"\n WHERE \"bin_0\" = '0'\n AND \"nom_4\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"nom_4\",\n \"ord_0_num\",\n ROW_NUMBER() OVER (PARTITION BY \"nom_4\" ORDER BY \"ord_0_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"nom_4\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"nom_4\",\n \"ord_0_num\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"cnt\" >= 5\n AND \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nORDER BY \"conditional_percentile\" DESC, \"nom_4\"\nLIMIT 10;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \"nom_4\" over rows where \"bin_0\" = '0'. \"ord_0\" is cast from TEXT to REAL, and a minimum group size of 5 plus LIMIT 10 were applied from the provided bindings."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9433aa338a76c9d3ef933ecea34c40a21fdd407b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cf-1527-7c81-9a85-caadfde67863"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"nom_4\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"ord_0_num\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"bin_0\\\" = '0'\\n AND \\\"nom_4\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_4\\\",\\n \\\"ord_0_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"nom_4\\\" ORDER BY \\\"ord_0_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"nom_4\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"nom_4\\\",\\n \\\"ord_0_num\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = CAST((9 * \\\"cnt\\\" + 9) / 10 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC, \\\"nom_4\\\"\\nLIMIT 10;\",\"notes\":\"Repaired the previous SQLite error by replacing unsupported CEIL with integer arithmetic for the 0.9 quantile rank: ceil(0.9 * cnt) = (9 * cnt + 9) / 10, then cast to INTEGER. Uses only the provided single table and bound roles.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":24237,"cached_input_tokens":22912,"output_tokens":346}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dec57553e5d69d84742a058d010ebcfa0978a203 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"nom_4\",\n CAST(\"ord_0\" AS REAL) AS \"ord_0_num\"\n FROM \"c14\"\n WHERE \"bin_0\" = '0'\n AND \"nom_4\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"nom_4\",\n \"ord_0_num\",\n ROW_NUMBER() OVER (PARTITION BY \"nom_4\" ORDER BY \"ord_0_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"nom_4\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"nom_4\",\n \"ord_0_num\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"cnt\" >= 5\n AND \"rn\" = CAST((9 * \"cnt\" + 9) / 10 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC, \"nom_4\"\nLIMIT 10;","notes":"Repaired the previous SQLite error by replacing unsupported CEIL with integer arithmetic for the 0.9 quantile rank: ceil(0.9 * cnt) = (9 * cnt + 9) / 10, then cast to INTEGER. Uses only the provided single table and bound roles."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bba8ff180666f587b181b23db878fba4e201e9f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:05:56.953558Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:05:59.504255Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:06:12.632586Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5ffb6c9ae09ea61c2a10a3534b838144006e488 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:06:13.750708Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:06:16.199416Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:06:28.190662Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbf7481427a6af06abdf186399143d0b535f719c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=nom_4, measure_col=ord_0, condition_col=bin_0. +Result preview: [{"nom_4": "Bassoon", "conditional_percentile": 3.0}, {"nom_4": "Oboe", "conditional_percentile": 3.0}, {"nom_4": "Piano", "conditional_percentile": 3.0}, {"nom_4": "Theremin", "conditional_percentile": 3.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bb538a0bc67fff39cff15593e42336a500f3ce32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/generated_sql.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_08e4a00c7029b038 +-- problem_id: v2p_c14_a6d9627504cd0535 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "nom_4", + CAST("ord_0" AS REAL) AS "ord_0_num" + FROM "c14" + WHERE "bin_0" = '0' + AND "nom_4" IS NOT NULL + AND "ord_0" IS NOT NULL +), "ranked" AS ( + SELECT + "nom_4", + "ord_0_num", + ROW_NUMBER() OVER (PARTITION BY "nom_4" ORDER BY "ord_0_num") AS "rn", + COUNT(*) OVER (PARTITION BY "nom_4") AS "cnt" + FROM "filtered" +) +SELECT + "nom_4", + "ord_0_num" AS "conditional_percentile" +FROM "ranked" +WHERE "cnt" >= 5 + AND "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "conditional_percentile" DESC, "nom_4" +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..450ced854a8e47c0327e33c98b2ba003e20f44e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"nom_4\",\n CAST(\"ord_0\" AS REAL) AS \"ord_0_num\"\n FROM \"c14\"\n WHERE \"bin_0\" = '0'\n AND \"nom_4\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"nom_4\",\n \"ord_0_num\",\n ROW_NUMBER() OVER (PARTITION BY \"nom_4\" ORDER BY \"ord_0_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"nom_4\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"nom_4\",\n \"ord_0_num\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"cnt\" >= 5\n AND \"rn\" = CAST((9 * \"cnt\" + 9) / 10 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC, \"nom_4\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"nom_4\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"ord_0_num\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"bin_0\\\" = '0'\\n AND \\\"nom_4\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_4\\\",\\n \\\"ord_0_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"nom_4\\\" ORDER BY \\\"ord_0_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"nom_4\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"nom_4\\\",\\n \\\"ord_0_num\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = CAST((9 * \\\"cnt\\\" + 9) / 10 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC, \\\"nom_4\\\"\\nLIMIT 10;\", \"columns\": [\"nom_4\", \"conditional_percentile\"], \"rows\": [{\"nom_4\": \"Bassoon\", \"conditional_percentile\": 3.0}, {\"nom_4\": \"Oboe\", \"conditional_percentile\": 3.0}, {\"nom_4\": \"Piano\", \"conditional_percentile\": 3.0}, {\"nom_4\": \"Theremin\", \"conditional_percentile\": 3.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1262.09}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f64ecea2471061f80bc101b42dbacd88214c96ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:05:56.637462+00:00", + "ended_at": "2026-05-04T07:06:30.678889+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_08e4a00c7029b038", + "problem_id": "v2p_c14_a6d9627504cd0535", + "dataset_id": "c14", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=nom_4, measure_col=ord_0, condition_col=bin_0.", + "bindings": { + "group_col": "nom_4", + "measure_col": "ord_0", + "condition_col": "bin_0", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/1", + "binding_index=45" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_08e4a00c7029b038.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_08e4a00c7029b038", + "api_calls": 0, + "input_tokens": 48195, + "cached_input_tokens": 42752, + "output_tokens": 802, + "total_tokens": 48997, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 8013, + "estimated_output_tokens": 635, + "estimated_total_tokens": 8648, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32669.14, + "sql_execution_elapsed_ms_total": 1262.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_08e4a00c7029b038\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5afd89c7588815c346c26fb15d9d4088f629794a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:06:13.526325+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16817.92, "started_at": "2026-05-04T07:05:56.693166+00:00", "ended_at": "2026-05-04T07:06:13.510413+00:00", "prompt_metrics": {"chars": 12173, "bytes_utf8": 12173, "lines": 401, "estimated_tokens": 3867}, "response_metrics": {"chars": 970, "bytes_utf8": 970, "lines": 1, "estimated_tokens": 320}, "usage": {"input_tokens": 23958, "cached_input_tokens": 19840, "output_tokens": 456}, "stderr_preview": "2026-05-04T07:05:56.953558Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:05:59.504255Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\n AND \\\"rn\\\" = CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC, \\\"nom_4\\\"\\nLIMIT 10;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \\\"nom_4\\\" over rows where \\\"bin_0\\\" = '0'. \\\"ord_0\\\" is cast from TEXT to REAL, and a minimum group size of 5 plus LIMIT 10 were applied from the provided bindings.\"}"} +{"timestamp": "2026-05-04T07:06:13.526325+00:00", "event_type": "sqlite_query_error", "engine": "v2-cli:codex", "attempt": 1, "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"nom_4\",\n CAST(\"ord_0\" AS REAL) AS \"ord_0_num\"\n FROM \"c14\"\n WHERE \"bin_0\" = '0'\n AND \"nom_4\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"nom_4\",\n \"ord_0_num\",\n ROW_NUMBER() OVER (PARTITION BY \"nom_4\" ORDER BY \"ord_0_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"nom_4\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"nom_4\",\n \"ord_0_num\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"cnt\" >= 5\n AND \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nORDER BY \"conditional_percentile\" DESC, \"nom_4\"\nLIMIT 10;", "error": "no such function: CEIL"} +{"timestamp": "2026-05-04T07:06:29.404146+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15851.22, "started_at": "2026-05-04T07:06:13.526325+00:00", "ended_at": "2026-05-04T07:06:29.384143+00:00", "prompt_metrics": {"chars": 13016, "bytes_utf8": 13016, "lines": 405, "estimated_tokens": 4146}, "response_metrics": {"chars": 949, "bytes_utf8": 949, "lines": 1, "estimated_tokens": 315}, "usage": {"input_tokens": 24237, "cached_input_tokens": 22912, "output_tokens": 346}, "stderr_preview": "2026-05-04T07:06:13.750708Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:06:16.199416Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\n AND \\\"rn\\\" = CAST((9 * \\\"cnt\\\" + 9) / 10 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC, \\\"nom_4\\\"\\nLIMIT 10;\",\"notes\":\"Repaired the previous SQLite error by replacing unsupported CEIL with integer arithmetic for the 0.9 quantile rank: ceil(0.9 * cnt) = (9 * cnt + 9) / 10, then cast to INTEGER. Uses only the provided single table and bound roles.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..498870460f81357c7d53743d8b097d13bce20d46 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_08e4a00c7029b038/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_08e4a00c7029b038", + "api_calls": 0, + "input_tokens": 48195, + "cached_input_tokens": 42752, + "output_tokens": 802, + "total_tokens": 48997, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 8013, + "estimated_output_tokens": 635, + "estimated_total_tokens": 8648, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32669.14, + "sql_execution_elapsed_ms_total": 1262.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_08e4a00c7029b038\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0996c5d99e2a2eda/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0996c5d99e2a2eda/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0955692312a21798843c092a5466152d22adc268 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0996c5d99e2a2eda/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "Lion", "support": 101295, "support_share": 0.33765, "support_rank": 1}, {"value_label": "Cat", "support": 49659, "support_share": 0.16553, "support_rank": 2}, {"value_label": "Snake", "support": 45979, "support_share": 0.15326333333333333, "support_rank": 3}, {"value_label": "Dog", "support": 37444, "support_share": 0.12481333333333333, "support_rank": 4}, {"value_label": "Axolotl", "support": 36136, "support_share": 0.12045333333333333, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0996c5d99e2a2eda/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0996c5d99e2a2eda/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b0552282ea6f056b00561c7412e1cbe29a0216bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0996c5d99e2a2eda/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_0996c5d99e2a2eda +-- problem_id: v2p_c14_a3df9c2b59d2f132 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_2" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_2" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0996c5d99e2a2eda/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0996c5d99e2a2eda/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..23995d55f8f6997f57471c0f2691202fa20bf255 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0996c5d99e2a2eda/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c14_0996c5d99e2a2eda\n-- problem_id: v2p_c14_a3df9c2b59d2f132\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"nom_2\" AS value_label, COUNT(*) AS support\n FROM \"c14\"\n GROUP BY \"nom_2\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c14_0996c5d99e2a2eda\\n-- problem_id: v2p_c14_a3df9c2b59d2f132\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"nom_2\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c14\\\"\\n GROUP BY \\\"nom_2\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"Lion\", \"support\": 101295, \"support_share\": 0.33765, \"support_rank\": 1}, {\"value_label\": \"Cat\", \"support\": 49659, \"support_share\": 0.16553, \"support_rank\": 2}, {\"value_label\": \"Snake\", \"support\": 45979, \"support_share\": 0.15326333333333333, \"support_rank\": 3}, {\"value_label\": \"Dog\", \"support\": 37444, \"support_share\": 0.12481333333333333, \"support_rank\": 4}, {\"value_label\": \"Axolotl\", \"support\": 36136, \"support_share\": 0.12045333333333333, \"support_rank\": 5}, {\"value_label\": \"Hamster\", \"support\": 29487, \"support_share\": 0.09829, \"support_rank\": 6}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 236.48}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0996c5d99e2a2eda/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0996c5d99e2a2eda/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1e4864ca7938a857d42f6bb28ecd45b2e6634d6b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0996c5d99e2a2eda/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:49.111868+00:00", + "ended_at": "2026-05-04T07:37:49.352570+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_0996c5d99e2a2eda", + "problem_id": "v2p_c14_a3df9c2b59d2f132", + "dataset_id": "c14", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=nom_2.", + "bindings": { + "group_col": "nom_2" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_0996c5d99e2a2eda.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0996c5d99e2a2eda/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0996c5d99e2a2eda/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0996c5d99e2a2eda/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0a95e140d3e45142/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0a95e140d3e45142/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8f8502a1aab5f87013a534a4ce9ef1b689143ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0a95e140d3e45142/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"ord_5": "od", "support": 5019, "avg_response": 1.4845586770272963}, {"ord_5": "fO", "support": 3435, "avg_response": 1.4818049490538574}, {"ord_5": "Zq", "support": 2926, "avg_response": 1.4644565960355433}, {"ord_5": "sD", "support": 2880, "avg_response": 1.4663194444444445}, {"ord_5": "qP", "support": 2854, "avg_response": 1.4698668535388928}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0a95e140d3e45142/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0a95e140d3e45142/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..75f72cafbe0179c8c6315125362f717f6c129639 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0a95e140d3e45142/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_0a95e140d3e45142 +-- problem_id: v2p_c14_88d7fe22e3f82826 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ord_5", + COUNT(*) AS support, + AVG("ord_0") AS avg_response +FROM "c14" +GROUP BY "ord_5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0a95e140d3e45142/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0a95e140d3e45142/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6d8af53639ccbf702a8666945e14860e631419a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0a95e140d3e45142/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_0a95e140d3e45142\n-- problem_id: v2p_c14_88d7fe22e3f82826\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ord_5\",\n COUNT(*) AS support,\n AVG(\"ord_0\") AS avg_response\nFROM \"c14\"\nGROUP BY \"ord_5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_0a95e140d3e45142\\n-- problem_id: v2p_c14_88d7fe22e3f82826\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ord_5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"ord_0\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ord_5\", \"support\", \"avg_response\"], \"rows\": [{\"ord_5\": \"od\", \"support\": 5019, \"avg_response\": 1.4845586770272963}, {\"ord_5\": \"fO\", \"support\": 3435, \"avg_response\": 1.4818049490538574}, {\"ord_5\": \"Zq\", \"support\": 2926, \"avg_response\": 1.4644565960355433}, {\"ord_5\": \"sD\", \"support\": 2880, \"avg_response\": 1.4663194444444445}, {\"ord_5\": \"qP\", \"support\": 2854, \"avg_response\": 1.4698668535388928}, {\"ord_5\": \"Xi\", \"support\": 2840, \"avg_response\": 1.4799295774647887}, {\"ord_5\": \"Gb\", \"support\": 2824, \"avg_response\": 1.4893767705382437}, {\"ord_5\": \"TZ\", \"support\": 2798, \"avg_response\": 1.4771265189421015}, {\"ord_5\": \"Bd\", \"support\": 2771, \"avg_response\": 1.4662576687116564}, {\"ord_5\": \"on\", \"support\": 2764, \"avg_response\": 1.458755426917511}, {\"ord_5\": \"ac\", \"support\": 2758, \"avg_response\": 1.4793328498912255}, {\"ord_5\": \"uS\", \"support\": 2757, \"avg_response\": 1.4820457018498367}, {\"ord_5\": \"ek\", \"support\": 2740, \"avg_response\": 1.4806569343065694}, {\"ord_5\": \"CZ\", \"support\": 2735, \"avg_response\": 1.480438756855576}, {\"ord_5\": \"Eg\", \"support\": 2700, \"avg_response\": 1.4737037037037037}, {\"ord_5\": \"PQ\", \"support\": 2688, \"avg_response\": 1.4654017857142858}, {\"ord_5\": \"tP\", \"support\": 2674, \"avg_response\": 1.4596110695587134}, {\"ord_5\": \"Qo\", \"support\": 2654, \"avg_response\": 1.4864355689525246}, {\"ord_5\": \"gJ\", \"support\": 2633, \"avg_response\": 1.4736042537030003}, {\"ord_5\": \"AP\", \"support\": 2614, \"avg_response\": 1.4923488905891353}, {\"ord_5\": \"Xh\", \"support\": 2613, \"avg_response\": 1.4806735553004209}, {\"ord_5\": \"hp\", \"support\": 2612, \"avg_response\": 1.478177641653905}, {\"ord_5\": \"bF\", \"support\": 2603, \"avg_response\": 1.4928928159815598}, {\"ord_5\": \"kW\", \"support\": 2590, \"avg_response\": 1.4772200772200772}, {\"ord_5\": \"Jc\", \"support\": 2572, \"avg_response\": 1.4727838258164851}, {\"ord_5\": \"nh\", \"support\": 2543, \"avg_response\": 1.4789618560755013}, {\"ord_5\": \"ri\", \"support\": 2538, \"avg_response\": 1.4680851063829787}, {\"ord_5\": \"Ed\", \"support\": 2523, \"avg_response\": 1.4597701149425288}, {\"ord_5\": \"cA\", \"support\": 2510, \"avg_response\": 1.4956175298804781}, {\"ord_5\": \"UO\", \"support\": 2508, \"avg_response\": 1.4984051036682615}, {\"ord_5\": \"tM\", \"support\": 2497, \"avg_response\": 1.4809771726071286}, {\"ord_5\": \"sV\", \"support\": 2467, \"avg_response\": 1.5079043372517227}, {\"ord_5\": \"lx\", \"support\": 2445, \"avg_response\": 1.4948875255623721}, {\"ord_5\": \"dP\", \"support\": 2438, \"avg_response\": 1.475799835931091}, {\"ord_5\": \"MV\", \"support\": 2435, \"avg_response\": 1.4862422997946612}, {\"ord_5\": \"Kq\", \"support\": 2431, \"avg_response\": 1.4705882352941178}, {\"ord_5\": \"eQ\", \"support\": 2430, \"avg_response\": 1.4864197530864198}, {\"ord_5\": \"su\", \"support\": 2421, \"avg_response\": 1.486988847583643}, {\"ord_5\": \"qo\", \"support\": 2409, \"avg_response\": 1.4910751349107514}, {\"ord_5\": \"Qh\", \"support\": 2389, \"avg_response\": 1.4989535370447886}, {\"ord_5\": \"be\", \"support\": 2382, \"avg_response\": 1.477329974811083}, {\"ord_5\": \"aP\", \"support\": 2371, \"avg_response\": 1.4934626739772248}, {\"ord_5\": \"zU\", \"support\": 2360, \"avg_response\": 1.4627118644067796}, {\"ord_5\": \"Dx\", \"support\": 2337, \"avg_response\": 1.4664099272571673}, {\"ord_5\": \"Sc\", \"support\": 2289, \"avg_response\": 1.4770642201834863}, {\"ord_5\": \"xy\", \"support\": 2279, \"avg_response\": 1.490566037735849}, {\"ord_5\": \"JX\", \"support\": 2276, \"avg_response\": 1.4710017574692442}, {\"ord_5\": \"MC\", \"support\": 2268, \"avg_response\": 1.4872134038800706}, {\"ord_5\": \"Wv\", \"support\": 2224, \"avg_response\": 1.4851618705035972}, {\"ord_5\": \"aO\", \"support\": 2224, \"avg_response\": 1.4640287769784173}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 309.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0a95e140d3e45142/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0a95e140d3e45142/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..018fbee4891521610fbeaa7081f0a2fa0a474f0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0a95e140d3e45142/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:38:01.284437+00:00", + "ended_at": "2026-05-04T07:38:01.599699+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_0a95e140d3e45142", + "problem_id": "v2p_c14_88d7fe22e3f82826", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=ord_0, key_col=ord_5.", + "bindings": { + "key_col": "ord_5", + "measure_col": "ord_0", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=29", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 29, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_0a95e140d3e45142.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0a95e140d3e45142/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0a95e140d3e45142/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0a95e140d3e45142/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1ed420c1e8c95a5deee989b42e0a835b79fd869 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11603, "bytes_utf8": 11603, "lines": 394, "estimated_tokens": 3720}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 351, "bytes_utf8": 351, "lines": 1, "estimated_tokens": 84}, "usage": {"input_tokens": 23811, "cached_input_tokens": 22912, "output_tokens": 100}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2bc581c4a40881e65f1ba7b9db6992c5579efd35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0e121e4fdb26c063", + "api_calls": 0, + "input_tokens": 23811, + "cached_input_tokens": 22912, + "output_tokens": 100, + "total_tokens": 23911, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3720, + "estimated_output_tokens": 84, + "estimated_total_tokens": 3804, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11930.61, + "sql_execution_elapsed_ms_total": 231.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_0e121e4fdb26c063\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..19b769e505d819bb52c2a89d81009b6fdba42ce6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:07:15.537581+00:00", + "ended_at": "2026-05-04T07:07:27.466671+00:00", + "elapsed_ms": 11930.61, + "prompt_metrics": { + "chars": 11603, + "bytes_utf8": 11603, + "lines": 394, + "estimated_tokens": 3720 + }, + "stdout_metrics": { + "chars": 671, + "bytes_utf8": 671, + "lines": 4, + "estimated_tokens": 187 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13226 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 351, + "bytes_utf8": 351, + "lines": 1, + "estimated_tokens": 84 + }, + "usage": { + "input_tokens": 23811, + "cached_input_tokens": 22912, + "output_tokens": 100 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..caecd1cd35e5bca4d9e6089853e8690a567701ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,394 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=month.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "month", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cea25691a5dd78ba6f45ecc482cfe2f424dceaf2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d0-0781-76a3-970e-0d39acee8a16"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"month\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"month\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"month\\\" on the single table \\\"c14\\\". Query is SQLite-compatible and uses only the provided table and column.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23811,"cached_input_tokens":22912,"output_tokens":100}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ad13fbf16b791b1603a7169c3fc0e05335ea9aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"month\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"month\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"month\" on the single table \"c14\". Query is SQLite-compatible and uses only the provided table and column."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ac08bfc450a31786a939376568f2ae37a9cde71 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:07:15.770473Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:07:18.152025Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:07:26.639366Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..76eff3326ca7f03c72dbace78a3001cb19fe2650 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=month. +Result preview: [{"month": "2", "row_count": 45305}, {"month": "3", "row_count": 40867}, {"month": "1", "row_count": 40848}, {"month": "11", "row_count": 25732}, {"month": "12", "row_count": 25204}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b60a11359adcbfe6ec895f509487c6a90cbc7a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_0e121e4fdb26c063 +-- problem_id: v2p_c14_843ba02f0484e0cd +-- realization_mode: agent +-- source_kind: agent +SELECT "month", COUNT(*) AS row_count +FROM "c14" +GROUP BY "month" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58dd1dc95daae0837cee08fd0d4611a07bdf26bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"month\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"month\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"month\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"month\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"month\", \"row_count\"], \"rows\": [{\"month\": \"2\", \"row_count\": 45305}, {\"month\": \"3\", \"row_count\": 40867}, {\"month\": \"1\", \"row_count\": 40848}, {\"month\": \"11\", \"row_count\": 25732}, {\"month\": \"12\", \"row_count\": 25204}, {\"month\": \"4\", \"row_count\": 24920}, {\"month\": \"9\", \"row_count\": 24857}, {\"month\": \"10\", \"row_count\": 22112}, {\"month\": \"7\", \"row_count\": 19867}, {\"month\": \"8\", \"row_count\": 18730}, {\"month\": \"5\", \"row_count\": 10995}, {\"month\": \"6\", \"row_count\": 563}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 231.53}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fa75ddd4990ed8d8e839f3e7a64c8c4b519664c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:07:15.476267+00:00", + "ended_at": "2026-05-04T07:07:27.741883+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_0e121e4fdb26c063", + "problem_id": "v2p_c14_843ba02f0484e0cd", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=month.", + "bindings": { + "group_col": "month", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_0e121e4fdb26c063.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0e121e4fdb26c063", + "api_calls": 0, + "input_tokens": 23811, + "cached_input_tokens": 22912, + "output_tokens": 100, + "total_tokens": 23911, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3720, + "estimated_output_tokens": 84, + "estimated_total_tokens": 3804, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11930.61, + "sql_execution_elapsed_ms_total": 231.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_0e121e4fdb26c063\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06a331cfa1fedaadb018bae549d1afa4767b4abe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e121e4fdb26c063/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:07:27.488675+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11930.61, "started_at": "2026-05-04T07:07:15.537581+00:00", "ended_at": "2026-05-04T07:07:27.466671+00:00", "prompt_metrics": {"chars": 11603, "bytes_utf8": 11603, "lines": 394, "estimated_tokens": 3720}, "response_metrics": {"chars": 351, "bytes_utf8": 351, "lines": 1, "estimated_tokens": 84}, "usage": {"input_tokens": 23811, "cached_input_tokens": 22912, "output_tokens": 100}, "stderr_preview": "2026-05-04T07:07:15.770473Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:07:18.152025Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_2, measure_col=day.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ord_2", + "measure_col": "day", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6660b8f8fc8642116ea8fd24cdcb2e983065b800 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e9-2cd6-7fa1-b0c9-178ab41d171c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_2\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_2\\\"\\n ORDER BY CAST(\\\"day\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_2\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_2\\\" IS NOT NULL\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"ord_2\\\",\\n \\\"day_value\\\" AS \\\"percentile_measure\\\",\\n \\\"cnt\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((((9 * \\\"cnt\\\") + 9) / 10) AS INTEGER)\\n)\\nSELECT\\n \\\"ord_2\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per \\\"ord_2\\\" on CAST(\\\"day\\\" AS REAL), and applies the provided minimum group size of 5.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":23424,"output_tokens":706}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..56db3dad0fa87c0ad3c699b884cb62514dbc1afa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_2\",\n CAST(\"day\" AS REAL) AS \"day_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_2\"\n ORDER BY CAST(\"day\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_2\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_2\" IS NOT NULL\n AND \"day\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"ord_2\",\n \"day_value\" AS \"percentile_measure\",\n \"cnt\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((((9 * \"cnt\") + 9) / 10) AS INTEGER)\n)\nSELECT\n \"ord_2\",\n \"percentile_measure\"\nFROM \"picked\"\nWHERE \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per \"ord_2\" on CAST(\"day\" AS REAL), and applies the provided minimum group size of 5."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8287e47af6bdc688c86f2551742d3847146e611c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:34:43.781120Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:34:46.433477Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:35:04.449584Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb8fc0d58d4f44f4616573ed3d0be79a02061af7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_2, measure_col=day. +Result preview: [{"ord_2": "Boiling Hot", "percentile_measure": 7.0}, {"ord_2": "Cold", "percentile_measure": 7.0}, {"ord_2": "Freezing", "percentile_measure": 7.0}, {"ord_2": "Hot", "percentile_measure": 7.0}, {"ord_2": "Lava Hot", "percentile_measure": 7.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5960e13c49967946fb4d37011bc80af399034ae1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_0e1c6141f70dd948 +-- problem_id: v2p_c14_156077254e4b61e8 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_2", + CAST("day" AS REAL) AS "day_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_2" + ORDER BY CAST("day" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_2" + ) AS "cnt" + FROM "c14" + WHERE "ord_2" IS NOT NULL + AND "day" IS NOT NULL +), +"picked" AS ( + SELECT + "ord_2", + "day_value" AS "percentile_measure", + "cnt" + FROM "ranked" + WHERE "rn" = CAST((((9 * "cnt") + 9) / 10) AS INTEGER) +) +SELECT + "ord_2", + "percentile_measure" +FROM "picked" +WHERE "cnt" >= 5 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..23584e8ce8c02962d902475f5af4b78307856e3d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_2\",\n CAST(\"day\" AS REAL) AS \"day_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_2\"\n ORDER BY CAST(\"day\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_2\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_2\" IS NOT NULL\n AND \"day\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"ord_2\",\n \"day_value\" AS \"percentile_measure\",\n \"cnt\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((((9 * \"cnt\") + 9) / 10) AS INTEGER)\n)\nSELECT\n \"ord_2\",\n \"percentile_measure\"\nFROM \"picked\"\nWHERE \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_2\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_2\\\"\\n ORDER BY CAST(\\\"day\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_2\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_2\\\" IS NOT NULL\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"ord_2\\\",\\n \\\"day_value\\\" AS \\\"percentile_measure\\\",\\n \\\"cnt\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((((9 * \\\"cnt\\\") + 9) / 10) AS INTEGER)\\n)\\nSELECT\\n \\\"ord_2\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"ord_2\", \"percentile_measure\"], \"rows\": [{\"ord_2\": \"Boiling Hot\", \"percentile_measure\": 7.0}, {\"ord_2\": \"Cold\", \"percentile_measure\": 7.0}, {\"ord_2\": \"Freezing\", \"percentile_measure\": 7.0}, {\"ord_2\": \"Hot\", \"percentile_measure\": 7.0}, {\"ord_2\": \"Lava Hot\", \"percentile_measure\": 7.0}, {\"ord_2\": \"Warm\", \"percentile_measure\": 7.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1412.54}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..af7800b4a86bfc027533bbe8f4fcc826a2a121d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:34:43.461536+00:00", + "ended_at": "2026-05-04T07:35:06.674491+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_0e1c6141f70dd948", + "problem_id": "v2p_c14_156077254e4b61e8", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_2, measure_col=day.", + "bindings": { + "group_col": "ord_2", + "measure_col": "day", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=138" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_0e1c6141f70dd948.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0e1c6141f70dd948", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 23424, + "output_tokens": 706, + "total_tokens": 24583, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 289, + "estimated_total_tokens": 4075, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21712.56, + "sql_execution_elapsed_ms_total": 1412.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_0e1c6141f70dd948\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27fb71230a2c983ff4a6fe1157fa40cf543f4d56 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:35:05.248383+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21712.56, "started_at": "2026-05-04T07:34:43.514825+00:00", "ended_at": "2026-05-04T07:35:05.227534+00:00", "prompt_metrics": {"chars": 11858, "bytes_utf8": 11858, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 916, "bytes_utf8": 916, "lines": 1, "estimated_tokens": 289}, "usage": {"input_tokens": 23877, "cached_input_tokens": 23424, "output_tokens": 706}, "stderr_preview": "2026-05-04T07:34:43.781120Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:34:46.433477Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per \\\"ord_2\\\" on CAST(\\\"day\\\" AS REAL), and applies the provided minimum group size of 5.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2bd45a31054cacc0a3120e882ca59b7dfaae07ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e1c6141f70dd948/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0e1c6141f70dd948", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 23424, + "output_tokens": 706, + "total_tokens": 24583, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 289, + "estimated_total_tokens": 4075, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21712.56, + "sql_execution_elapsed_ms_total": 1412.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_0e1c6141f70dd948\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e67c08e702568ba/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e67c08e702568ba/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c87756cac70943b1185e1087fc4dd6571ddaed1f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e67c08e702568ba/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"nom_9": "163cc60fa", "support": 72, "avg_response": 1.5694444444444444}, {"nom_9": "21578b358", "support": 70, "avg_response": 1.4285714285714286}, {"nom_9": "e8be2364b", "support": 67, "avg_response": 1.5522388059701493}, {"nom_9": "412859a59", "support": 67, "avg_response": 1.328358208955224}, {"nom_9": "f12f038cc", "support": 66, "avg_response": 1.4696969696969697}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e67c08e702568ba/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e67c08e702568ba/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1f865c31153cbb9127d85d2f57100a12765adf5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e67c08e702568ba/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_0e67c08e702568ba +-- problem_id: v2p_c14_dc9c7a310b9222c4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_9", + COUNT(*) AS support, + AVG("ord_0") AS avg_response +FROM "c14" +GROUP BY "nom_9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e67c08e702568ba/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e67c08e702568ba/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d240488079ce09d599e2d935fb68c524920c4cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e67c08e702568ba/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_0e67c08e702568ba\n-- problem_id: v2p_c14_dc9c7a310b9222c4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_9\",\n COUNT(*) AS support,\n AVG(\"ord_0\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_9\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_0e67c08e702568ba\\n-- problem_id: v2p_c14_dc9c7a310b9222c4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_9\\\",\\n COUNT(*) AS support,\\n AVG(\\\"ord_0\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_9\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_9\", \"support\", \"avg_response\"], \"rows\": [{\"nom_9\": \"163cc60fa\", \"support\": 72, \"avg_response\": 1.5694444444444444}, {\"nom_9\": \"21578b358\", \"support\": 70, \"avg_response\": 1.4285714285714286}, {\"nom_9\": \"e8be2364b\", \"support\": 67, \"avg_response\": 1.5522388059701493}, {\"nom_9\": \"412859a59\", \"support\": 67, \"avg_response\": 1.328358208955224}, {\"nom_9\": \"f12f038cc\", \"support\": 66, \"avg_response\": 1.4696969696969697}, {\"nom_9\": \"ca7ddfae9\", \"support\": 65, \"avg_response\": 1.5384615384615385}, {\"nom_9\": \"38039d3a8\", \"support\": 64, \"avg_response\": 1.65625}, {\"nom_9\": \"2257000b0\", \"support\": 64, \"avg_response\": 1.4375}, {\"nom_9\": \"f43b6639b\", \"support\": 63, \"avg_response\": 1.7142857142857142}, {\"nom_9\": \"971c72d33\", \"support\": 63, \"avg_response\": 1.5873015873015872}, {\"nom_9\": \"2668255cf\", \"support\": 63, \"avg_response\": 1.507936507936508}, {\"nom_9\": \"7d43106ff\", \"support\": 63, \"avg_response\": 1.4444444444444444}, {\"nom_9\": \"3a5b9bbd7\", \"support\": 63, \"avg_response\": 1.4126984126984128}, {\"nom_9\": \"3e1d307ac\", \"support\": 63, \"avg_response\": 1.380952380952381}, {\"nom_9\": \"a92c41029\", \"support\": 62, \"avg_response\": 1.6451612903225807}, {\"nom_9\": \"b043b3d84\", \"support\": 62, \"avg_response\": 1.6290322580645162}, {\"nom_9\": \"ae709c39d\", \"support\": 62, \"avg_response\": 1.5806451612903225}, {\"nom_9\": \"b37f33d00\", \"support\": 62, \"avg_response\": 1.532258064516129}, {\"nom_9\": \"8defee9b8\", \"support\": 62, \"avg_response\": 1.5}, {\"nom_9\": \"0a29d2401\", \"support\": 62, \"avg_response\": 1.467741935483871}, {\"nom_9\": \"d4d9cd1e9\", \"support\": 62, \"avg_response\": 1.4193548387096775}, {\"nom_9\": \"0e2bfc354\", \"support\": 62, \"avg_response\": 1.3709677419354838}, {\"nom_9\": \"912eb6e42\", \"support\": 62, \"avg_response\": 1.3709677419354838}, {\"nom_9\": \"8e6834928\", \"support\": 61, \"avg_response\": 1.6885245901639345}, {\"nom_9\": \"428d5bad6\", \"support\": 61, \"avg_response\": 1.5081967213114753}, {\"nom_9\": \"af920cd89\", \"support\": 61, \"avg_response\": 1.4754098360655739}, {\"nom_9\": \"9fbd214f0\", \"support\": 61, \"avg_response\": 1.459016393442623}, {\"nom_9\": \"a1d23b123\", \"support\": 61, \"avg_response\": 1.459016393442623}, {\"nom_9\": \"c1324082f\", \"support\": 61, \"avg_response\": 1.459016393442623}, {\"nom_9\": \"4ef13e388\", \"support\": 61, \"avg_response\": 1.4426229508196722}, {\"nom_9\": \"95db371aa\", \"support\": 61, \"avg_response\": 1.4426229508196722}, {\"nom_9\": \"d608ebad3\", \"support\": 61, \"avg_response\": 1.4426229508196722}, {\"nom_9\": \"1903e8cdf\", \"support\": 61, \"avg_response\": 1.4262295081967213}, {\"nom_9\": \"2b7212b50\", \"support\": 61, \"avg_response\": 1.4262295081967213}, {\"nom_9\": \"60f27e6b6\", \"support\": 61, \"avg_response\": 1.4098360655737705}, {\"nom_9\": \"fe5220394\", \"support\": 61, \"avg_response\": 1.4098360655737705}, {\"nom_9\": \"27c271936\", \"support\": 60, \"avg_response\": 1.6166666666666667}, {\"nom_9\": \"c54a4d273\", \"support\": 60, \"avg_response\": 1.6}, {\"nom_9\": \"9332ff270\", \"support\": 60, \"avg_response\": 1.55}, {\"nom_9\": \"b22e596ed\", \"support\": 60, \"avg_response\": 1.55}, {\"nom_9\": \"18e372a4d\", \"support\": 60, \"avg_response\": 1.5333333333333334}, {\"nom_9\": \"2533756c6\", \"support\": 60, \"avg_response\": 1.5}, {\"nom_9\": \"8dfb56d84\", \"support\": 60, \"avg_response\": 1.5}, {\"nom_9\": \"cefa8140e\", \"support\": 60, \"avg_response\": 1.4833333333333334}, {\"nom_9\": \"8e0450be1\", \"support\": 60, \"avg_response\": 1.4666666666666666}, {\"nom_9\": \"04ee2825d\", \"support\": 60, \"avg_response\": 1.4}, {\"nom_9\": \"fe7aa1794\", \"support\": 60, \"avg_response\": 1.4}, {\"nom_9\": \"770664efa\", \"support\": 60, \"avg_response\": 1.3}, {\"nom_9\": \"03dae55ac\", \"support\": 60, \"avg_response\": 1.2666666666666666}, {\"nom_9\": \"a16b1d8cd\", \"support\": 60, \"avg_response\": 1.2666666666666666}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 367.2}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e67c08e702568ba/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e67c08e702568ba/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b867fa8d6fe162b017a6bc91a32ccb503742a1ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e67c08e702568ba/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:58.627469+00:00", + "ended_at": "2026-05-04T07:37:59.001429+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_0e67c08e702568ba", + "problem_id": "v2p_c14_dc9c7a310b9222c4", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=ord_0, key_col=nom_9.", + "bindings": { + "key_col": "nom_9", + "measure_col": "ord_0", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=21", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 21, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_0e67c08e702568ba.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e67c08e702568ba/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e67c08e702568ba/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0e67c08e702568ba/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..08d35a7497060c299861d68cb9af42c0f0404f16 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11845, "bytes_utf8": 11845, "lines": 396, "estimated_tokens": 3827}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 355, "bytes_utf8": 355, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 23916, "cached_input_tokens": 22912, "output_tokens": 158}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..926fed3202398e9899dbcd95a4958550483c8597 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0eeb9a5b731c4295", + "api_calls": 0, + "input_tokens": 23916, + "cached_input_tokens": 22912, + "output_tokens": 158, + "total_tokens": 24074, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3827, + "estimated_output_tokens": 109, + "estimated_total_tokens": 3936, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12015.51, + "sql_execution_elapsed_ms_total": 439.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_0eeb9a5b731c4295\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1b1390415fc8293381bb8a12cfdd3fca5c8ea57c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:28:11.001840+00:00", + "ended_at": "2026-05-04T07:28:23.017445+00:00", + "elapsed_ms": 12015.51, + "prompt_metrics": { + "chars": 11845, + "bytes_utf8": 11845, + "lines": 396, + "estimated_tokens": 3827 + }, + "stdout_metrics": { + "chars": 703, + "bytes_utf8": 703, + "lines": 4, + "estimated_tokens": 229 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13233 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 355, + "bytes_utf8": 355, + "lines": 1, + "estimated_tokens": 109 + }, + "usage": { + "input_tokens": 23916, + "cached_input_tokens": 22912, + "output_tokens": 158 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d8ba268dc375cbb5739161c560c1feca9d27383 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=nom_4, group_col_2=day.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "nom_4", + "group_col_2": "day", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d50ebaa80dbe8b3b0e472ed4a55fa6f367ee4f4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e3-2f8e-77c2-bee0-099212cddea8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"nom_4\\\",\\n \\\"day\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\", \\\"day\\\"\\nORDER BY \\\"support\\\" ASC, \\\"nom_4\\\", \\\"day\\\"\\nLIMIT 12;\",\"notes\":\"Applied the provided Pairwise Sparse Slice Count template with group_col=\\\"nom_4\\\", group_col_2=\\\"day\\\", and top_k=12.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23916,"cached_input_tokens":22912,"output_tokens":158}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b40547721aadf048c0a147a9d7aadb3d1520a9c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"nom_4\",\n \"day\",\n COUNT(*) AS \"support\"\nFROM \"c14\"\nGROUP BY \"nom_4\", \"day\"\nORDER BY \"support\" ASC, \"nom_4\", \"day\"\nLIMIT 12;","notes":"Applied the provided Pairwise Sparse Slice Count template with group_col=\"nom_4\", group_col_2=\"day\", and top_k=12."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7513b459bc3c2d3073f2fd19e2b7d20b0ab718d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:28:11.205608Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:28:13.620226Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:28:21.809699Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4b6acf743782f2f98943f7a317489251c726719 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=nom_4, group_col_2=day. +Result preview: [{"nom_4": "Theremin", "day": "6", "support": 174}, {"nom_4": "Bassoon", "day": "6", "support": 221}, {"nom_4": "Piano", "day": "6", "support": 252}, {"nom_4": "Oboe", "day": "6", "support": 265}, {"nom_4": "Theremin", "day": "5", "support": 3221}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a19f989f55863a537b365fc41bdd543724542ada --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_0eeb9a5b731c4295 +-- problem_id: v2p_c14_d920d96edefd8a0e +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_4", + "day", + COUNT(*) AS "support" +FROM "c14" +GROUP BY "nom_4", "day" +ORDER BY "support" ASC, "nom_4", "day" +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5527a663cdd3e17f39859ebb99fade3bb1ab7382 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"nom_4\",\n \"day\",\n COUNT(*) AS \"support\"\nFROM \"c14\"\nGROUP BY \"nom_4\", \"day\"\nORDER BY \"support\" ASC, \"nom_4\", \"day\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"nom_4\\\",\\n \\\"day\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\", \\\"day\\\"\\nORDER BY \\\"support\\\" ASC, \\\"nom_4\\\", \\\"day\\\"\\nLIMIT 12;\", \"columns\": [\"nom_4\", \"day\", \"support\"], \"rows\": [{\"nom_4\": \"Theremin\", \"day\": \"6\", \"support\": 174}, {\"nom_4\": \"Bassoon\", \"day\": \"6\", \"support\": 221}, {\"nom_4\": \"Piano\", \"day\": \"6\", \"support\": 252}, {\"nom_4\": \"Oboe\", \"day\": \"6\", \"support\": 265}, {\"nom_4\": \"Theremin\", \"day\": \"5\", \"support\": 3221}, {\"nom_4\": \"Bassoon\", \"day\": \"5\", \"support\": 4078}, {\"nom_4\": \"Piano\", \"day\": \"5\", \"support\": 5057}, {\"nom_4\": \"Oboe\", \"day\": \"5\", \"support\": 5431}, {\"nom_4\": \"Theremin\", \"day\": \"7\", \"support\": 6087}, {\"nom_4\": \"Theremin\", \"day\": \"4\", \"support\": 7365}, {\"nom_4\": \"Bassoon\", \"day\": \"7\", \"support\": 7430}, {\"nom_4\": \"Bassoon\", \"day\": \"4\", \"support\": 9158}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 439.65}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8a99b50e4670830e6b8e6ab422ec5662988a4d94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:28:10.946931+00:00", + "ended_at": "2026-05-04T07:28:23.490516+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_0eeb9a5b731c4295", + "problem_id": "v2p_c14_d920d96edefd8a0e", + "dataset_id": "c14", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=nom_4, group_col_2=day.", + "bindings": { + "group_col": "nom_4", + "group_col_2": "day", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=122" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_0eeb9a5b731c4295.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0eeb9a5b731c4295", + "api_calls": 0, + "input_tokens": 23916, + "cached_input_tokens": 22912, + "output_tokens": 158, + "total_tokens": 24074, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3827, + "estimated_output_tokens": 109, + "estimated_total_tokens": 3936, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12015.51, + "sql_execution_elapsed_ms_total": 439.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_0eeb9a5b731c4295\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a4dcd2884498419fd3b074ad3a9045935c7f965 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0eeb9a5b731c4295/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:28:23.041108+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12015.51, "started_at": "2026-05-04T07:28:11.001840+00:00", "ended_at": "2026-05-04T07:28:23.017445+00:00", "prompt_metrics": {"chars": 11845, "bytes_utf8": 11845, "lines": 396, "estimated_tokens": 3827}, "response_metrics": {"chars": 355, "bytes_utf8": 355, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 23916, "cached_input_tokens": 22912, "output_tokens": 158}, "stderr_preview": "2026-05-04T07:28:11.205608Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:28:13.620226Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=day, measure_col=ord_0.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "day", + "measure_col": "ord_0", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f366868b26bfce4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f366868b26bfce4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..74cf7a8a31771bcda604a104e87f733296a92e93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f366868b26bfce4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1eb-2b18-7e31-90ca-b8447da52e55"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"day\\\",\\n CAST(\\\"ord_0\\\" AS INTEGER) AS \\\"ord_0_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"day\\\"\\n ORDER BY CAST(\\\"ord_0\\\" AS INTEGER)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"day\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"day\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"day\\\",\\n \\\"ord_0_num\\\",\\n \\\"rn\\\",\\n CAST(((\\\"cnt\\\" * 9) + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"day\\\",\\n \\\"ord_0_num\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"day\\\" ASC;\",\"notes\":\"Used the planned grouped-percentile shape with group_col=\\\"day\\\" and measure_col=\\\"ord_0\\\". Since SQLite does not support PERCENTILE_CONT, this approximates the 0.9 percentile as the first ordered value at position ceil(0.9 * group_size), casting \\\"ord_0\\\" from TEXT to INTEGER.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":23424,"output_tokens":754}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f366868b26bfce4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f366868b26bfce4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..37994bd37347e27ec92c60e972c63b40b867fdbc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f366868b26bfce4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"day\",\n CAST(\"ord_0\" AS INTEGER) AS \"ord_0_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"day\"\n ORDER BY CAST(\"ord_0\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"day\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"day\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"day\",\n \"ord_0_num\",\n \"rn\",\n CAST(((\"cnt\" * 9) + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"day\",\n \"ord_0_num\" AS \"percentile_measure\"\nFROM \"percentile_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC, \"day\" ASC;","notes":"Used the planned grouped-percentile shape with group_col=\"day\" and measure_col=\"ord_0\". Since SQLite does not support PERCENTILE_CONT, this approximates the 0.9 percentile as the first ordered value at position ceil(0.9 * group_size), casting \"ord_0\" from TEXT to INTEGER."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f366868b26bfce4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f366868b26bfce4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..722e75eb1350c5b7570d762b6be95b9ee01ce80c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f366868b26bfce4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:36:54.367326Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:36:56.743244Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:37:15.661161Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f366868b26bfce4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f366868b26bfce4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d09ef7cba79ad96e4886edda80324ce20fae8211 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f366868b26bfce4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=day, measure_col=ord_0. +Result preview: [{"day": "1", "percentile_measure": 3}, {"day": "2", "percentile_measure": 3}, {"day": "3", "percentile_measure": 3}, {"day": "4", "percentile_measure": 3}, {"day": "5", "percentile_measure": 3}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f366868b26bfce4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f366868b26bfce4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..30835a552572467cfd0d85eb72028fc8a542edb0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f366868b26bfce4/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_0f366868b26bfce4 +-- problem_id: v2p_c14_d9d4a12caf864f9b +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "day", + CAST("ord_0" AS INTEGER) AS "ord_0_num", + ROW_NUMBER() OVER ( + PARTITION BY "day" + ORDER BY CAST("ord_0" AS INTEGER) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "day" + ) AS "cnt" + FROM "c14" + WHERE "day" IS NOT NULL + AND "ord_0" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "day", + "ord_0_num", + "rn", + CAST((("cnt" * 9) + 9) / 10 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "day", + "ord_0_num" AS "percentile_measure" +FROM "percentile_rows" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC, "day" ASC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f366868b26bfce4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f366868b26bfce4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d3b440e930b6f9adef73bc23c25b12042ce138b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f366868b26bfce4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"day\",\n CAST(\"ord_0\" AS INTEGER) AS \"ord_0_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"day\"\n ORDER BY CAST(\"ord_0\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"day\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"day\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"day\",\n \"ord_0_num\",\n \"rn\",\n CAST(((\"cnt\" * 9) + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"day\",\n \"ord_0_num\" AS \"percentile_measure\"\nFROM \"percentile_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC, \"day\" ASC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"day\\\",\\n CAST(\\\"ord_0\\\" AS INTEGER) AS \\\"ord_0_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"day\\\"\\n ORDER BY CAST(\\\"ord_0\\\" AS INTEGER)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"day\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"day\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"day\\\",\\n \\\"ord_0_num\\\",\\n \\\"rn\\\",\\n CAST(((\\\"cnt\\\" * 9) + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"day\\\",\\n \\\"ord_0_num\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"day\\\" ASC;\", \"columns\": [\"day\", \"percentile_measure\"], \"rows\": [{\"day\": \"1\", \"percentile_measure\": 3}, {\"day\": \"2\", \"percentile_measure\": 3}, {\"day\": \"3\", \"percentile_measure\": 3}, {\"day\": \"4\", \"percentile_measure\": 3}, {\"day\": \"5\", \"percentile_measure\": 3}, {\"day\": \"6\", \"percentile_measure\": 3}, {\"day\": \"7\", \"percentile_measure\": 3}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1286.48}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f366868b26bfce4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f366868b26bfce4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4624449f7ad7fe638bdb29d459654f032c83b109 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f366868b26bfce4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:36:54.090160+00:00", + "ended_at": "2026-05-04T07:37:17.553056+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_0f366868b26bfce4", + "problem_id": "v2p_c14_d9d4a12caf864f9b", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=day, measure_col=ord_0.", + "bindings": { + "group_col": "day", + "measure_col": "ord_0", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=141" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_0f366868b26bfce4.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0f366868b26bfce4", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 23424, + "output_tokens": 754, + "total_tokens": 24631, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 324, + "estimated_total_tokens": 4110, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22075.18, + "sql_execution_elapsed_ms_total": 1286.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_0f366868b26bfce4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f366868b26bfce4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f366868b26bfce4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..966153448c96c7492ca9bea63a67b7640a8ea35a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f366868b26bfce4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:37:16.255463+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22075.18, "started_at": "2026-05-04T07:36:54.152377+00:00", "ended_at": "2026-05-04T07:37:16.228036+00:00", "prompt_metrics": {"chars": 11855, "bytes_utf8": 11855, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 1040, "bytes_utf8": 1040, "lines": 1, "estimated_tokens": 324}, "usage": {"input_tokens": 23877, "cached_input_tokens": 23424, "output_tokens": 754}, "stderr_preview": "2026-05-04T07:36:54.367326Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:36:56.743244Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_0, group_col_2=target, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_0", + "group_col_2": "target", + "target_col": "target", + "target_value": "0", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f5bf43048d08fa2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f5bf43048d08fa2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef4fbd7d9a5d167d357d545e07f735167211e192 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f5bf43048d08fa2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c3-a19f-7b43-8054-a6cfca7ec492"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_0\\\", \\\"target\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\", \\\"target\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the required Two-Axis Target Rate Surface template with bindings group_col=bin_0, group_col_2=target, and target_col=target. Since \\\"target\\\" is also the second grouping column, the resulting rate is deterministic within each group (1.0 for target='0', 0.0 otherwise).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23941,"cached_input_tokens":3456,"output_tokens":223}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f5bf43048d08fa2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f5bf43048d08fa2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6350dc5866ce5fca0c0e778446c1b085317bbe52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f5bf43048d08fa2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_0\", \"target\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_0\", \"target\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the required Two-Axis Target Rate Surface template with bindings group_col=bin_0, group_col_2=target, and target_col=target. Since \"target\" is also the second grouping column, the resulting rate is deterministic within each group (1.0 for target='0', 0.0 otherwise)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f5bf43048d08fa2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f5bf43048d08fa2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..62a48366a49206bd033e5c9eb36b18551705c71c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f5bf43048d08fa2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:53:43.276187Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:53:45.816677Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:53:55.228089Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f5bf43048d08fa2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f5bf43048d08fa2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dd3985a509ca82fea68078290166ee875e39ed7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f5bf43048d08fa2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_0, group_col_2=target, target_col=target. +Result preview: [{"bin_0": "0", "target": "0", "target_rate": 1.0}, {"bin_0": "1", "target": "0", "target_rate": 1.0}, {"bin_0": "0", "target": "1", "target_rate": 0.0}, {"bin_0": "1", "target": "1", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f5bf43048d08fa2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f5bf43048d08fa2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..34f5b4eff8ad9fd936c7e9afcc1781961c5d1c96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f5bf43048d08fa2/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_0f5bf43048d08fa2 +-- problem_id: v2p_c14_2f351bec6416fdbe +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "target", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_0", "target" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f5bf43048d08fa2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f5bf43048d08fa2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b4be8be41cc67ea3cf45406618d0d3de7691f6bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f5bf43048d08fa2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_0\", \"target\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_0\", \"target\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_0\\\", \\\"target\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\", \\\"target\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bin_0\", \"target\", \"target_rate\"], \"rows\": [{\"bin_0\": \"0\", \"target\": \"0\", \"target_rate\": 1.0}, {\"bin_0\": \"1\", \"target\": \"0\", \"target_rate\": 1.0}, {\"bin_0\": \"0\", \"target\": \"1\", \"target_rate\": 0.0}, {\"bin_0\": \"1\", \"target\": \"1\", \"target_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 384.61}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f5bf43048d08fa2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f5bf43048d08fa2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..941dddddd92c8bec088bf892cd6dae07166c58ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f5bf43048d08fa2/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:53:42.968448+00:00", + "ended_at": "2026-05-04T06:53:56.505335+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_0f5bf43048d08fa2", + "problem_id": "v2p_c14_2f351bec6416fdbe", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_0, group_col_2=target, target_col=target.", + "bindings": { + "group_col": "bin_0", + "group_col_2": "target", + "target_col": "target", + "target_value": "0", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_0f5bf43048d08fa2.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0f5bf43048d08fa2", + "api_calls": 0, + "input_tokens": 23941, + "cached_input_tokens": 3456, + "output_tokens": 223, + "total_tokens": 24164, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3850, + "estimated_output_tokens": 146, + "estimated_total_tokens": 3996, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13071.49, + "sql_execution_elapsed_ms_total": 384.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_0f5bf43048d08fa2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f5bf43048d08fa2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f5bf43048d08fa2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f19a6c09b584bb9c36a92085838bffaa4f89deb5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0f5bf43048d08fa2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:53:56.112801+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13071.49, "started_at": "2026-05-04T06:53:43.021557+00:00", "ended_at": "2026-05-04T06:53:56.093128+00:00", "prompt_metrics": {"chars": 11993, "bytes_utf8": 11993, "lines": 399, "estimated_tokens": 3850}, "response_metrics": {"chars": 525, "bytes_utf8": 525, "lines": 1, "estimated_tokens": 146}, "usage": {"input_tokens": 23941, "cached_input_tokens": 3456, "output_tokens": 223}, "stderr_preview": "2026-05-04T06:53:43.276187Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:53:45.816677Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0ffe2085a1f017fd/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0ffe2085a1f017fd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..03c45cc447f5a0801f327a41ea72a3b2f4367f17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0ffe2085a1f017fd/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_0ffe2085a1f017fd\n-- problem_id: v2p_c14_f14f26cb6ff6081e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_6\",\n COUNT(*) AS support,\n AVG(\"month\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_6\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_0ffe2085a1f017fd\\n-- problem_id: v2p_c14_f14f26cb6ff6081e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_6\\\",\\n COUNT(*) AS support,\\n AVG(\\\"month\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_6\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_6\", \"support\", \"avg_response\"], \"rows\": [{\"nom_6\": \"d173ac7ca\", \"support\": 1218, \"avg_response\": 5.848111658456486}, {\"nom_6\": \"2ed5a94b0\", \"support\": 1210, \"avg_response\": 5.662809917355372}, {\"nom_6\": \"c9eedfbc2\", \"support\": 1193, \"avg_response\": 6.031014249790444}, {\"nom_6\": \"50d7ad46a\", \"support\": 1175, \"avg_response\": 5.804255319148936}, {\"nom_6\": \"0922e3cb8\", \"support\": 1169, \"avg_response\": 5.817792985457656}, {\"nom_6\": \"d4d727716\", \"support\": 1167, \"avg_response\": 5.96229648671808}, {\"nom_6\": \"705cb7579\", \"support\": 1165, \"avg_response\": 5.942489270386266}, {\"nom_6\": \"1fe17a1fd\", \"support\": 1157, \"avg_response\": 5.828003457216941}, {\"nom_6\": \"3ac1b8814\", \"support\": 1148, \"avg_response\": 5.801393728222997}, {\"nom_6\": \"f497b97d7\", \"support\": 1146, \"avg_response\": 5.632635253054101}, {\"nom_6\": \"4f849ad2d\", \"support\": 1140, \"avg_response\": 5.756140350877193}, {\"nom_6\": \"bc82e0ba0\", \"support\": 1138, \"avg_response\": 5.735500878734622}, {\"nom_6\": \"9448b8e3b\", \"support\": 1137, \"avg_response\": 5.832893579595426}, {\"nom_6\": \"50e49ea04\", \"support\": 1137, \"avg_response\": 5.796833773087071}, {\"nom_6\": \"71c68195d\", \"support\": 1133, \"avg_response\": 5.924095322153574}, {\"nom_6\": \"20636817e\", \"support\": 1133, \"avg_response\": 5.887908208296558}, {\"nom_6\": \"a406a5f12\", \"support\": 1125, \"avg_response\": 5.9351111111111114}, {\"nom_6\": \"bc31d6a6d\", \"support\": 1123, \"avg_response\": 5.667853962600178}, {\"nom_6\": \"e16557b2b\", \"support\": 1119, \"avg_response\": 5.870420017873101}, {\"nom_6\": \"b238965eb\", \"support\": 1117, \"avg_response\": 5.728737690241719}, {\"nom_6\": \"40ac3fcd5\", \"support\": 1116, \"avg_response\": 5.989247311827957}, {\"nom_6\": \"642fcc7be\", \"support\": 1114, \"avg_response\": 5.76391382405745}, {\"nom_6\": \"a20513779\", \"support\": 1114, \"avg_response\": 5.733393177737882}, {\"nom_6\": \"017eb57f0\", \"support\": 1113, \"avg_response\": 5.7834681042228215}, {\"nom_6\": \"f14fe8bc5\", \"support\": 1113, \"avg_response\": 5.718778077268643}, {\"nom_6\": \"cefab1020\", \"support\": 1109, \"avg_response\": 5.811541929666366}, {\"nom_6\": \"3b9693870\", \"support\": 1107, \"avg_response\": 5.68383017163505}, {\"nom_6\": \"f134870d4\", \"support\": 1102, \"avg_response\": 5.79491833030853}, {\"nom_6\": \"cd8e3a0a7\", \"support\": 1101, \"avg_response\": 5.919164396003633}, {\"nom_6\": \"c0f1061ee\", \"support\": 1100, \"avg_response\": 5.79}, {\"nom_6\": \"cd94f29d1\", \"support\": 1096, \"avg_response\": 5.851277372262774}, {\"nom_6\": \"9e0a099c7\", \"support\": 1095, \"avg_response\": 5.664840182648402}, {\"nom_6\": \"edb3cf6c8\", \"support\": 1094, \"avg_response\": 5.6855575868372945}, {\"nom_6\": \"25d3a1087\", \"support\": 1093, \"avg_response\": 5.5333943275388835}, {\"nom_6\": \"bb219c9ac\", \"support\": 1091, \"avg_response\": 5.791017415215399}, {\"nom_6\": \"718fd9453\", \"support\": 1091, \"avg_response\": 5.686526122823098}, {\"nom_6\": \"6046454de\", \"support\": 1086, \"avg_response\": 5.730202578268877}, {\"nom_6\": \"42b1cc2fd\", \"support\": 1081, \"avg_response\": 5.90009250693802}, {\"nom_6\": \"788ba7aea\", \"support\": 1081, \"avg_response\": 5.718778908418131}, {\"nom_6\": \"cf8b12b4e\", \"support\": 1080, \"avg_response\": 5.840740740740741}, {\"nom_6\": \"acf5b10dd\", \"support\": 1075, \"avg_response\": 5.6502325581395345}, {\"nom_6\": \"d213f48ed\", \"support\": 1073, \"avg_response\": 5.7679403541472505}, {\"nom_6\": \"395941181\", \"support\": 1070, \"avg_response\": 5.683177570093458}, {\"nom_6\": \"508ff88dc\", \"support\": 1064, \"avg_response\": 5.768796992481203}, {\"nom_6\": \"32be571ee\", \"support\": 1062, \"avg_response\": 5.739171374764595}, {\"nom_6\": \"b69c236cb\", \"support\": 1061, \"avg_response\": 5.937794533459001}, {\"nom_6\": \"3e44d44eb\", \"support\": 1060, \"avg_response\": 5.749056603773585}, {\"nom_6\": \"73dd803d0\", \"support\": 1057, \"avg_response\": 5.84957426679281}, {\"nom_6\": \"0bcb379d8\", \"support\": 1054, \"avg_response\": 5.7039848197343455}, {\"nom_6\": \"4daee3baf\", \"support\": 1053, \"avg_response\": 5.8262108262108265}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 349.9}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0ffe2085a1f017fd/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0ffe2085a1f017fd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..951ed692ca7181444ccfec4821c3bb4201e71307 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0ffe2085a1f017fd/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:55.167533+00:00", + "ended_at": "2026-05-04T07:37:55.523836+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_0ffe2085a1f017fd", + "problem_id": "v2p_c14_f14f26cb6ff6081e", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=month, key_col=nom_6.", + "bindings": { + "key_col": "nom_6", + "measure_col": "month", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_0ffe2085a1f017fd.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0ffe2085a1f017fd/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0ffe2085a1f017fd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_0ffe2085a1f017fd/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ddc8ea1625f2f2adedddd0e3ca2d801d52b28be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11593, "bytes_utf8": 11593, "lines": 394, "estimated_tokens": 3719}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 273, "bytes_utf8": 273, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 23810, "cached_input_tokens": 19840, "output_tokens": 87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b543e7d6b35c1809ab1e1083a02292e4af1bad43 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_114cd3972f23808d", + "api_calls": 0, + "input_tokens": 23810, + "cached_input_tokens": 19840, + "output_tokens": 87, + "total_tokens": 23897, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3719, + "estimated_output_tokens": 71, + "estimated_total_tokens": 3790, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10975.48, + "sql_execution_elapsed_ms_total": 221.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_114cd3972f23808d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..297a0b1a0c3965cd0f74bf8acc9130b7ba7cdfa3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:07:04.247180+00:00", + "ended_at": "2026-05-04T07:07:15.225053+00:00", + "elapsed_ms": 10975.48, + "prompt_metrics": { + "chars": 11593, + "bytes_utf8": 11593, + "lines": 394, + "estimated_tokens": 3719 + }, + "stdout_metrics": { + "chars": 592, + "bytes_utf8": 592, + "lines": 4, + "estimated_tokens": 170 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13196 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 273, + "bytes_utf8": 273, + "lines": 1, + "estimated_tokens": 71 + }, + "usage": { + "input_tokens": 23810, + "cached_input_tokens": 19840, + "output_tokens": 87 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d859091b28337829ff5ed096c73a1975fcbe3efc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,394 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=day.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "day", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c52d2cec7ee014b5f6c497d73044e27197c3154f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cf-db5f-7792-ae87-ab5b99c13767"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"day\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"day\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"day\\\" on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23810,"cached_input_tokens":19840,"output_tokens":87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4388833d0de4ec0cdeff9a495e7982af9f62ce7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"day\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"day\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"day\" on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7cd162c90e4f6cc4bc6d29b4f44f0a3ab8e21249 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:07:04.475235Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:07:06.998854Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:07:14.579859Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0266ebaececa7fe4d1fe2659ca13dac763188d52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=day. +Result preview: [{"day": "2", "row_count": 74315}, {"day": "1", "row_count": 67144}, {"day": "3", "row_count": 66357}, {"day": "4", "row_count": 40434}, {"day": "7", "row_count": 33051}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d0025ded1bb0b5c1eb520af8cfd8648370825a9d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_114cd3972f23808d +-- problem_id: v2p_c14_3e51de8131f7295e +-- realization_mode: agent +-- source_kind: agent +SELECT "day", COUNT(*) AS row_count +FROM "c14" +GROUP BY "day" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b9a81e7af4905d52c46c3ac6c614598fcc22f50e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"day\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"day\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"day\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"day\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"day\", \"row_count\"], \"rows\": [{\"day\": \"2\", \"row_count\": 74315}, {\"day\": \"1\", \"row_count\": 67144}, {\"day\": \"3\", \"row_count\": 66357}, {\"day\": \"4\", \"row_count\": 40434}, {\"day\": \"7\", \"row_count\": 33051}, {\"day\": \"5\", \"row_count\": 17787}, {\"day\": \"6\", \"row_count\": 912}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 221.23}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0cec70e22b5796901b05c5f5b647df3274c04f24 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:07:04.194803+00:00", + "ended_at": "2026-05-04T07:07:15.474061+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_114cd3972f23808d", + "problem_id": "v2p_c14_3e51de8131f7295e", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=day.", + "bindings": { + "group_col": "day", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_114cd3972f23808d.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_114cd3972f23808d", + "api_calls": 0, + "input_tokens": 23810, + "cached_input_tokens": 19840, + "output_tokens": 87, + "total_tokens": 23897, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3719, + "estimated_output_tokens": 71, + "estimated_total_tokens": 3790, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10975.48, + "sql_execution_elapsed_ms_total": 221.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_114cd3972f23808d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1240467b6f4848f026ba83d283e90991b4de9c1f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_114cd3972f23808d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:07:15.243479+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10975.48, "started_at": "2026-05-04T07:07:04.247180+00:00", "ended_at": "2026-05-04T07:07:15.225053+00:00", "prompt_metrics": {"chars": 11593, "bytes_utf8": 11593, "lines": 394, "estimated_tokens": 3719}, "response_metrics": {"chars": 273, "bytes_utf8": 273, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 23810, "cached_input_tokens": 19840, "output_tokens": 87}, "stderr_preview": "2026-05-04T07:07:04.475235Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:07:06.998854Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=month, measure_col=id.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "month", + "measure_col": "id", + "entity_col": "id", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_12d19edbe4941950/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_12d19edbe4941950/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f4e89d2888f446cebb7e295ea026a35b1a9c681 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_12d19edbe4941950/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d8-36ee-7e51-b065-677ef5e81e24"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"month\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_measure,\\n COUNT(DISTINCT \\\"id\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"month\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the required Grouped Summary Top-k template with bound roles group_col=\\\"month\\\", measure_col=\\\"id\\\", entity_col=\\\"id\\\", and top_k=18. SQLite will coerce numeric-looking TEXT values in \\\"id\\\" for AVG.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23908,"cached_input_tokens":22912,"output_tokens":157}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_12d19edbe4941950/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_12d19edbe4941950/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..881b16f8b6b4be21ae867e749385a8a6c8dcffac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_12d19edbe4941950/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"month\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_measure,\n COUNT(DISTINCT \"id\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"month\"\nORDER BY support DESC\nLIMIT 18;","notes":"Used the required Grouped Summary Top-k template with bound roles group_col=\"month\", measure_col=\"id\", entity_col=\"id\", and top_k=18. SQLite will coerce numeric-looking TEXT values in \"id\" for AVG."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_12d19edbe4941950/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_12d19edbe4941950/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e080e05cf76793a683d4b9cbaa0bad8a769e3a53 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_12d19edbe4941950/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:16:12.264879Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:16:14.745200Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:16:25.068210Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_12d19edbe4941950/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_12d19edbe4941950/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0a5498b163483e600a0fdac036bd9c3c04cef74 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_12d19edbe4941950/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=month, measure_col=id. +Result preview: [{"month": "2", "support": 45305, "avg_measure": 149544.21873965347, "distinct_entities": 45305}, {"month": "3", "support": 40867, "avg_measure": 150138.77676364794, "distinct_entities": 40867}, {"month": "1", "support": 40848, "avg_measure": 150038.13077751664, "distinct_entities": 40848}, {"month": "11", "support": 25732, "avg_measure": 149979.740711954, "distinct_entities": 25732}, {"month": "12", "support": 25204, "avg_measure": 150447.42564672275, "distinct_entities": 25204}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_12d19edbe4941950/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_12d19edbe4941950/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b96723c8d37a643b5de632b6f266416913ffd637 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_12d19edbe4941950/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_12d19edbe4941950 +-- problem_id: v2p_c14_bab9485f223c7586 +-- realization_mode: agent +-- source_kind: agent +SELECT "month", + COUNT(*) AS support, + AVG("id") AS avg_measure, + COUNT(DISTINCT "id") AS distinct_entities +FROM "c14" +GROUP BY "month" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_12d19edbe4941950/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_12d19edbe4941950/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..16feff06c55703415ca40324b6bb7c0994ff4aba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_12d19edbe4941950/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"month\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_measure,\n COUNT(DISTINCT \"id\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"month\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"month\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_measure,\\n COUNT(DISTINCT \\\"id\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"month\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"month\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"month\": \"2\", \"support\": 45305, \"avg_measure\": 149544.21873965347, \"distinct_entities\": 45305}, {\"month\": \"3\", \"support\": 40867, \"avg_measure\": 150138.77676364794, \"distinct_entities\": 40867}, {\"month\": \"1\", \"support\": 40848, \"avg_measure\": 150038.13077751664, \"distinct_entities\": 40848}, {\"month\": \"11\", \"support\": 25732, \"avg_measure\": 149979.740711954, \"distinct_entities\": 25732}, {\"month\": \"12\", \"support\": 25204, \"avg_measure\": 150447.42564672275, \"distinct_entities\": 25204}, {\"month\": \"4\", \"support\": 24920, \"avg_measure\": 149852.18374799358, \"distinct_entities\": 24920}, {\"month\": \"9\", \"support\": 24857, \"avg_measure\": 150377.6374059621, \"distinct_entities\": 24857}, {\"month\": \"10\", \"support\": 22112, \"avg_measure\": 149524.29933972502, \"distinct_entities\": 22112}, {\"month\": \"7\", \"support\": 19867, \"avg_measure\": 150145.39875169878, \"distinct_entities\": 19867}, {\"month\": \"8\", \"support\": 18730, \"avg_measure\": 150448.10005339028, \"distinct_entities\": 18730}, {\"month\": \"5\", \"support\": 10995, \"avg_measure\": 149986.84238290132, \"distinct_entities\": 10995}, {\"month\": \"6\", \"support\": 563, \"avg_measure\": 143238.13143872115, \"distinct_entities\": 563}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 575.38}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_12d19edbe4941950/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_12d19edbe4941950/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bfb948333684b1f0e80fc504c0d2cab49c297a88 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_12d19edbe4941950/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:16:11.919761+00:00", + "ended_at": "2026-05-04T07:16:26.398425+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_12d19edbe4941950", + "problem_id": "v2p_c14_bab9485f223c7586", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=month, measure_col=id.", + "bindings": { + "group_col": "month", + "measure_col": "id", + "entity_col": "id", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_12d19edbe4941950.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_12d19edbe4941950", + "api_calls": 0, + "input_tokens": 23908, + "cached_input_tokens": 22912, + "output_tokens": 157, + "total_tokens": 24065, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3819, + "estimated_output_tokens": 122, + "estimated_total_tokens": 3941, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13801.7, + "sql_execution_elapsed_ms_total": 575.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_12d19edbe4941950\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_12d19edbe4941950/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_12d19edbe4941950/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8142c5a4e55f8cb039564c57dcafdc9d906ba86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_12d19edbe4941950/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:16:25.807358+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13801.7, "started_at": "2026-05-04T07:16:11.986631+00:00", "ended_at": "2026-05-04T07:16:25.788430+00:00", "prompt_metrics": {"chars": 11969, "bytes_utf8": 11969, "lines": 398, "estimated_tokens": 3819}, "response_metrics": {"chars": 479, "bytes_utf8": 479, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 23908, "cached_input_tokens": 22912, "output_tokens": 157}, "stderr_preview": "2026-05-04T07:16:12.264879Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:16:14.745200Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_1, group_col_2=bin_3, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_1", + "group_col_2": "bin_3", + "target_col": "target", + "target_value": "0", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1605857838ecd555/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1605857838ecd555/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9917d850c4e20a3d04a5bcffbc8f865bfdddbf4e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1605857838ecd555/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c4-73eb-7440-bd28-0985000bb15f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_1\\\", \\\"bin_3\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\", \\\"bin_3\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=bin_1, group_col_2=bin_3, target_col=target, and target_value='0'. All identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23944,"cached_input_tokens":23424,"output_tokens":187}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1605857838ecd555/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1605857838ecd555/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60222cf2695a1589f918770beafb5a795ce8ee18 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1605857838ecd555/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_1\", \"bin_3\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_1\", \"bin_3\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=bin_1, group_col_2=bin_3, target_col=target, and target_value='0'. All identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1605857838ecd555/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1605857838ecd555/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b365c26cbe17ee4d411c2b96920de89ff0aded38 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1605857838ecd555/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:54:37.114496Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:54:39.657641Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:54:49.319795Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1605857838ecd555/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1605857838ecd555/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8efd174a083d69780fad1a06f7dec0c76331d60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1605857838ecd555/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_1, group_col_2=bin_3, target_col=target. +Result preview: [{"bin_1": "1", "bin_3": "F", "target_rate": 0.7639748253976685}, {"bin_1": "1", "bin_3": "T", "target_rate": 0.7637126509853782}, {"bin_1": "0", "bin_3": "T", "target_rate": 0.6746519569214605}, {"bin_1": "0", "bin_3": "F", "target_rate": 0.6652268215572384}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1605857838ecd555/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1605857838ecd555/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..91badba5517f6eff46924a3afa4eeac7fdfc33c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1605857838ecd555/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_1605857838ecd555 +-- problem_id: v2p_c14_0fb4c1db0a6384b4 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", "bin_3", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_1", "bin_3" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1605857838ecd555/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1605857838ecd555/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98ff9f8897acc3b3cb51031f7d544bb94d120931 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1605857838ecd555/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_1\", \"bin_3\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_1\", \"bin_3\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_1\\\", \\\"bin_3\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\", \\\"bin_3\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bin_1\", \"bin_3\", \"target_rate\"], \"rows\": [{\"bin_1\": \"1\", \"bin_3\": \"F\", \"target_rate\": 0.7639748253976685}, {\"bin_1\": \"1\", \"bin_3\": \"T\", \"target_rate\": 0.7637126509853782}, {\"bin_1\": \"0\", \"bin_3\": \"T\", \"target_rate\": 0.6746519569214605}, {\"bin_1\": \"0\", \"bin_3\": \"F\", \"target_rate\": 0.6652268215572384}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 405.47}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1605857838ecd555/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1605857838ecd555/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..17314d8432704a8c4ecfa0254c2ec9d9e7e72e5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1605857838ecd555/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:54:36.750869+00:00", + "ended_at": "2026-05-04T06:54:50.751586+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_1605857838ecd555", + "problem_id": "v2p_c14_0fb4c1db0a6384b4", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_1, group_col_2=bin_3, target_col=target.", + "bindings": { + "group_col": "bin_1", + "group_col_2": "bin_3", + "target_col": "target", + "target_value": "0", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_1605857838ecd555.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_1605857838ecd555", + "api_calls": 0, + "input_tokens": 23944, + "cached_input_tokens": 23424, + "output_tokens": 187, + "total_tokens": 24131, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3853, + "estimated_output_tokens": 137, + "estimated_total_tokens": 3990, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13512.35, + "sql_execution_elapsed_ms_total": 405.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_1605857838ecd555\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1605857838ecd555/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1605857838ecd555/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..20678339427cdeacbba3863af44a53f684abd2b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1605857838ecd555/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:54:50.336985+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13512.35, "started_at": "2026-05-04T06:54:36.806180+00:00", "ended_at": "2026-05-04T06:54:50.318246+00:00", "prompt_metrics": {"chars": 11986, "bytes_utf8": 11986, "lines": 399, "estimated_tokens": 3853}, "response_metrics": {"chars": 469, "bytes_utf8": 469, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 23944, "cached_input_tokens": 23424, "output_tokens": 187}, "stderr_preview": "2026-05-04T06:54:37.114496Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:54:39.657641Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_0, group_col_2=month, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_0", + "group_col_2": "month", + "target_col": "target", + "target_value": "1", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_172b48d1b143e72a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_172b48d1b143e72a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fe27d09141f1506008597fe68977b85f827354e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_172b48d1b143e72a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c3-6d82-70e2-9bf4-6074baa906dd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_0\\\", \\\"month\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\", \\\"month\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"bin_0\\\", group_col_2=\\\"month\\\", and target_col=\\\"target\\\" using target_value='1'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23940,"cached_input_tokens":23424,"output_tokens":196}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_172b48d1b143e72a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_172b48d1b143e72a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8244fbe6750a9e3b6cf2d694b6cb43cea65196ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_172b48d1b143e72a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_0\", \"month\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_0\", \"month\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"bin_0\", group_col_2=\"month\", and target_col=\"target\" using target_value='1'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_172b48d1b143e72a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_172b48d1b143e72a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a3d08502a4c7e86dce708dfa8e4f774ebd51b4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_172b48d1b143e72a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:53:29.917583Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:53:32.244730Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:53:41.864866Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_172b48d1b143e72a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_172b48d1b143e72a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..92d7db44175abcd1c4a2620b834dc19e14595595 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_172b48d1b143e72a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_0, group_col_2=month, target_col=target. +Result preview: [{"bin_0": "1", "month": "6", "target_rate": 0.4745762711864407}, {"bin_0": "1", "month": "12", "target_rate": 0.3706090879793748}, {"bin_0": "0", "month": "6", "target_rate": 0.36507936507936506}, {"bin_0": "0", "month": "11", "target_rate": 0.36434972580141783}, {"bin_0": "1", "month": "11", "target_rate": 0.36239782016348776}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_172b48d1b143e72a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_172b48d1b143e72a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2daed454672d451a213daecad8de8c2ffc41dc17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_172b48d1b143e72a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_172b48d1b143e72a +-- problem_id: v2p_c14_c0303b5d3071991b +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "month", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_0", "month" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_172b48d1b143e72a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_172b48d1b143e72a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e25072d627c659579c204056fcd5c2ad7b0e504 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_172b48d1b143e72a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_0\", \"month\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_0\", \"month\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_0\\\", \\\"month\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\", \\\"month\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bin_0\", \"month\", \"target_rate\"], \"rows\": [{\"bin_0\": \"1\", \"month\": \"6\", \"target_rate\": 0.4745762711864407}, {\"bin_0\": \"1\", \"month\": \"12\", \"target_rate\": 0.3706090879793748}, {\"bin_0\": \"0\", \"month\": \"6\", \"target_rate\": 0.36507936507936506}, {\"bin_0\": \"0\", \"month\": \"11\", \"target_rate\": 0.36434972580141783}, {\"bin_0\": \"1\", \"month\": \"11\", \"target_rate\": 0.36239782016348776}, {\"bin_0\": \"0\", \"month\": \"10\", \"target_rate\": 0.35356845609654597}, {\"bin_0\": \"0\", \"month\": \"12\", \"target_rate\": 0.3512510746120085}, {\"bin_0\": \"1\", \"month\": \"10\", \"target_rate\": 0.35041551246537395}, {\"bin_0\": \"1\", \"month\": \"7\", \"target_rate\": 0.34943950521839967}, {\"bin_0\": \"0\", \"month\": \"9\", \"target_rate\": 0.34586744368900607}, {\"bin_0\": \"0\", \"month\": \"7\", \"target_rate\": 0.34392361111111114}, {\"bin_0\": \"1\", \"month\": \"9\", \"target_rate\": 0.3414709517923362}, {\"bin_0\": \"1\", \"month\": \"8\", \"target_rate\": 0.3360272224585283}, {\"bin_0\": \"0\", \"month\": \"8\", \"target_rate\": 0.32627144514317113}, {\"bin_0\": \"1\", \"month\": \"5\", \"target_rate\": 0.3218637992831541}, {\"bin_0\": \"0\", \"month\": \"5\", \"target_rate\": 0.31635416666666666}, {\"bin_0\": \"0\", \"month\": \"4\", \"target_rate\": 0.2979742173112339}, {\"bin_0\": \"1\", \"month\": \"4\", \"target_rate\": 0.293125}, {\"bin_0\": \"0\", \"month\": \"3\", \"target_rate\": 0.28145109169078597}, {\"bin_0\": \"1\", \"month\": \"3\", \"target_rate\": 0.2774621212121212}, {\"bin_0\": \"1\", \"month\": \"1\", \"target_rate\": 0.2569162313793771}, {\"bin_0\": \"0\", \"month\": \"1\", \"target_rate\": 0.2555564898119342}, {\"bin_0\": \"1\", \"month\": \"2\", \"target_rate\": 0.25264084507042256}, {\"bin_0\": \"0\", \"month\": \"2\", \"target_rate\": 0.24325552050473187}], \"row_count_returned\": 24, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 484.74}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_172b48d1b143e72a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_172b48d1b143e72a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3f2298c321bb6690b5cd54172f97954a1581c663 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_172b48d1b143e72a/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:53:29.613655+00:00", + "ended_at": "2026-05-04T06:53:42.966195+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_172b48d1b143e72a", + "problem_id": "v2p_c14_c0303b5d3071991b", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_0, group_col_2=month, target_col=target.", + "bindings": { + "group_col": "bin_0", + "group_col_2": "month", + "target_col": "target", + "target_value": "1", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_172b48d1b143e72a.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_172b48d1b143e72a", + "api_calls": 0, + "input_tokens": 23940, + "cached_input_tokens": 23424, + "output_tokens": 196, + "total_tokens": 24136, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3849, + "estimated_output_tokens": 118, + "estimated_total_tokens": 3967, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12784.03, + "sql_execution_elapsed_ms_total": 484.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_172b48d1b143e72a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_172b48d1b143e72a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_172b48d1b143e72a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0548d96959161adeef7acb85b83330f8b6f60d1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_172b48d1b143e72a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:53:42.470539+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12784.03, "started_at": "2026-05-04T06:53:29.668050+00:00", "ended_at": "2026-05-04T06:53:42.440713+00:00", "prompt_metrics": {"chars": 11979, "bytes_utf8": 11979, "lines": 399, "estimated_tokens": 3849}, "response_metrics": {"chars": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 23940, "cached_input_tokens": 23424, "output_tokens": 196}, "stderr_preview": "2026-05-04T06:53:29.917583Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:53:32.244730Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_18ed29e988bc7e7e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_18ed29e988bc7e7e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fe9418df20a75cb0113707f13090f16488f7aff9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_18ed29e988bc7e7e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_18ed29e988bc7e7e\n-- problem_id: v2p_c14_38fa4386fea5ad2b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ord_4\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_response\nFROM \"c14\"\nGROUP BY \"ord_4\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_18ed29e988bc7e7e\\n-- problem_id: v2p_c14_38fa4386fea5ad2b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ord_4\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ord_4\", \"support\", \"avg_response\"], \"rows\": [{\"ord_4\": \"L\", \"support\": 19066, \"avg_response\": 150722.69406272945}, {\"ord_4\": \"G\", \"support\": 18899, \"avg_response\": 149331.43679559766}, {\"ord_4\": \"S\", \"support\": 18875, \"avg_response\": 150413.19682119205}, {\"ord_4\": \"A\", \"support\": 18258, \"avg_response\": 149490.49496111294}, {\"ord_4\": \"R\", \"support\": 16927, \"avg_response\": 150205.29727654043}, {\"ord_4\": \"Q\", \"support\": 15925, \"avg_response\": 150975.2736577708}, {\"ord_4\": \"K\", \"support\": 14698, \"avg_response\": 150819.55361273643}, {\"ord_4\": \"I\", \"support\": 14644, \"avg_response\": 149114.45226714012}, {\"ord_4\": \"Z\", \"support\": 14232, \"avg_response\": 149455.3239179314}, {\"ord_4\": \"T\", \"support\": 14220, \"avg_response\": 150307.54992967652}, {\"ord_4\": \"V\", \"support\": 14143, \"avg_response\": 149575.98345471258}, {\"ord_4\": \"J\", \"support\": 12878, \"avg_response\": 150632.60762540766}, {\"ord_4\": \"P\", \"support\": 12839, \"avg_response\": 150354.8224939637}, {\"ord_4\": \"U\", \"support\": 12775, \"avg_response\": 149504.20140900195}, {\"ord_4\": \"H\", \"support\": 12743, \"avg_response\": 150953.78364592325}, {\"ord_4\": \"F\", \"support\": 11717, \"avg_response\": 149609.51199112402}, {\"ord_4\": \"E\", \"support\": 11303, \"avg_response\": 150562.90869680615}, {\"ord_4\": \"W\", \"support\": 9197, \"avg_response\": 149379.03946939218}, {\"ord_4\": \"Y\", \"support\": 8490, \"avg_response\": 149380.64711425206}, {\"ord_4\": \"X\", \"support\": 6292, \"avg_response\": 148784.16703750796}, {\"ord_4\": \"B\", \"support\": 6169, \"avg_response\": 148852.579996758}, {\"ord_4\": \"O\", \"support\": 5836, \"avg_response\": 148327.22532556547}, {\"ord_4\": \"D\", \"support\": 3974, \"avg_response\": 151419.48842476096}, {\"ord_4\": \"C\", \"support\": 3575, \"avg_response\": 150155.94713286712}, {\"ord_4\": \"N\", \"support\": 2166, \"avg_response\": 150392.07479224377}, {\"ord_4\": \"M\", \"support\": 159, \"avg_response\": 147506.06289308175}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 326.16}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_18ed29e988bc7e7e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_18ed29e988bc7e7e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..14ca7d951a133db6fe910b1c0c7d1646174b9a72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_18ed29e988bc7e7e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:59.769810+00:00", + "ended_at": "2026-05-04T07:38:00.100951+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_18ed29e988bc7e7e", + "problem_id": "v2p_c14_38fa4386fea5ad2b", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=id, key_col=ord_4.", + "bindings": { + "key_col": "ord_4", + "measure_col": "id", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=24", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 24, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_18ed29e988bc7e7e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_18ed29e988bc7e7e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_18ed29e988bc7e7e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_18ed29e988bc7e7e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d8421731ffd0cc74b179a0f12d453445d58b7da5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12197, "bytes_utf8": 12197, "lines": 401, "estimated_tokens": 3867}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 835, "bytes_utf8": 835, "lines": 1, "estimated_tokens": 255}, "usage": {"input_tokens": 23958, "cached_input_tokens": 22912, "output_tokens": 309}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1b47381a4e05881dae2ef97e3d2e493bd14941a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_1ae4f9903da44455", + "api_calls": 0, + "input_tokens": 23958, + "cached_input_tokens": 22912, + "output_tokens": 309, + "total_tokens": 24267, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3867, + "estimated_output_tokens": 255, + "estimated_total_tokens": 4122, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15476.91, + "sql_execution_elapsed_ms_total": 219.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_1ae4f9903da44455\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..13af2ed0e5bcfe4de4fedfff7460188c1e819d49 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:00:12.837977+00:00", + "ended_at": "2026-05-04T07:00:28.315953+00:00", + "elapsed_ms": 15476.91, + "prompt_metrics": { + "chars": 12197, + "bytes_utf8": 12197, + "lines": 401, + "estimated_tokens": 3867 + }, + "stdout_metrics": { + "chars": 1199, + "bytes_utf8": 1199, + "lines": 4, + "estimated_tokens": 388 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13254 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 835, + "bytes_utf8": 835, + "lines": 1, + "estimated_tokens": 255 + }, + "usage": { + "input_tokens": 23958, + "cached_input_tokens": 22912, + "output_tokens": 309 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5253431e3aa67f9173701db81d989e470e603e7d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,401 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=bin_0, measure_col=id, condition_col=nom_1.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "bin_0", + "measure_col": "id", + "condition_col": "nom_1", + "condition_value": "Polygon", + "positive_value": "Trapezoid", + "negative_value": "Polygon", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0ac27465a52875dfb889ae23ffc800bfcb2ad24 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c9-942d-7150-86a2-7362bf4ba9d4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nSELECT \\\"bin_0\\\",\\n AVG(CAST(\\\"id\\\" AS REAL)) AS conditional_percentile\\nFROM (\\n SELECT \\\"bin_0\\\",\\n \\\"id\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"bin_0\\\" ORDER BY CAST(\\\"id\\\" AS REAL)) AS rn,\\n COUNT(*) OVER (PARTITION BY \\\"bin_0\\\") AS cnt\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_1\\\" = 'Polygon'\\n)\\nWHERE rn IN (\\n CAST(((cnt - 1) * 0.9) AS INTEGER) + 1,\\n CAST(((cnt - 1) * 0.9 + 0.999999999) AS INTEGER) + 1\\n)\\nGROUP BY \\\"bin_0\\\"\\nORDER BY conditional_percentile DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions to approximate the 0.9 quantile within each \\\"bin_0\\\" group after filtering \\\"nom_1\\\" = 'Polygon'. \\\"id\\\" is stored as TEXT in the schema, so it is cast to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23958,"cached_input_tokens":22912,"output_tokens":309}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f181b3475e28affddacb729199720d22dab0ba2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nSELECT \"bin_0\",\n AVG(CAST(\"id\" AS REAL)) AS conditional_percentile\nFROM (\n SELECT \"bin_0\",\n \"id\",\n ROW_NUMBER() OVER (PARTITION BY \"bin_0\" ORDER BY CAST(\"id\" AS REAL)) AS rn,\n COUNT(*) OVER (PARTITION BY \"bin_0\") AS cnt\n FROM \"c14\"\n WHERE \"nom_1\" = 'Polygon'\n)\nWHERE rn IN (\n CAST(((cnt - 1) * 0.9) AS INTEGER) + 1,\n CAST(((cnt - 1) * 0.9 + 0.999999999) AS INTEGER) + 1\n)\nGROUP BY \"bin_0\"\nORDER BY conditional_percentile DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses window functions to approximate the 0.9 quantile within each \"bin_0\" group after filtering \"nom_1\" = 'Polygon'. \"id\" is stored as TEXT in the schema, so it is cast to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bd77ce49198b928c272354bb7ff4f21448e1ad9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:00:13.168324Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:00:15.614477Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:00:27.544198Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9287ae945b2959e41b317e76206d1a8df808981 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=bin_0, measure_col=id, condition_col=nom_1. +Result preview: [{"bin_0": "0", "conditional_percentile": 269630.5}, {"bin_0": "1", "conditional_percentile": 267862.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e7d52717979caa8921153cf65903599fa3628bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/generated_sql.sql @@ -0,0 +1,29 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_1ae4f9903da44455 +-- problem_id: v2p_c14_765f2ef28b742d4f +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", + AVG(CAST("id" AS REAL)) AS conditional_percentile +FROM ( + SELECT "bin_0", + "id", + ROW_NUMBER() OVER (PARTITION BY "bin_0" ORDER BY CAST("id" AS REAL)) AS rn, + COUNT(*) OVER (PARTITION BY "bin_0") AS cnt + FROM "c14" + WHERE "nom_1" = 'Polygon' +) +WHERE rn IN ( + CAST(((cnt - 1) * 0.9) AS INTEGER) + 1, + CAST(((cnt - 1) * 0.9 + 0.999999999) AS INTEGER) + 1 +) +GROUP BY "bin_0" +ORDER BY conditional_percentile DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e1f1e320cfb42ac9aa06050a981dfce65658d1e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nSELECT \"bin_0\",\n AVG(CAST(\"id\" AS REAL)) AS conditional_percentile\nFROM (\n SELECT \"bin_0\",\n \"id\",\n ROW_NUMBER() OVER (PARTITION BY \"bin_0\" ORDER BY CAST(\"id\" AS REAL)) AS rn,\n COUNT(*) OVER (PARTITION BY \"bin_0\") AS cnt\n FROM \"c14\"\n WHERE \"nom_1\" = 'Polygon'\n)\nWHERE rn IN (\n CAST(((cnt - 1) * 0.9) AS INTEGER) + 1,\n CAST(((cnt - 1) * 0.9 + 0.999999999) AS INTEGER) + 1\n)\nGROUP BY \"bin_0\"\nORDER BY conditional_percentile DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nSELECT \\\"bin_0\\\",\\n AVG(CAST(\\\"id\\\" AS REAL)) AS conditional_percentile\\nFROM (\\n SELECT \\\"bin_0\\\",\\n \\\"id\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"bin_0\\\" ORDER BY CAST(\\\"id\\\" AS REAL)) AS rn,\\n COUNT(*) OVER (PARTITION BY \\\"bin_0\\\") AS cnt\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_1\\\" = 'Polygon'\\n)\\nWHERE rn IN (\\n CAST(((cnt - 1) * 0.9) AS INTEGER) + 1,\\n CAST(((cnt - 1) * 0.9 + 0.999999999) AS INTEGER) + 1\\n)\\nGROUP BY \\\"bin_0\\\"\\nORDER BY conditional_percentile DESC;\", \"columns\": [\"bin_0\", \"conditional_percentile\"], \"rows\": [{\"bin_0\": \"0\", \"conditional_percentile\": 269630.5}, {\"bin_0\": \"1\", \"conditional_percentile\": 267862.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 219.31}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0287ff7c539405dd99cb9abac66bf539d3dde954 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:00:12.773487+00:00", + "ended_at": "2026-05-04T07:00:28.576217+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_1ae4f9903da44455", + "problem_id": "v2p_c14_765f2ef28b742d4f", + "dataset_id": "c14", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=bin_0, measure_col=id, condition_col=nom_1.", + "bindings": { + "group_col": "bin_0", + "measure_col": "id", + "condition_col": "nom_1", + "condition_value": "Polygon", + "positive_value": "Trapezoid", + "negative_value": "Polygon", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_1ae4f9903da44455.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_1ae4f9903da44455", + "api_calls": 0, + "input_tokens": 23958, + "cached_input_tokens": 22912, + "output_tokens": 309, + "total_tokens": 24267, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3867, + "estimated_output_tokens": 255, + "estimated_total_tokens": 4122, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15476.91, + "sql_execution_elapsed_ms_total": 219.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_1ae4f9903da44455\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..247d38c2dd7731b1dc997637d5dc64b50d4257d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1ae4f9903da44455/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:00:28.336528+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15476.91, "started_at": "2026-05-04T07:00:12.837977+00:00", "ended_at": "2026-05-04T07:00:28.315953+00:00", "prompt_metrics": {"chars": 12197, "bytes_utf8": 12197, "lines": 401, "estimated_tokens": 3867}, "response_metrics": {"chars": 835, "bytes_utf8": 835, "lines": 1, "estimated_tokens": 255}, "usage": {"input_tokens": 23958, "cached_input_tokens": 22912, "output_tokens": 309}, "stderr_preview": "2026-05-04T07:00:13.168324Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:00:15.614477Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_2, measure_col=id.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "bin_2", + "measure_col": "id", + "entity_col": "nom_8", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c51557fc45a01bd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c51557fc45a01bd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f958cf119a174d90f70d9014502286893132b634 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c51557fc45a01bd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d9-f8a1-7701-a481-d496e4974dc1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_2\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_measure,\\n COUNT(DISTINCT \\\"nom_8\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the required Grouped Summary Top-k template with bound roles group_col=\\\"bin_2\\\", measure_col=\\\"id\\\", entity_col=\\\"nom_8\\\", and top_k=17. \\\"id\\\" is stored as TEXT in the schema, so AVG(\\\"id\\\") relies on SQLite numeric coercion.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":19840,"output_tokens":185}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c51557fc45a01bd/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c51557fc45a01bd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce8970117995a38af35e5c89f08c7969be4d7f19 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c51557fc45a01bd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_2\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_measure,\n COUNT(DISTINCT \"nom_8\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_2\"\nORDER BY support DESC\nLIMIT 17;","notes":"Used the required Grouped Summary Top-k template with bound roles group_col=\"bin_2\", measure_col=\"id\", entity_col=\"nom_8\", and top_k=17. \"id\" is stored as TEXT in the schema, so AVG(\"id\") relies on SQLite numeric coercion."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c51557fc45a01bd/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c51557fc45a01bd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc63599ccbd8e95e66415b39d416cdae96053275 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c51557fc45a01bd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:18:07.397271Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:18:09.845434Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:18:19.375917Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c51557fc45a01bd/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c51557fc45a01bd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f96fc7aa2ac8ab5251e5023aa05dfeda698c4c1d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c51557fc45a01bd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_2, measure_col=id. +Result preview: [{"bin_2": "0", "support": 185033, "avg_measure": 149854.3377343501, "distinct_entities": 2214}, {"bin_2": "1", "support": 114967, "avg_measure": 150233.1306026947, "distinct_entities": 2205}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c51557fc45a01bd/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c51557fc45a01bd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..52bd4d3df56f40203b257c2cff198f6504a178d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c51557fc45a01bd/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_1c51557fc45a01bd +-- problem_id: v2p_c14_84d1bf6af5390482 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", + COUNT(*) AS support, + AVG("id") AS avg_measure, + COUNT(DISTINCT "nom_8") AS distinct_entities +FROM "c14" +GROUP BY "bin_2" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c51557fc45a01bd/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c51557fc45a01bd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b115532df4a33faaf6a2806095486174c8e2942 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c51557fc45a01bd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_2\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_measure,\n COUNT(DISTINCT \"nom_8\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_2\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_2\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_measure,\\n COUNT(DISTINCT \\\"nom_8\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"bin_2\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"bin_2\": \"0\", \"support\": 185033, \"avg_measure\": 149854.3377343501, \"distinct_entities\": 2214}, {\"bin_2\": \"1\", \"support\": 114967, \"avg_measure\": 150233.1306026947, \"distinct_entities\": 2205}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 431.86}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c51557fc45a01bd/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c51557fc45a01bd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..06e44e610758bf2ec4081568f07de0450245c684 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c51557fc45a01bd/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:18:03.810639+00:00", + "ended_at": "2026-05-04T07:18:21.237780+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_1c51557fc45a01bd", + "problem_id": "v2p_c14_84d1bf6af5390482", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_2, measure_col=id.", + "bindings": { + "group_col": "bin_2", + "measure_col": "id", + "entity_col": "nom_8", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=92" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_1c51557fc45a01bd.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_1c51557fc45a01bd", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 19840, + "output_tokens": 185, + "total_tokens": 24099, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 140, + "estimated_total_tokens": 3965, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16891.25, + "sql_execution_elapsed_ms_total": 431.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_1c51557fc45a01bd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c51557fc45a01bd/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c51557fc45a01bd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc9316726f4de2fa8307b7b57ae1678eb2ed1384 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c51557fc45a01bd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:18:20.791812+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16891.25, "started_at": "2026-05-04T07:18:03.876267+00:00", "ended_at": "2026-05-04T07:18:20.767410+00:00", "prompt_metrics": {"chars": 11972, "bytes_utf8": 11972, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 509, "bytes_utf8": 509, "lines": 1, "estimated_tokens": 140}, "usage": {"input_tokens": 23914, "cached_input_tokens": 19840, "output_tokens": 185}, "stderr_preview": "2026-05-04T07:18:07.397271Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:18:09.845434Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_1.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "bin_1", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c85d6989639a674/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c85d6989639a674/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..efe8ce4240adc1943d1e3db3324272d4b0bce9fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c85d6989639a674/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d0-916c-7223-bcae-8ed3513938d8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"bin_1\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the provided Grouped Count by Category template with group_col bound to \\\"bin_1\\\" on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23814,"cached_input_tokens":22912,"output_tokens":93}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c85d6989639a674/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c85d6989639a674/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d5bd72a6ecfc4ad11bad6c1c540c2daf047fbf7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c85d6989639a674/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"bin_1\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"bin_1\"\nORDER BY row_count DESC;","notes":"Applied the provided Grouped Count by Category template with group_col bound to \"bin_1\" on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c85d6989639a674/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c85d6989639a674/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0718ca9961f4dd0cdae4f6874f6034cee345730 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c85d6989639a674/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:07:51.106981Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:07:53.482841Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:08:00.580218Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c85d6989639a674/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c85d6989639a674/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5893952dfabcad137592d227203c534cc86cd9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c85d6989639a674/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_1. +Result preview: [{"bin_1": "0", "row_count": 223018}, {"bin_1": "1", "row_count": 76982}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c85d6989639a674/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c85d6989639a674/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a22c9d98a89333a12f60b12d7ccfdd59b7824cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c85d6989639a674/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_1c85d6989639a674 +-- problem_id: v2p_c14_61c539017cbef941 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", COUNT(*) AS row_count +FROM "c14" +GROUP BY "bin_1" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c85d6989639a674/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c85d6989639a674/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..732676439c433f811ee1fea5381af083aaa422bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c85d6989639a674/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"bin_1\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"bin_1\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"bin_1\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"bin_1\", \"row_count\"], \"rows\": [{\"bin_1\": \"0\", \"row_count\": 223018}, {\"bin_1\": \"1\", \"row_count\": 76982}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 169.67}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c85d6989639a674/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c85d6989639a674/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b384aad27e32f7d02da948b882b491452b987872 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c85d6989639a674/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:07:50.784381+00:00", + "ended_at": "2026-05-04T07:08:01.724413+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_1c85d6989639a674", + "problem_id": "v2p_c14_61c539017cbef941", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_1.", + "bindings": { + "group_col": "bin_1", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=55" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_1c85d6989639a674.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_1c85d6989639a674", + "api_calls": 0, + "input_tokens": 23814, + "cached_input_tokens": 22912, + "output_tokens": 93, + "total_tokens": 23907, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3723, + "estimated_output_tokens": 77, + "estimated_total_tokens": 3800, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10681.04, + "sql_execution_elapsed_ms_total": 169.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_1c85d6989639a674\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c85d6989639a674/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c85d6989639a674/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad39dd7cb00687e839564cb58ce2fe1c31a59c2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c85d6989639a674/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:08:01.541084+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10681.04, "started_at": "2026-05-04T07:07:50.838638+00:00", "ended_at": "2026-05-04T07:08:01.521249+00:00", "prompt_metrics": {"chars": 11597, "bytes_utf8": 11597, "lines": 394, "estimated_tokens": 3723}, "response_metrics": {"chars": 282, "bytes_utf8": 282, "lines": 1, "estimated_tokens": 77}, "usage": {"input_tokens": 23814, "cached_input_tokens": 22912, "output_tokens": 93}, "stderr_preview": "2026-05-04T07:07:51.106981Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:07:53.482841Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=nom_1.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "nom_1", + "entity_col": "ord_4", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c88509e0e02f4b0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c88509e0e02f4b0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bda0622279ece24d22fce685a659f9b0473edb9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c88509e0e02f4b0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d6-2389-7181-a17c-e0f0671df24f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"nom_1\\\", COUNT(DISTINCT \\\"ord_4\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 18;\",\"notes\":\"Used the required template with bound roles group_col=\\\"nom_1\\\" and entity_col=\\\"ord_4\\\", keeping the query SQLite-compatible and single-table.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23865,"cached_input_tokens":19840,"output_tokens":110}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c88509e0e02f4b0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c88509e0e02f4b0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc84a28f6eeeb9049a907d723d5fc8a03b1ddcb7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c88509e0e02f4b0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"nom_1\", COUNT(DISTINCT \"ord_4\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY distinct_entities DESC\nLIMIT 18;","notes":"Used the required template with bound roles group_col=\"nom_1\" and entity_col=\"ord_4\", keeping the query SQLite-compatible and single-table."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c88509e0e02f4b0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c88509e0e02f4b0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..130214c0cfb1bf122f7f2576d825db8c4179e164 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c88509e0e02f4b0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:13:56.205620Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:13:59.796800Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:14:08.118403Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c88509e0e02f4b0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c88509e0e02f4b0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a77c3e2c03b55844135e74c9e119c3452381767 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c88509e0e02f4b0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=nom_1. +Result preview: [{"nom_1": "Triangle", "distinct_entities": 26}, {"nom_1": "Trapezoid", "distinct_entities": 26}, {"nom_1": "Star", "distinct_entities": 26}, {"nom_1": "Square", "distinct_entities": 26}, {"nom_1": "Polygon", "distinct_entities": 26}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c88509e0e02f4b0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c88509e0e02f4b0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..376936edf6a531f238d7df918e0ee4d080968de0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c88509e0e02f4b0/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c14_1c88509e0e02f4b0 +-- problem_id: v2p_c14_f836bdaa4a736feb +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", COUNT(DISTINCT "ord_4") AS distinct_entities +FROM "c14" +GROUP BY "nom_1" +ORDER BY distinct_entities DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c88509e0e02f4b0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c88509e0e02f4b0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c25323dccba465b724850509b96ff92ee0af83e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c88509e0e02f4b0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"nom_1\", COUNT(DISTINCT \"ord_4\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY distinct_entities DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"nom_1\\\", COUNT(DISTINCT \\\"ord_4\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 18;\", \"columns\": [\"nom_1\", \"distinct_entities\"], \"rows\": [{\"nom_1\": \"Triangle\", \"distinct_entities\": 26}, {\"nom_1\": \"Trapezoid\", \"distinct_entities\": 26}, {\"nom_1\": \"Star\", \"distinct_entities\": 26}, {\"nom_1\": \"Square\", \"distinct_entities\": 26}, {\"nom_1\": \"Polygon\", \"distinct_entities\": 26}, {\"nom_1\": \"Circle\", \"distinct_entities\": 26}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 312.23}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c88509e0e02f4b0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c88509e0e02f4b0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0b3f94cc9bbb952dc9695409fba694d3a18fa53e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c88509e0e02f4b0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:13:55.910168+00:00", + "ended_at": "2026-05-04T07:14:10.076637+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_1c88509e0e02f4b0", + "problem_id": "v2p_c14_f836bdaa4a736feb", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=nom_1.", + "bindings": { + "group_col": "nom_1", + "entity_col": "ord_4", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_1c88509e0e02f4b0.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_1c88509e0e02f4b0", + "api_calls": 0, + "input_tokens": 23865, + "cached_input_tokens": 19840, + "output_tokens": 110, + "total_tokens": 23975, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3776, + "estimated_output_tokens": 94, + "estimated_total_tokens": 3870, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13758.37, + "sql_execution_elapsed_ms_total": 312.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_1c88509e0e02f4b0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c88509e0e02f4b0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c88509e0e02f4b0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e1f66c3bb72082e2d26e97ed2d830dfc3854609 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1c88509e0e02f4b0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:14:09.750492+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13758.37, "started_at": "2026-05-04T07:13:55.970739+00:00", "ended_at": "2026-05-04T07:14:09.729220+00:00", "prompt_metrics": {"chars": 11801, "bytes_utf8": 11801, "lines": 396, "estimated_tokens": 3776}, "response_metrics": {"chars": 358, "bytes_utf8": 358, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 23865, "cached_input_tokens": 19840, "output_tokens": 110}, "stderr_preview": "2026-05-04T07:13:56.205620Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:13:59.796800Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=ord_3, condition_col=bin_1.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ord_3", + "condition_col": "bin_1", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1cf2e22dc18e4984/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1cf2e22dc18e4984/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d68d8c41d460a4235b8add971baf3695ed54b7d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1cf2e22dc18e4984/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c8-8d67-7002-9208-b8c9a18141f0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_3\\\",\\n AVG(CASE WHEN \\\"bin_1\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with fixed bindings group_col=\\\"ord_3\\\" and condition_col=\\\"bin_1\\\", treating condition_value as text '0' to match the SQLite schema snapshot.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23904,"cached_input_tokens":23424,"output_tokens":128}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1cf2e22dc18e4984/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1cf2e22dc18e4984/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..70d6ee13e67d68d34f738a7e31ba75c0589640f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1cf2e22dc18e4984/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_3\",\n AVG(CASE WHEN \"bin_1\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_3\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with fixed bindings group_col=\"ord_3\" and condition_col=\"bin_1\", treating condition_value as text '0' to match the SQLite schema snapshot."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1cf2e22dc18e4984/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1cf2e22dc18e4984/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..63d5cae7f12631dab08ce910cf852c4e99c1f508 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1cf2e22dc18e4984/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:59:05.809618Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:59:08.296777Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:59:15.335137Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1cf2e22dc18e4984/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1cf2e22dc18e4984/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9d2503844f317553000e3de0da4af2ea66cfdeb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1cf2e22dc18e4984/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=ord_3, condition_col=bin_1. +Result preview: [{"ord_3": "m", "condition_rate": 0.7530487804878049}, {"ord_3": "e", "condition_rate": 0.7514884440485678}, {"ord_3": "l", "condition_rate": 0.74872660834902}, {"ord_3": "c", "condition_rate": 0.745823732718894}, {"ord_3": "k", "condition_rate": 0.7444005730458786}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1cf2e22dc18e4984/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1cf2e22dc18e4984/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d21a9830b912d4f648375cf80e0ba895c3efafa8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1cf2e22dc18e4984/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_1cf2e22dc18e4984 +-- problem_id: v2p_c14_12036ed867fb668a +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", + AVG(CASE WHEN "bin_1" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_3" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1cf2e22dc18e4984/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1cf2e22dc18e4984/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e46adeadef6f87725195e8749c2529a8b961056 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1cf2e22dc18e4984/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_3\",\n AVG(CASE WHEN \"bin_1\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_3\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_3\\\",\\n AVG(CASE WHEN \\\"bin_1\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"ord_3\", \"condition_rate\"], \"rows\": [{\"ord_3\": \"m\", \"condition_rate\": 0.7530487804878049}, {\"ord_3\": \"e\", \"condition_rate\": 0.7514884440485678}, {\"ord_3\": \"l\", \"condition_rate\": 0.74872660834902}, {\"ord_3\": \"c\", \"condition_rate\": 0.745823732718894}, {\"ord_3\": \"k\", \"condition_rate\": 0.7444005730458786}, {\"ord_3\": \"h\", \"condition_rate\": 0.7434518997574777}, {\"ord_3\": \"j\", \"condition_rate\": 0.7432953300604536}, {\"ord_3\": \"g\", \"condition_rate\": 0.7432220848784508}, {\"ord_3\": \"d\", \"condition_rate\": 0.7430414979757085}, {\"ord_3\": \"n\", \"condition_rate\": 0.7428998505231689}, {\"ord_3\": \"o\", \"condition_rate\": 0.7417844522968198}, {\"ord_3\": \"f\", \"condition_rate\": 0.7408416726233024}, {\"ord_3\": \"b\", \"condition_rate\": 0.7403491104397448}, {\"ord_3\": \"i\", \"condition_rate\": 0.7392327438676555}, {\"ord_3\": \"a\", \"condition_rate\": 0.7384624107041615}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 286.2}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1cf2e22dc18e4984/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1cf2e22dc18e4984/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f078340bc9b279de19770caa6f72496fbedad735 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1cf2e22dc18e4984/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:59:05.517136+00:00", + "ended_at": "2026-05-04T06:59:16.363363+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_1cf2e22dc18e4984", + "problem_id": "v2p_c14_12036ed867fb668a", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=ord_3, condition_col=bin_1.", + "bindings": { + "group_col": "ord_3", + "condition_col": "bin_1", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_1cf2e22dc18e4984.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_1cf2e22dc18e4984", + "api_calls": 0, + "input_tokens": 23904, + "cached_input_tokens": 23424, + "output_tokens": 128, + "total_tokens": 24032, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3813, + "estimated_output_tokens": 112, + "estimated_total_tokens": 3925, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10468.58, + "sql_execution_elapsed_ms_total": 286.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_1cf2e22dc18e4984\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1cf2e22dc18e4984/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1cf2e22dc18e4984/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6396d45652cf3eabcf1e79ef7841c70fa43ecf62 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1cf2e22dc18e4984/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:59:16.055925+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10468.58, "started_at": "2026-05-04T06:59:05.573544+00:00", "ended_at": "2026-05-04T06:59:16.041879+00:00", "prompt_metrics": {"chars": 11918, "bytes_utf8": 11918, "lines": 399, "estimated_tokens": 3813}, "response_metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 23904, "cached_input_tokens": 23424, "output_tokens": 128}, "stderr_preview": "2026-05-04T06:59:05.809618Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:59:08.296777Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1d7d51732130c8dd/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1d7d51732130c8dd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..44a9d1831ec8375ac202948a9dff5f1bdf21e7cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1d7d51732130c8dd/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_1d7d51732130c8dd\n-- problem_id: v2p_c14_579df44382bdb66c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"id\",\n COUNT(*) AS support,\n AVG(\"month\") AS avg_response\nFROM \"c14\"\nGROUP BY \"id\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_1d7d51732130c8dd\\n-- problem_id: v2p_c14_579df44382bdb66c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"id\\\",\\n COUNT(*) AS support,\\n AVG(\\\"month\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"id\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"id\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 333.38}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1d7d51732130c8dd/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1d7d51732130c8dd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fad2aca5e2db7f95ed294580b8b587f50c4c132f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1d7d51732130c8dd/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:52.432583+00:00", + "ended_at": "2026-05-04T07:37:52.771876+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_1d7d51732130c8dd", + "problem_id": "v2p_c14_579df44382bdb66c", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=month, key_col=id.", + "bindings": { + "key_col": "id", + "measure_col": "month", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_1d7d51732130c8dd.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1d7d51732130c8dd/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1d7d51732130c8dd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1d7d51732130c8dd/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..80bbdfae18854e92d5dcd39ec577924709deedbe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11877, "bytes_utf8": 11877, "lines": 398, "estimated_tokens": 3802}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 362, "bytes_utf8": 362, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 23891, "cached_input_tokens": 22912, "output_tokens": 121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2a667db625c312a4a4f78436df1c0c9111845591 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_1fb4d70e9b2e9470", + "api_calls": 0, + "input_tokens": 23891, + "cached_input_tokens": 22912, + "output_tokens": 121, + "total_tokens": 24012, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3802, + "estimated_output_tokens": 105, + "estimated_total_tokens": 3907, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11274.79, + "sql_execution_elapsed_ms_total": 98.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_1fb4d70e9b2e9470\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..374a77484ecf1b74570c3b3908247a45e9875eae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:08:31.430365+00:00", + "ended_at": "2026-05-04T07:08:42.705969+00:00", + "elapsed_ms": 11274.79, + "prompt_metrics": { + "chars": 11877, + "bytes_utf8": 11877, + "lines": 398, + "estimated_tokens": 3802 + }, + "stdout_metrics": { + "chars": 692, + "bytes_utf8": 692, + "lines": 4, + "estimated_tokens": 214 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13223 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 362, + "bytes_utf8": 362, + "lines": 1, + "estimated_tokens": 105 + }, + "usage": { + "input_tokens": 23891, + "cached_input_tokens": 22912, + "output_tokens": 121 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0964d8993ef8fcc3f8f13f6f5c9e19b3c6849aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=nom_2.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "nom_2", + "predicate_col": "nom_5", + "predicate_op": "=", + "predicate_value": "92190168b", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..756b99ea0ce1e3622f62d983fa675c3eb0b8eaf7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d1-2fee-7863-b1de-b31d4079df2e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"nom_2\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_5\\\" = '92190168b'\\nGROUP BY \\\"nom_2\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Used the required Filtered Top-k Group Count template with bound roles group_col=\\\"nom_2\\\" and predicate_col=\\\"nom_5\\\" on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23891,"cached_input_tokens":22912,"output_tokens":121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23126c77ab747ef0b70f712ee10b3edf440aa918 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"nom_2\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"nom_5\" = '92190168b'\nGROUP BY \"nom_2\"\nORDER BY support DESC\nLIMIT 11;","notes":"Used the required Filtered Top-k Group Count template with bound roles group_col=\"nom_2\" and predicate_col=\"nom_5\" on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8accbacfe1605de427ca2b35ba95154da39908c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:08:31.665753Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:08:34.060543Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:08:41.857069Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1ffd4b1086e2681e91d99b6419076b0e2418bfd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=nom_2. +Result preview: [{"nom_2": "Lion", "support": 408}, {"nom_2": "Cat", "support": 216}, {"nom_2": "Snake", "support": 185}, {"nom_2": "Axolotl", "support": 158}, {"nom_2": "Dog", "support": 143}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..25a47bd829ad1ee96bc91076aef4af98ab5ef1ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_1fb4d70e9b2e9470 +-- problem_id: v2p_c14_94c8a7a2443d883e +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", COUNT(*) AS support +FROM "c14" +WHERE "nom_5" = '92190168b' +GROUP BY "nom_2" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f2f65ebea37fc95ca839f5a0a84b634d1e32e8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"nom_2\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"nom_5\" = '92190168b'\nGROUP BY \"nom_2\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"nom_2\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_5\\\" = '92190168b'\\nGROUP BY \\\"nom_2\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"nom_2\", \"support\"], \"rows\": [{\"nom_2\": \"Lion\", \"support\": 408}, {\"nom_2\": \"Cat\", \"support\": 216}, {\"nom_2\": \"Snake\", \"support\": 185}, {\"nom_2\": \"Axolotl\", \"support\": 158}, {\"nom_2\": \"Dog\", \"support\": 143}, {\"nom_2\": \"Hamster\", \"support\": 132}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 98.87}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..453f9e4e1e7725fe8a1b0007a8c0e9b564ccae18 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:08:31.378176+00:00", + "ended_at": "2026-05-04T07:08:42.839648+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_1fb4d70e9b2e9470", + "problem_id": "v2p_c14_94c8a7a2443d883e", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=nom_2.", + "bindings": { + "group_col": "nom_2", + "predicate_col": "nom_5", + "predicate_op": "=", + "predicate_value": "92190168b", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=61" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_1fb4d70e9b2e9470.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_1fb4d70e9b2e9470", + "api_calls": 0, + "input_tokens": 23891, + "cached_input_tokens": 22912, + "output_tokens": 121, + "total_tokens": 24012, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3802, + "estimated_output_tokens": 105, + "estimated_total_tokens": 3907, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11274.79, + "sql_execution_elapsed_ms_total": 98.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_1fb4d70e9b2e9470\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..93051e3b5586f15a5286a2e3bdddc91c95ce0f49 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_1fb4d70e9b2e9470/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:08:42.726158+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11274.79, "started_at": "2026-05-04T07:08:31.430365+00:00", "ended_at": "2026-05-04T07:08:42.705969+00:00", "prompt_metrics": {"chars": 11877, "bytes_utf8": 11877, "lines": 398, "estimated_tokens": 3802}, "response_metrics": {"chars": 362, "bytes_utf8": 362, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 23891, "cached_input_tokens": 22912, "output_tokens": 121}, "stderr_preview": "2026-05-04T07:08:31.665753Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:08:34.060543Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_2, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "nom_2", + "target_col": "target", + "target_value": "1", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b83557692cd0490a7602f8725a006a2da36e762 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1db-b4d2-70e1-aacf-f041c21e817f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_2\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Used the planned Tail Target-Rate Extremes template with group_col=\\\"nom_2\\\", target_col=\\\"target\\\", target_value='1', min_support=4, and top_k=17.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":22912,"output_tokens":159}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdc6b981a539e140dedd0735174b99a4c4867a98 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_2\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_2\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;","notes":"Used the planned Tail Target-Rate Extremes template with group_col=\"nom_2\", target_col=\"target\", target_value='1', min_support=4, and top_k=17."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ad02a611fc256e13c6e07535ec9f0744ad64374 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:20:01.043796Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:20:03.303158Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:20:12.763809Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c3c99bb3c9c0829ea94f8535057ee2bd96d8f3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_2, target_col=target. +Result preview: [{"nom_2": "Hamster", "support": 29487, "focus_rate": 0.3592091430121749}, {"nom_2": "Cat", "support": 49659, "focus_rate": 0.3353672043335548}, {"nom_2": "Axolotl", "support": 36136, "focus_rate": 0.31901704671241976}, {"nom_2": "Snake", "support": 45979, "focus_rate": 0.30716196524500317}, {"nom_2": "Lion", "support": 101295, "focus_rate": 0.293084555012587}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..90161b0504bda5f33c8232fd2035a43640c8e1d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_21b032f6f6ef0c78 +-- problem_id: v2p_c14_9b2fd8e3da06dbe7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_2", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_2" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..80f09c568233a0a27ff93aae4de79b0cb1fdc730 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_2\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_2\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_2\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\", \"columns\": [\"nom_2\", \"support\", \"focus_rate\"], \"rows\": [{\"nom_2\": \"Hamster\", \"support\": 29487, \"focus_rate\": 0.3592091430121749}, {\"nom_2\": \"Cat\", \"support\": 49659, \"focus_rate\": 0.3353672043335548}, {\"nom_2\": \"Axolotl\", \"support\": 36136, \"focus_rate\": 0.31901704671241976}, {\"nom_2\": \"Snake\", \"support\": 45979, \"focus_rate\": 0.30716196524500317}, {\"nom_2\": \"Lion\", \"support\": 101295, \"focus_rate\": 0.293084555012587}, {\"nom_2\": \"Dog\", \"support\": 37444, \"focus_rate\": 0.24513940818288643}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 294.39}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6e2e4155d190cc188448ab54ee970c8912a94b6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:20:00.755651+00:00", + "ended_at": "2026-05-04T07:20:13.879324+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_21b032f6f6ef0c78", + "problem_id": "v2p_c14_9b2fd8e3da06dbe7", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_2, target_col=target.", + "bindings": { + "group_col": "nom_2", + "target_col": "target", + "target_value": "1", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_21b032f6f6ef0c78.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_21b032f6f6ef0c78", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 159, + "total_tokens": 24111, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3998, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12746.11, + "sql_execution_elapsed_ms_total": 294.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_21b032f6f6ef0c78\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ee87d2d7ea043da29ce6d8378311ad20213dfa1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:20:13.575180+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12746.11, "started_at": "2026-05-04T07:20:00.808845+00:00", "ended_at": "2026-05-04T07:20:13.556001+00:00", "prompt_metrics": {"chars": 12023, "bytes_utf8": 12023, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 23952, "cached_input_tokens": 22912, "output_tokens": 159}, "stderr_preview": "2026-05-04T07:20:01.043796Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:20:03.303158Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Used the planned Tail Target-Rate Extremes template with group_col=\\\"nom_2\\\", target_col=\\\"target\\\", target_value='1', min_support=4, and top_k=17.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..36bf54a079f419c9bc1c8cee5ce7bc6ea53e2eea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21b032f6f6ef0c78/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_21b032f6f6ef0c78", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 159, + "total_tokens": 24111, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3998, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12746.11, + "sql_execution_elapsed_ms_total": 294.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_21b032f6f6ef0c78\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21cc754048909f60/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21cc754048909f60/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..370e6d759f2bb9cccb03eb814850c06406ed17f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21cc754048909f60/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "Oboe", "support": 92293, "support_share": 0.3076433333333333, "support_rank": 1}, {"value_label": "Piano", "support": 84517, "support_share": 0.2817233333333333, "support_rank": 2}, {"value_label": "Bassoon", "support": 68448, "support_share": 0.22816, "support_rank": 3}, {"value_label": "Theremin", "support": 54742, "support_share": 0.18247333333333332, "support_rank": 4}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21cc754048909f60/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21cc754048909f60/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..63495484d845f9600c941598ef53efbd99eedf44 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21cc754048909f60/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_21cc754048909f60 +-- problem_id: v2p_c14_5f14a760f7f8e7d6 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_4" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_4" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21cc754048909f60/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21cc754048909f60/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9f5da57c6c579a67da3918ecffcccbba5034c6c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21cc754048909f60/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c14_21cc754048909f60\n-- problem_id: v2p_c14_5f14a760f7f8e7d6\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"nom_4\" AS value_label, COUNT(*) AS support\n FROM \"c14\"\n GROUP BY \"nom_4\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c14_21cc754048909f60\\n-- problem_id: v2p_c14_5f14a760f7f8e7d6\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"nom_4\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c14\\\"\\n GROUP BY \\\"nom_4\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"Oboe\", \"support\": 92293, \"support_share\": 0.3076433333333333, \"support_rank\": 1}, {\"value_label\": \"Piano\", \"support\": 84517, \"support_share\": 0.2817233333333333, \"support_rank\": 2}, {\"value_label\": \"Bassoon\", \"support\": 68448, \"support_share\": 0.22816, \"support_rank\": 3}, {\"value_label\": \"Theremin\", \"support\": 54742, \"support_share\": 0.18247333333333332, \"support_rank\": 4}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 228.32}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21cc754048909f60/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21cc754048909f60/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..46d41a266b2c488c6fa493438c886da449e51b69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21cc754048909f60/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:49.588936+00:00", + "ended_at": "2026-05-04T07:37:49.822863+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_21cc754048909f60", + "problem_id": "v2p_c14_5f14a760f7f8e7d6", + "dataset_id": "c14", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=nom_4.", + "bindings": { + "group_col": "nom_4" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_21cc754048909f60.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21cc754048909f60/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21cc754048909f60/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_21cc754048909f60/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58e41edb69eacc5d386737c935f8cf318c72ef68 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11869, "bytes_utf8": 11869, "lines": 398, "estimated_tokens": 3800}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 23889, "cached_input_tokens": 2432, "output_tokens": 156}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3c6fc68ee41e2183358b5377279f32f691da05db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_2530be700fa3be44", + "api_calls": 0, + "input_tokens": 23889, + "cached_input_tokens": 2432, + "output_tokens": 156, + "total_tokens": 24045, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3800, + "estimated_output_tokens": 118, + "estimated_total_tokens": 3918, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11534.05, + "sql_execution_elapsed_ms_total": 120.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_2530be700fa3be44\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4d2352ee96fa2999b217968a1277d58ca7bb53c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:10:30.582972+00:00", + "ended_at": "2026-05-04T07:10:42.118132+00:00", + "elapsed_ms": 11534.05, + "prompt_metrics": { + "chars": 11869, + "bytes_utf8": 11869, + "lines": 398, + "estimated_tokens": 3800 + }, + "stdout_metrics": { + "chars": 756, + "bytes_utf8": 756, + "lines": 4, + "estimated_tokens": 228 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13229 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 427, + "bytes_utf8": 427, + "lines": 1, + "estimated_tokens": 118 + }, + "usage": { + "input_tokens": 23889, + "cached_input_tokens": 2432, + "output_tokens": 156 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0008925f98c4a3b716cf8e64ba8be8ee92d333c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_2.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "ord_2", + "predicate_col": "ord_0", + "predicate_op": ">=", + "predicate_value": 2.5, + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e79f55128748c4cba01cc629e61d4deac5b92e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d3-017c-7be2-abb6-ccc5a1a74293"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_2\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE CAST(\\\"ord_0\\\" AS REAL) >= 2.5\\nGROUP BY \\\"ord_2\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Used the required template with group_col bound to \\\"ord_2\\\" and predicate_col bound to \\\"ord_0\\\". CAST(\\\"ord_0\\\" AS REAL) ensures SQLite performs a numeric comparison because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23889,"cached_input_tokens":2432,"output_tokens":156}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..10d9934605348b0c04c5c75dc8332fc00f1e650e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_2\", COUNT(*) AS support\nFROM \"c14\"\nWHERE CAST(\"ord_0\" AS REAL) >= 2.5\nGROUP BY \"ord_2\"\nORDER BY support DESC\nLIMIT 11;","notes":"Used the required template with group_col bound to \"ord_2\" and predicate_col bound to \"ord_0\". CAST(\"ord_0\" AS REAL) ensures SQLite performs a numeric comparison because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ff89775cfd233fb2103f3f40aee7bc5e19f7885 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:10:30.879596Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:10:33.378628Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:10:41.395131Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0494a435c5ecb9e477ed5c95d8333ca90fde0496 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_2. +Result preview: [{"ord_2": "Freezing", "support": 12971}, {"ord_2": "Lava Hot", "support": 8282}, {"ord_2": "Boiling Hot", "support": 7776}, {"ord_2": "Cold", "support": 4343}, {"ord_2": "Hot", "support": 2812}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2881880fd27c9b5e70f33377cc9e0739cedc862 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_2530be700fa3be44 +-- problem_id: v2p_c14_0af5aa5f8bf4d27f +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", COUNT(*) AS support +FROM "c14" +WHERE CAST("ord_0" AS REAL) >= 2.5 +GROUP BY "ord_2" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e89584729b7dda5216d704aaacbccd6b4a2f4e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_2\", COUNT(*) AS support\nFROM \"c14\"\nWHERE CAST(\"ord_0\" AS REAL) >= 2.5\nGROUP BY \"ord_2\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_2\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE CAST(\\\"ord_0\\\" AS REAL) >= 2.5\\nGROUP BY \\\"ord_2\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"ord_2\", \"support\"], \"rows\": [{\"ord_2\": \"Freezing\", \"support\": 12971}, {\"ord_2\": \"Lava Hot\", \"support\": 8282}, {\"ord_2\": \"Boiling Hot\", \"support\": 7776}, {\"ord_2\": \"Cold\", \"support\": 4343}, {\"ord_2\": \"Hot\", \"support\": 2812}, {\"ord_2\": \"Warm\", \"support\": 2532}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 120.78}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eb03719764ffcaf1b24b4e12178e7e8f78f82d1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:10:30.532114+00:00", + "ended_at": "2026-05-04T07:10:42.276686+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_2530be700fa3be44", + "problem_id": "v2p_c14_0af5aa5f8bf4d27f", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_2.", + "bindings": { + "group_col": "ord_2", + "predicate_col": "ord_0", + "predicate_op": ">=", + "predicate_value": 2.5, + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_2530be700fa3be44.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_2530be700fa3be44", + "api_calls": 0, + "input_tokens": 23889, + "cached_input_tokens": 2432, + "output_tokens": 156, + "total_tokens": 24045, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3800, + "estimated_output_tokens": 118, + "estimated_total_tokens": 3918, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11534.05, + "sql_execution_elapsed_ms_total": 120.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_2530be700fa3be44\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb3d539218ca0879a433445a67ca1569f0d07c0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:10:42.130326+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11534.05, "started_at": "2026-05-04T07:10:30.582972+00:00", "ended_at": "2026-05-04T07:10:42.118132+00:00", "prompt_metrics": {"chars": 11869, "bytes_utf8": 11869, "lines": 398, "estimated_tokens": 3800}, "response_metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 23889, "cached_input_tokens": 2432, "output_tokens": 156}, "stderr_preview": "2026-05-04T07:10:30.879596Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:10:33.378628Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 2.5\\nGROUP BY \\\"ord_2\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Used the required template with group_col bound to \\\"ord_2\\\" and predicate_col bound to \\\"ord_0\\\". CAST(\\\"ord_0\\\" AS REAL) ensures SQLite performs a numeric comparison because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f74990b04412dac75bc9b531facffe0a2b5f317c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2530be700fa3be44/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_2530be700fa3be44", + "api_calls": 0, + "input_tokens": 23889, + "cached_input_tokens": 2432, + "output_tokens": 156, + "total_tokens": 24045, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3800, + "estimated_output_tokens": 118, + "estimated_total_tokens": 3918, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11534.05, + "sql_execution_elapsed_ms_total": 120.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_2530be700fa3be44\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2721b12f2107c867/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2721b12f2107c867/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..73a2ac4a9af907081ae3b86193e03b5ab00efec6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2721b12f2107c867/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 223018, "support_share": 0.7433933333333334, "cumulative_support": 223018}, {"value_label": "1", "support": 76982, "support_share": 0.25660666666666665, "cumulative_support": 300000}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2721b12f2107c867/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2721b12f2107c867/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a983d20935b27eb23534bee11ba366f2a4d3da52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2721b12f2107c867/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_2721b12f2107c867 +-- problem_id: v2p_c14_893641130cb2d327 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_1" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "bin_1" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2721b12f2107c867/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2721b12f2107c867/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dac5092bb9f561e916f396623baeadd3b7f2c57d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2721b12f2107c867/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c14_2721b12f2107c867\n-- problem_id: v2p_c14_893641130cb2d327\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"bin_1\" AS value_label, COUNT(*) AS support\n FROM \"c14\"\n GROUP BY \"bin_1\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c14_2721b12f2107c867\\n-- problem_id: v2p_c14_893641130cb2d327\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"bin_1\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c14\\\"\\n GROUP BY \\\"bin_1\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"0\", \"support\": 223018, \"support_share\": 0.7433933333333334, \"cumulative_support\": 223018}, {\"value_label\": \"1\", \"support\": 76982, \"support_share\": 0.25660666666666665, \"cumulative_support\": 300000}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 192.7}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2721b12f2107c867/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2721b12f2107c867/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e39992d4733c5b91cf9e3c42911777418b83cca0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2721b12f2107c867/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:43.640363+00:00", + "ended_at": "2026-05-04T07:37:43.837375+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_2721b12f2107c867", + "problem_id": "v2p_c14_893641130cb2d327", + "dataset_id": "c14", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=bin_1.", + "bindings": { + "group_col": "bin_1" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_2721b12f2107c867.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2721b12f2107c867/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2721b12f2107c867/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2721b12f2107c867/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_27a393380de1366d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_27a393380de1366d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..757119b3c63c7a4288dc3332a709a8c8181ee5d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_27a393380de1366d/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "Novice", "support": 126583, "support_share": 0.42194333333333334, "support_rank": 1}, {"value_label": "Grandmaster", "support": 77428, "support_share": 0.25809333333333334, "support_rank": 2}, {"value_label": "Contributor", "support": 42871, "support_share": 0.14290333333333333, "support_rank": 3}, {"value_label": "Master", "support": 28053, "support_share": 0.09351, "support_rank": 4}, {"value_label": "Expert", "support": 25065, "support_share": 0.08355, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_27a393380de1366d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_27a393380de1366d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..862947ed13cca8cb9db4100d099ccb934554f8bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_27a393380de1366d/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_27a393380de1366d +-- problem_id: v2p_c14_3f6c71b77021caa8 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_1" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_1" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_27a393380de1366d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_27a393380de1366d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1db2c2bb104adc8d2a461dd7fd2002842f4d34ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_27a393380de1366d/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c14_27a393380de1366d\n-- problem_id: v2p_c14_3f6c71b77021caa8\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"ord_1\" AS value_label, COUNT(*) AS support\n FROM \"c14\"\n GROUP BY \"ord_1\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c14_27a393380de1366d\\n-- problem_id: v2p_c14_3f6c71b77021caa8\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"ord_1\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c14\\\"\\n GROUP BY \\\"ord_1\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"Novice\", \"support\": 126583, \"support_share\": 0.42194333333333334, \"support_rank\": 1}, {\"value_label\": \"Grandmaster\", \"support\": 77428, \"support_share\": 0.25809333333333334, \"support_rank\": 2}, {\"value_label\": \"Contributor\", \"support\": 42871, \"support_share\": 0.14290333333333333, \"support_rank\": 3}, {\"value_label\": \"Master\", \"support\": 28053, \"support_share\": 0.09351, \"support_rank\": 4}, {\"value_label\": \"Expert\", \"support\": 25065, \"support_share\": 0.08355, \"support_rank\": 5}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 237.22}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_27a393380de1366d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_27a393380de1366d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3a4271e7d9c8bfec87ccffc078e36a809d2c2102 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_27a393380de1366d/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:50.049785+00:00", + "ended_at": "2026-05-04T07:37:50.293792+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_27a393380de1366d", + "problem_id": "v2p_c14_3f6c71b77021caa8", + "dataset_id": "c14", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=ord_1.", + "bindings": { + "group_col": "ord_1" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=12", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 12, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_27a393380de1366d.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_27a393380de1366d/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_27a393380de1366d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_27a393380de1366d/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e196a75983facffe42d2cdac19a0722c91d66dfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11918, "bytes_utf8": 11918, "lines": 399, "estimated_tokens": 3813}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 23904, "cached_input_tokens": 19840, "output_tokens": 124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..490119700d588cc68baf0535ee6183402d263366 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_289561a98630c2bb", + "api_calls": 0, + "input_tokens": 23904, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 24028, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3813, + "estimated_output_tokens": 108, + "estimated_total_tokens": 3921, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10804.97, + "sql_execution_elapsed_ms_total": 294.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_289561a98630c2bb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..561091cc2fc9400fe403dbb1b6ce537a2dc24dd5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:56:43.686887+00:00", + "ended_at": "2026-05-04T06:56:54.491979+00:00", + "elapsed_ms": 10804.97, + "prompt_metrics": { + "chars": 11918, + "bytes_utf8": 11918, + "lines": 399, + "estimated_tokens": 3813 + }, + "stdout_metrics": { + "chars": 709, + "bytes_utf8": 709, + "lines": 4, + "estimated_tokens": 214 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13197 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 384, + "bytes_utf8": 384, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 23904, + "cached_input_tokens": 19840, + "output_tokens": 124 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de9c6fc4f2042f943c44a0afe82b63dfddfcbcac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=nom_2, condition_col=ord_0.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "nom_2", + "condition_col": "ord_0", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dcb1425818ff7a5072dfd3a8ba6411485311cb3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c6-635d-71d3-8005-08c2b0015c97"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_2\\\",\\n AVG(CASE WHEN \\\"ord_0\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col bound to \\\"nom_2\\\" and condition_col bound to \\\"ord_0\\\", using condition_value '1' as specified.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23904,"cached_input_tokens":19840,"output_tokens":124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..442c2eefc7f1f6f7784384862e3059ff40ad49ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_2\",\n AVG(CASE WHEN \"ord_0\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_2\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col bound to \"nom_2\" and condition_col bound to \"ord_0\", using condition_value '1' as specified."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b42ed0207acd92bcb368a8ae5f7c674b9adb06d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:56:43.953725Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:56:46.687360Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:56:53.700466Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e717998ece0ce72e61cc9e84d9ec9d99a6d06e45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=nom_2, condition_col=ord_0. +Result preview: [{"nom_2": "Cat", "condition_rate": 0.6519664109224914}, {"nom_2": "Hamster", "condition_rate": 0.6512361379591006}, {"nom_2": "Lion", "condition_rate": 0.6499432351053852}, {"nom_2": "Axolotl", "condition_rate": 0.6495738321895063}, {"nom_2": "Snake", "condition_rate": 0.6477087365971421}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..14f6a8374a73af5da2156c0b242380802218fde9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_289561a98630c2bb +-- problem_id: v2p_c14_9c314f6d2c0636a0 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", + AVG(CASE WHEN "ord_0" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_2" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3086c6b134144b13f4b3de8d5d24b2e08ce52c65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_2\",\n AVG(CASE WHEN \"ord_0\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_2\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_2\\\",\\n AVG(CASE WHEN \\\"ord_0\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"nom_2\", \"condition_rate\"], \"rows\": [{\"nom_2\": \"Cat\", \"condition_rate\": 0.6519664109224914}, {\"nom_2\": \"Hamster\", \"condition_rate\": 0.6512361379591006}, {\"nom_2\": \"Lion\", \"condition_rate\": 0.6499432351053852}, {\"nom_2\": \"Axolotl\", \"condition_rate\": 0.6495738321895063}, {\"nom_2\": \"Snake\", \"condition_rate\": 0.6477087365971421}, {\"nom_2\": \"Dog\", \"condition_rate\": 0.6456842217711783}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 294.59}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b8b93dcdbda2f9d2ec0ac30370b6b69934511143 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:56:43.631702+00:00", + "ended_at": "2026-05-04T06:56:54.811978+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_289561a98630c2bb", + "problem_id": "v2p_c14_9c314f6d2c0636a0", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=nom_2, condition_col=ord_0.", + "bindings": { + "group_col": "nom_2", + "condition_col": "ord_0", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_289561a98630c2bb.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_289561a98630c2bb", + "api_calls": 0, + "input_tokens": 23904, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 24028, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3813, + "estimated_output_tokens": 108, + "estimated_total_tokens": 3921, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10804.97, + "sql_execution_elapsed_ms_total": 294.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_289561a98630c2bb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c2d094e4b62e45f379c832e8e1a32b3ad3969a86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_289561a98630c2bb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:56:54.510459+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10804.97, "started_at": "2026-05-04T06:56:43.686887+00:00", "ended_at": "2026-05-04T06:56:54.491979+00:00", "prompt_metrics": {"chars": 11918, "bytes_utf8": 11918, "lines": 399, "estimated_tokens": 3813}, "response_metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 23904, "cached_input_tokens": 19840, "output_tokens": 124}, "stderr_preview": "2026-05-04T06:56:43.953725Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:56:46.687360Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_29f7a6eeb13cfbd0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_29f7a6eeb13cfbd0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf8d95cee388ce3bfc0e2fbc56f30a15713ad175 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_29f7a6eeb13cfbd0/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_29f7a6eeb13cfbd0\n-- problem_id: v2p_c14_3de9add30a7875a2\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_7\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_7\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_29f7a6eeb13cfbd0\\n-- problem_id: v2p_c14_3de9add30a7875a2\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_7\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_7\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_7\", \"support\", \"avg_response\"], \"rows\": [{\"nom_7\": \"3a114adea\", \"support\": 534, \"avg_response\": 2.9794007490636703}, {\"nom_7\": \"3b679e531\", \"support\": 518, \"avg_response\": 2.971042471042471}, {\"nom_7\": \"6f3940b72\", \"support\": 518, \"avg_response\": 2.8996138996139}, {\"nom_7\": \"fcf2b8dce\", \"support\": 517, \"avg_response\": 2.9381044487427466}, {\"nom_7\": \"fe27cc23d\", \"support\": 515, \"avg_response\": 3.015533980582524}, {\"nom_7\": \"c6344321c\", \"support\": 510, \"avg_response\": 3.1098039215686275}, {\"nom_7\": \"c75a7f5f8\", \"support\": 508, \"avg_response\": 2.893700787401575}, {\"nom_7\": \"a0be4f3da\", \"support\": 505, \"avg_response\": 3.0356435643564357}, {\"nom_7\": \"c6dfa929a\", \"support\": 501, \"avg_response\": 3.053892215568862}, {\"nom_7\": \"eeba65bef\", \"support\": 500, \"avg_response\": 2.972}, {\"nom_7\": \"bb5a78030\", \"support\": 500, \"avg_response\": 2.948}, {\"nom_7\": \"cab0b4ca9\", \"support\": 499, \"avg_response\": 3.006012024048096}, {\"nom_7\": \"4a0ff1117\", \"support\": 498, \"avg_response\": 3.1847389558232932}, {\"nom_7\": \"a2507f97d\", \"support\": 497, \"avg_response\": 2.9336016096579476}, {\"nom_7\": \"700924d38\", \"support\": 496, \"avg_response\": 3.215725806451613}, {\"nom_7\": \"7c6d738f8\", \"support\": 496, \"avg_response\": 3.068548387096774}, {\"nom_7\": \"eb50b1f32\", \"support\": 496, \"avg_response\": 2.8951612903225805}, {\"nom_7\": \"17d7c7e77\", \"support\": 494, \"avg_response\": 2.9331983805668016}, {\"nom_7\": \"5aed00b2c\", \"support\": 493, \"avg_response\": 3.1217038539553754}, {\"nom_7\": \"a88395028\", \"support\": 492, \"avg_response\": 3.0609756097560976}, {\"nom_7\": \"0378e418b\", \"support\": 490, \"avg_response\": 2.9714285714285715}, {\"nom_7\": \"2d8e816e2\", \"support\": 490, \"avg_response\": 2.9020408163265308}, {\"nom_7\": \"12e6161c9\", \"support\": 490, \"avg_response\": 2.8510204081632655}, {\"nom_7\": \"944df579c\", \"support\": 489, \"avg_response\": 3.067484662576687}, {\"nom_7\": \"5fee1e1d2\", \"support\": 487, \"avg_response\": 2.9835728952772076}, {\"nom_7\": \"077a10d72\", \"support\": 487, \"avg_response\": 2.909650924024641}, {\"nom_7\": \"d863df6ca\", \"support\": 486, \"avg_response\": 3.133744855967078}, {\"nom_7\": \"346c81c8f\", \"support\": 486, \"avg_response\": 3.094650205761317}, {\"nom_7\": \"4addee130\", \"support\": 486, \"avg_response\": 2.921810699588477}, {\"nom_7\": \"3c452e60d\", \"support\": 485, \"avg_response\": 2.9835051546391753}, {\"nom_7\": \"0e0637b46\", \"support\": 485, \"avg_response\": 2.94639175257732}, {\"nom_7\": \"59de9c26a\", \"support\": 484, \"avg_response\": 2.925619834710744}, {\"nom_7\": \"f6ddab67f\", \"support\": 483, \"avg_response\": 2.9523809523809526}, {\"nom_7\": \"3f0057c9b\", \"support\": 482, \"avg_response\": 3.070539419087137}, {\"nom_7\": \"22831fffe\", \"support\": 481, \"avg_response\": 3.058212058212058}, {\"nom_7\": \"4a79709cd\", \"support\": 481, \"avg_response\": 2.9771309771309773}, {\"nom_7\": \"00994f749\", \"support\": 480, \"avg_response\": 2.972916666666667}, {\"nom_7\": \"be90beeea\", \"support\": 480, \"avg_response\": 2.89375}, {\"nom_7\": \"3e5f076e2\", \"support\": 479, \"avg_response\": 3.0521920668058455}, {\"nom_7\": \"f037a1bfd\", \"support\": 478, \"avg_response\": 2.9393305439330546}, {\"nom_7\": \"85495b390\", \"support\": 476, \"avg_response\": 3.149159663865546}, {\"nom_7\": \"b042166d5\", \"support\": 476, \"avg_response\": 3.073529411764706}, {\"nom_7\": \"f53ce6da5\", \"support\": 475, \"avg_response\": 3.1494736842105264}, {\"nom_7\": \"d640f9971\", \"support\": 475, \"avg_response\": 3.0042105263157897}, {\"nom_7\": \"a6a36f527\", \"support\": 475, \"avg_response\": 2.8526315789473684}, {\"nom_7\": \"e94478990\", \"support\": 474, \"avg_response\": 3.0632911392405062}, {\"nom_7\": \"66418d6ec\", \"support\": 472, \"avg_response\": 3.0635593220338984}, {\"nom_7\": \"058d689da\", \"support\": 472, \"avg_response\": 2.9978813559322033}, {\"nom_7\": \"f16ff4894\", \"support\": 471, \"avg_response\": 3.21656050955414}, {\"nom_7\": \"386eb705f\", \"support\": 471, \"avg_response\": 2.9554140127388533}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 336.28}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_29f7a6eeb13cfbd0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_29f7a6eeb13cfbd0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2d48943d9cea44e454cb1c1847bd9bb0bf8b3ada --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_29f7a6eeb13cfbd0/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:56.207711+00:00", + "ended_at": "2026-05-04T07:37:56.548828+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_29f7a6eeb13cfbd0", + "problem_id": "v2p_c14_3de9add30a7875a2", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=day, key_col=nom_7.", + "bindings": { + "key_col": "nom_7", + "measure_col": "day", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=14", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 14, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_29f7a6eeb13cfbd0.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_29f7a6eeb13cfbd0/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_29f7a6eeb13cfbd0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_29f7a6eeb13cfbd0/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1b7ba7c5e96d6b3f9e181d22b6a2b997b0fcad1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11989, "bytes_utf8": 11989, "lines": 399, "estimated_tokens": 3849}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 585, "bytes_utf8": 585, "lines": 1, "estimated_tokens": 165}, "usage": {"input_tokens": 23940, "cached_input_tokens": 23424, "output_tokens": 217}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b2e0f3b7fd0925685bcfc1a4d90dc8b78731b706 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_2bdc3b4599dc45b8", + "api_calls": 0, + "input_tokens": 23940, + "cached_input_tokens": 23424, + "output_tokens": 217, + "total_tokens": 24157, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3849, + "estimated_output_tokens": 165, + "estimated_total_tokens": 4014, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14270.3, + "sql_execution_elapsed_ms_total": 381.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_2bdc3b4599dc45b8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cd7fd276ebe5aa3a435beb4f067bf9e65a9cc248 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:53:56.564732+00:00", + "ended_at": "2026-05-04T06:54:10.835571+00:00", + "elapsed_ms": 14270.3, + "prompt_metrics": { + "chars": 11989, + "bytes_utf8": 11989, + "lines": 399, + "estimated_tokens": 3849 + }, + "stdout_metrics": { + "chars": 934, + "bytes_utf8": 934, + "lines": 4, + "estimated_tokens": 282 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13223 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 585, + "bytes_utf8": 585, + "lines": 1, + "estimated_tokens": 165 + }, + "usage": { + "input_tokens": 23940, + "cached_input_tokens": 23424, + "output_tokens": 217 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..afcfc04a2a90418c6388f02199e73ae430b67cdb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_0, group_col_2=target, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_0", + "group_col_2": "target", + "target_col": "target", + "target_value": "0", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..077c3e9659f41b2ffb42f8807a33464b3951f40b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c3-d696-76b3-a04a-2519adb22206"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_0\\\", \\\"target\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\", \\\"target\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template exactly with group_col=\\\"bin_0\\\", group_col_2=\\\"target\\\", and target_col=\\\"target\\\". Since \\\"target\\\" is grouped and also used in the CASE expression, the resulting target_rate will be 1.0 for rows where target='0' and 0.0 for rows where target='1' within each bin_0/target group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23940,"cached_input_tokens":23424,"output_tokens":217}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..775ad5ed597966637ec524ed070afac465d3b0da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_0\", \"target\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_0\", \"target\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template exactly with group_col=\"bin_0\", group_col_2=\"target\", and target_col=\"target\". Since \"target\" is grouped and also used in the CASE expression, the resulting target_rate will be 1.0 for rows where target='0' and 0.0 for rows where target='1' within each bin_0/target group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fc3d187ded76ee2ef671146899b9d5304e65f5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:53:56.832356Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:53:59.148603Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:54:10.068566Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d66cba90fca50f3df6f5e560b1621922161040e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_0, group_col_2=target, target_col=target. +Result preview: [{"bin_0": "0", "target": "0", "target_rate": 1.0}, {"bin_0": "1", "target": "0", "target_rate": 1.0}, {"bin_0": "0", "target": "1", "target_rate": 0.0}, {"bin_0": "1", "target": "1", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a35b9186d2e74682d2b10f8385c77e3277426a09 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_2bdc3b4599dc45b8 +-- problem_id: v2p_c14_e8449c012ec712a1 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "target", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_0", "target" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f375fe4aa36e87073845ddd6995382e1f3d28a81 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_0\", \"target\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_0\", \"target\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_0\\\", \\\"target\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\", \\\"target\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bin_0\", \"target\", \"target_rate\"], \"rows\": [{\"bin_0\": \"0\", \"target\": \"0\", \"target_rate\": 1.0}, {\"bin_0\": \"1\", \"target\": \"0\", \"target_rate\": 1.0}, {\"bin_0\": \"0\", \"target\": \"1\", \"target_rate\": 0.0}, {\"bin_0\": \"1\", \"target\": \"1\", \"target_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 381.51}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..001c78e9232aacc81bd62ae0e2d1f740e40abbd8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:53:56.507980+00:00", + "ended_at": "2026-05-04T06:54:11.230998+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_2bdc3b4599dc45b8", + "problem_id": "v2p_c14_e8449c012ec712a1", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_0, group_col_2=target, target_col=target.", + "bindings": { + "group_col": "bin_0", + "group_col_2": "target", + "target_col": "target", + "target_value": "0", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_2bdc3b4599dc45b8.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_2bdc3b4599dc45b8", + "api_calls": 0, + "input_tokens": 23940, + "cached_input_tokens": 23424, + "output_tokens": 217, + "total_tokens": 24157, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3849, + "estimated_output_tokens": 165, + "estimated_total_tokens": 4014, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14270.3, + "sql_execution_elapsed_ms_total": 381.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_2bdc3b4599dc45b8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b232daeb027d0eda8c8e50da8e22f94c4c165ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2bdc3b4599dc45b8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:54:10.852651+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14270.3, "started_at": "2026-05-04T06:53:56.564732+00:00", "ended_at": "2026-05-04T06:54:10.835571+00:00", "prompt_metrics": {"chars": 11989, "bytes_utf8": 11989, "lines": 399, "estimated_tokens": 3849}, "response_metrics": {"chars": 585, "bytes_utf8": 585, "lines": 1, "estimated_tokens": 165}, "usage": {"input_tokens": 23940, "cached_input_tokens": 23424, "output_tokens": 217}, "stderr_preview": "2026-05-04T06:53:56.832356Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:53:59.148603Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=nom_1, measure_col=day, condition_col=ord_2.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "nom_1", + "measure_col": "day", + "condition_col": "ord_2", + "condition_value": "Lava Hot", + "positive_value": "Lava Hot", + "negative_value": "Boiling Hot", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e32ceb22eebf862/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e32ceb22eebf862/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eaad2fb6e454a697ade53a5cdae637506e67ec37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e32ceb22eebf862/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cd-15ac-7992-b9d0-d8117a89f8b0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"nom_1\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_2\\\" = 'Lava Hot'\\n AND \\\"nom_1\\\" IS NOT NULL\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_1\\\",\\n \\\"day_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_1\\\"\\n ORDER BY \\\"day_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_1\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"nom_1\\\",\\n \\\"day_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC, \\\"nom_1\\\" ASC;\",\"notes\":\"Used the planned template with group_col=\\\"nom_1\\\", measure_col=\\\"day\\\", and condition_col=\\\"ord_2\\\" filtered to 'Lava Hot'. Because SQLite does not support PERCENTILE_CONT, this uses a nearest-rank 95th percentile emulation with window functions and CAST(\\\"day\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23960,"cached_input_tokens":19840,"output_tokens":753}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e32ceb22eebf862/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e32ceb22eebf862/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e19e8bdafc417ba0664d6bfad66a00378b1eb3f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e32ceb22eebf862/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"nom_1\",\n CAST(\"day\" AS REAL) AS \"day_value\"\n FROM \"c14\"\n WHERE \"ord_2\" = 'Lava Hot'\n AND \"nom_1\" IS NOT NULL\n AND \"day\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"nom_1\",\n \"day_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_1\"\n ORDER BY \"day_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_1\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"nom_1\",\n \"day_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC, \"nom_1\" ASC;","notes":"Used the planned template with group_col=\"nom_1\", measure_col=\"day\", and condition_col=\"ord_2\" filtered to 'Lava Hot'. Because SQLite does not support PERCENTILE_CONT, this uses a nearest-rank 95th percentile emulation with window functions and CAST(\"day\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e32ceb22eebf862/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e32ceb22eebf862/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9628ba3daa6f9636ccb4fa83789bb23e930ff2d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e32ceb22eebf862/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:04:02.813044Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:04:05.448750Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:04:24.301078Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e32ceb22eebf862/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e32ceb22eebf862/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..586d8ad81d8b159d6bcb802c3fc5c198183bcf67 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e32ceb22eebf862/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=nom_1, measure_col=day, condition_col=ord_2. +Result preview: [{"nom_1": "Circle", "conditional_percentile": 7.0}, {"nom_1": "Polygon", "conditional_percentile": 7.0}, {"nom_1": "Square", "conditional_percentile": 7.0}, {"nom_1": "Star", "conditional_percentile": 7.0}, {"nom_1": "Trapezoid", "conditional_percentile": 7.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e32ceb22eebf862/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e32ceb22eebf862/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..85a9b76916009bf4450abd9f0da2bf6187e4ad7d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e32ceb22eebf862/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_2e32ceb22eebf862 +-- problem_id: v2p_c14_fe997b374e03ffda +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "nom_1", + CAST("day" AS REAL) AS "day_value" + FROM "c14" + WHERE "ord_2" = 'Lava Hot' + AND "nom_1" IS NOT NULL + AND "day" IS NOT NULL +), +"ranked" AS ( + SELECT + "nom_1", + "day_value", + ROW_NUMBER() OVER ( + PARTITION BY "nom_1" + ORDER BY "day_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_1" + ) AS "cnt" + FROM "filtered" +) +SELECT + "nom_1", + "day_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(((95 * "cnt") + 99) / 100 AS INTEGER) +ORDER BY "conditional_percentile" DESC, "nom_1" ASC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e32ceb22eebf862/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e32ceb22eebf862/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec8aa585c49e628586eac494730577c853e83802 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e32ceb22eebf862/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"nom_1\",\n CAST(\"day\" AS REAL) AS \"day_value\"\n FROM \"c14\"\n WHERE \"ord_2\" = 'Lava Hot'\n AND \"nom_1\" IS NOT NULL\n AND \"day\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"nom_1\",\n \"day_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_1\"\n ORDER BY \"day_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_1\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"nom_1\",\n \"day_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC, \"nom_1\" ASC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"nom_1\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_2\\\" = 'Lava Hot'\\n AND \\\"nom_1\\\" IS NOT NULL\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_1\\\",\\n \\\"day_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_1\\\"\\n ORDER BY \\\"day_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_1\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"nom_1\\\",\\n \\\"day_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC, \\\"nom_1\\\" ASC;\", \"columns\": [\"nom_1\", \"conditional_percentile\"], \"rows\": [{\"nom_1\": \"Circle\", \"conditional_percentile\": 7.0}, {\"nom_1\": \"Polygon\", \"conditional_percentile\": 7.0}, {\"nom_1\": \"Square\", \"conditional_percentile\": 7.0}, {\"nom_1\": \"Star\", \"conditional_percentile\": 7.0}, {\"nom_1\": \"Trapezoid\", \"conditional_percentile\": 7.0}, {\"nom_1\": \"Triangle\", \"conditional_percentile\": 7.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 374.63}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e32ceb22eebf862/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e32ceb22eebf862/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..805ee504a3ae642eb4caa80ff99ae9ee109ca354 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e32ceb22eebf862/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:04:02.530676+00:00", + "ended_at": "2026-05-04T07:04:25.636461+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_2e32ceb22eebf862", + "problem_id": "v2p_c14_fe997b374e03ffda", + "dataset_id": "c14", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=nom_1, measure_col=day, condition_col=ord_2.", + "bindings": { + "group_col": "nom_1", + "measure_col": "day", + "condition_col": "ord_2", + "condition_value": "Lava Hot", + "positive_value": "Lava Hot", + "negative_value": "Boiling Hot", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_2e32ceb22eebf862.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_2e32ceb22eebf862", + "api_calls": 0, + "input_tokens": 23960, + "cached_input_tokens": 19840, + "output_tokens": 753, + "total_tokens": 24713, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3869, + "estimated_output_tokens": 310, + "estimated_total_tokens": 4179, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22636.55, + "sql_execution_elapsed_ms_total": 374.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_2e32ceb22eebf862\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e32ceb22eebf862/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e32ceb22eebf862/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0ada70736daf34cac0d2577da506ee45d9d96a90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e32ceb22eebf862/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:04:25.247475+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22636.55, "started_at": "2026-05-04T07:04:02.589381+00:00", "ended_at": "2026-05-04T07:04:25.226001+00:00", "prompt_metrics": {"chars": 12195, "bytes_utf8": 12195, "lines": 401, "estimated_tokens": 3869}, "response_metrics": {"chars": 1011, "bytes_utf8": 1011, "lines": 1, "estimated_tokens": 310}, "usage": {"input_tokens": 23960, "cached_input_tokens": 19840, "output_tokens": 753}, "stderr_preview": "2026-05-04T07:04:02.813044Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:04:05.448750Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_0, measure_col=id.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ord_0", + "measure_col": "id", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f6d468a119f7e87e52c1c89273fac704dc77ce4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,400 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_0, measure_col=id.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ord_0", + "measure_col": "id", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_0\",\n CAST(\"id\" AS INTEGER) AS \"id_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_0\"\n ORDER BY CAST(\"id\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"ord_0\") AS \"cnt\"\n FROM \"c14\"\n)\nSELECT\n \"ord_0\",\n \"id_num\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bcf58257d0093ffa7ea56750684c84c8e260aa0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e7-bca6-7810-8d6f-f75111d4db84"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_0\\\",\\n CAST(\\\"id\\\" AS INTEGER) AS \\\"id_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_0\\\"\\n ORDER BY CAST(\\\"id\\\" AS INTEGER)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"ord_0\\\") AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n)\\nSELECT\\n \\\"ord_0\\\",\\n \\\"id_num\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile per group via window functions. \\\"id\\\" is stored as TEXT in the schema, so it is cast to INTEGER before ordering and returning the percentile value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":19840,"output_tokens":358}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5302929f3ee15827e43db5baaebdf58acd752f1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_0\",\n CAST(\"id\" AS INTEGER) AS \"id_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_0\"\n ORDER BY CAST(\"id\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"ord_0\") AS \"cnt\"\n FROM \"c14\"\n)\nSELECT\n \"ord_0\",\n \"id_num\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile per group via window functions. \"id\" is stored as TEXT in the schema, so it is cast to INTEGER before ordering and returning the percentile value."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..11b51cc747689a9310ac5ab3f0b0a5c7f43cecf4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e7-f775-7383-a903-ba55cc2b95bb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_0\\\",\\n CAST(\\\"id\\\" AS INTEGER) AS \\\"id_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_0\\\"\\n ORDER BY CAST(\\\"id\\\" AS INTEGER)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"ord_0\\\") AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n)\\nSELECT\\n \\\"ord_0\\\",\\n \\\"id_num\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with SQLite integer arithmetic for ceil(0.9 * count): ((9 * cnt) + 9) / 10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":24074,"cached_input_tokens":22912,"output_tokens":332}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6520d04a28c8478a650fa80584d3f8b74e34e7a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_0\",\n CAST(\"id\" AS INTEGER) AS \"id_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_0\"\n ORDER BY CAST(\"id\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"ord_0\") AS \"cnt\"\n FROM \"c14\"\n)\nSELECT\n \"ord_0\",\n \"id_num\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL() with SQLite integer arithmetic for ceil(0.9 * count): ((9 * cnt) + 9) / 10."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4b20cff8e8b508dc4e00758ecc500999577cabb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:33:09.494277Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:33:12.058318Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:33:23.614369Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7205f5a3e7ec2b0a9ab96f44dfce02dcb126543 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:33:24.528939Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:33:26.891804Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:33:39.589779Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5692d9c3549233dd44a842462fa30fc432a683ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_0, measure_col=id. +Result preview: [{"ord_0": "3", "percentile_measure": 270620}, {"ord_0": "1", "percentile_measure": 269954}, {"ord_0": "2", "percentile_measure": 269731}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3cc1df7b6fc2a4f3148fdfd45540ec430dbc7272 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/generated_sql.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_2e7eb9d0562f83d2 +-- problem_id: v2p_c14_4d3bc62e29daa5c0 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_0", + CAST("id" AS INTEGER) AS "id_num", + ROW_NUMBER() OVER ( + PARTITION BY "ord_0" + ORDER BY CAST("id" AS INTEGER) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "ord_0") AS "cnt" + FROM "c14" +) +SELECT + "ord_0", + "id_num" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb1a9f982616eb98e96b71245e2e7ecbfef6202d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_0\",\n CAST(\"id\" AS INTEGER) AS \"id_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_0\"\n ORDER BY CAST(\"id\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"ord_0\") AS \"cnt\"\n FROM \"c14\"\n)\nSELECT\n \"ord_0\",\n \"id_num\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_0\\\",\\n CAST(\\\"id\\\" AS INTEGER) AS \\\"id_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_0\\\"\\n ORDER BY CAST(\\\"id\\\" AS INTEGER)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"ord_0\\\") AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n)\\nSELECT\\n \\\"ord_0\\\",\\n \\\"id_num\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"ord_0\", \"percentile_measure\"], \"rows\": [{\"ord_0\": \"3\", \"percentile_measure\": 270620}, {\"ord_0\": \"1\", \"percentile_measure\": 269954}, {\"ord_0\": \"2\", \"percentile_measure\": 269731}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1134.82}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8f84b68316224f52d021c5cc4e2f9163aba4ba02 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:33:09.197071+00:00", + "ended_at": "2026-05-04T07:33:41.503524+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_2e7eb9d0562f83d2", + "problem_id": "v2p_c14_4d3bc62e29daa5c0", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_0, measure_col=id.", + "bindings": { + "group_col": "ord_0", + "measure_col": "id", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=136" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_2e7eb9d0562f83d2.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_2e7eb9d0562f83d2", + "api_calls": 0, + "input_tokens": 47951, + "cached_input_tokens": 42752, + "output_tokens": 690, + "total_tokens": 48641, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 7769, + "estimated_output_tokens": 423, + "estimated_total_tokens": 8192, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31067.46, + "sql_execution_elapsed_ms_total": 1134.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_2e7eb9d0562f83d2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c579b95fdf4243ec57f4cc51fbf13676c15cc50c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2e7eb9d0562f83d2/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:33:24.332621+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15071.03, "started_at": "2026-05-04T07:33:09.250056+00:00", "ended_at": "2026-05-04T07:33:24.321223+00:00", "prompt_metrics": {"chars": 11861, "bytes_utf8": 11861, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 750, "bytes_utf8": 750, "lines": 1, "estimated_tokens": 220}, "usage": {"input_tokens": 23877, "cached_input_tokens": 19840, "output_tokens": 358}, "stderr_preview": "2026-05-04T07:33:09.494277Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:33:12.058318Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=nom_4, group_col_2=target.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "nom_4", + "group_col_2": "target", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2fe8dc3774c5838a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2fe8dc3774c5838a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..924a18db66b428ea0322b330fe7a4a4a042f3686 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2fe8dc3774c5838a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e3-be1c-7f80-9891-ea41ee57e82a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"nom_4\\\",\\n \\\"target\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\", \\\"target\\\"\\nORDER BY support ASC, \\\"nom_4\\\", \\\"target\\\"\\nLIMIT 14;\",\"notes\":\"Uses the required Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"nom_4\\\" and group_col_2=\\\"target\\\", generating a SQLite-compatible single-table SELECT query with quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23917,"cached_input_tokens":23424,"output_tokens":130}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2fe8dc3774c5838a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2fe8dc3774c5838a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d792eb7a53a3e4837b7f84c6fec8a9e63419de4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2fe8dc3774c5838a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"nom_4\",\n \"target\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"nom_4\", \"target\"\nORDER BY support ASC, \"nom_4\", \"target\"\nLIMIT 14;","notes":"Uses the required Pairwise Sparse Slice Count template with fixed bindings group_col=\"nom_4\" and group_col_2=\"target\", generating a SQLite-compatible single-table SELECT query with quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2fe8dc3774c5838a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2fe8dc3774c5838a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55f45b98e134dd0b432736bbf6b500bc9ee06190 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2fe8dc3774c5838a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:28:47.713687Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:28:49.984056Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:28:57.444238Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2fe8dc3774c5838a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2fe8dc3774c5838a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..774fc582423c44690ab7298500db215e899053c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2fe8dc3774c5838a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=nom_4, group_col_2=target. +Result preview: [{"nom_4": "Bassoon", "target": "1", "support": 16273}, {"nom_4": "Theremin", "target": "1", "support": 19376}, {"nom_4": "Piano", "target": "1", "support": 25707}, {"nom_4": "Oboe", "target": "1", "support": 30408}, {"nom_4": "Theremin", "target": "0", "support": 35366}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2fe8dc3774c5838a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2fe8dc3774c5838a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fb8809c112d68e22a7fb809184ec34aef582eff0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2fe8dc3774c5838a/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_2fe8dc3774c5838a +-- problem_id: v2p_c14_3620eaa6af746c6d +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_4", + "target", + COUNT(*) AS support +FROM "c14" +GROUP BY "nom_4", "target" +ORDER BY support ASC, "nom_4", "target" +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2fe8dc3774c5838a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2fe8dc3774c5838a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..639bf2c149b1341999cd6343533e3c7275fa99ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2fe8dc3774c5838a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"nom_4\",\n \"target\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"nom_4\", \"target\"\nORDER BY support ASC, \"nom_4\", \"target\"\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"nom_4\\\",\\n \\\"target\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\", \\\"target\\\"\\nORDER BY support ASC, \\\"nom_4\\\", \\\"target\\\"\\nLIMIT 14;\", \"columns\": [\"nom_4\", \"target\", \"support\"], \"rows\": [{\"nom_4\": \"Bassoon\", \"target\": \"1\", \"support\": 16273}, {\"nom_4\": \"Theremin\", \"target\": \"1\", \"support\": 19376}, {\"nom_4\": \"Piano\", \"target\": \"1\", \"support\": 25707}, {\"nom_4\": \"Oboe\", \"target\": \"1\", \"support\": 30408}, {\"nom_4\": \"Theremin\", \"target\": \"0\", \"support\": 35366}, {\"nom_4\": \"Bassoon\", \"target\": \"0\", \"support\": 52175}, {\"nom_4\": \"Piano\", \"target\": \"0\", \"support\": 58810}, {\"nom_4\": \"Oboe\", \"target\": \"0\", \"support\": 61885}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 433.05}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2fe8dc3774c5838a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2fe8dc3774c5838a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d046b15d37290245b3a5a2f76479e358a6e4e578 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2fe8dc3774c5838a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:28:47.406421+00:00", + "ended_at": "2026-05-04T07:28:58.629090+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_2fe8dc3774c5838a", + "problem_id": "v2p_c14_3620eaa6af746c6d", + "dataset_id": "c14", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=nom_4, group_col_2=target.", + "bindings": { + "group_col": "nom_4", + "group_col_2": "target", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=124" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_2fe8dc3774c5838a.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_2fe8dc3774c5838a", + "api_calls": 0, + "input_tokens": 23917, + "cached_input_tokens": 23424, + "output_tokens": 130, + "total_tokens": 24047, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3828, + "estimated_output_tokens": 114, + "estimated_total_tokens": 3942, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10675.56, + "sql_execution_elapsed_ms_total": 433.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_2fe8dc3774c5838a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2fe8dc3774c5838a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2fe8dc3774c5838a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ecf3bae75f87a4484f685e26165e22792c391a73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_2fe8dc3774c5838a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:28:58.187943+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10675.56, "started_at": "2026-05-04T07:28:47.484986+00:00", "ended_at": "2026-05-04T07:28:58.160804+00:00", "prompt_metrics": {"chars": 11856, "bytes_utf8": 11856, "lines": 396, "estimated_tokens": 3828}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 23917, "cached_input_tokens": 23424, "output_tokens": 130}, "stderr_preview": "2026-05-04T07:28:47.713687Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:28:49.984056Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_0, group_col_2=month, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_0", + "group_col_2": "month", + "target_col": "target", + "target_value": "1", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3089ef82662fd60c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3089ef82662fd60c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ed44e56f9f1a81d9ad9af435b06700a3ba018df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3089ef82662fd60c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c3-333a-73c3-9024-4c4f85ae64bb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_0\\\", \\\"month\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\", \\\"month\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Uses the provided Two-Axis Target Rate Surface template with group_col=\\\"bin_0\\\", group_col_2=\\\"month\\\", and target_col=\\\"target\\\" targeting value '1'. All identifiers are double-quoted and the SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23939,"cached_input_tokens":19840,"output_tokens":141}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3089ef82662fd60c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3089ef82662fd60c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bad7fe1260b061333b54f2c5aced6e6153d94e76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3089ef82662fd60c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_0\", \"month\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_0\", \"month\"\nORDER BY target_rate DESC;","notes":"Uses the provided Two-Axis Target Rate Surface template with group_col=\"bin_0\", group_col_2=\"month\", and target_col=\"target\" targeting value '1'. All identifiers are double-quoted and the SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3089ef82662fd60c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3089ef82662fd60c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc19a49da715979b25a4665123992ef92e746eee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3089ef82662fd60c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:53:14.992202Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:53:17.576548Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:53:28.107506Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3089ef82662fd60c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3089ef82662fd60c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..569bfd1df341360cf64891019fc0fc7c32265c2a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3089ef82662fd60c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_0, group_col_2=month, target_col=target. +Result preview: [{"bin_0": "1", "month": "6", "target_rate": 0.4745762711864407}, {"bin_0": "1", "month": "12", "target_rate": 0.3706090879793748}, {"bin_0": "0", "month": "6", "target_rate": 0.36507936507936506}, {"bin_0": "0", "month": "11", "target_rate": 0.36434972580141783}, {"bin_0": "1", "month": "11", "target_rate": 0.36239782016348776}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3089ef82662fd60c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3089ef82662fd60c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..40fa1e10740e80d8900bd4aa1f605cb3ae4c868c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3089ef82662fd60c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_3089ef82662fd60c +-- problem_id: v2p_c14_895ff13b77b33595 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "month", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_0", "month" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3089ef82662fd60c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3089ef82662fd60c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e0eb98a13b57689e2d7f8247a19de2a74e5ffa1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3089ef82662fd60c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_0\", \"month\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_0\", \"month\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_0\\\", \\\"month\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\", \\\"month\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"bin_0\", \"month\", \"target_rate\"], \"rows\": [{\"bin_0\": \"1\", \"month\": \"6\", \"target_rate\": 0.4745762711864407}, {\"bin_0\": \"1\", \"month\": \"12\", \"target_rate\": 0.3706090879793748}, {\"bin_0\": \"0\", \"month\": \"6\", \"target_rate\": 0.36507936507936506}, {\"bin_0\": \"0\", \"month\": \"11\", \"target_rate\": 0.36434972580141783}, {\"bin_0\": \"1\", \"month\": \"11\", \"target_rate\": 0.36239782016348776}, {\"bin_0\": \"0\", \"month\": \"10\", \"target_rate\": 0.35356845609654597}, {\"bin_0\": \"0\", \"month\": \"12\", \"target_rate\": 0.3512510746120085}, {\"bin_0\": \"1\", \"month\": \"10\", \"target_rate\": 0.35041551246537395}, {\"bin_0\": \"1\", \"month\": \"7\", \"target_rate\": 0.34943950521839967}, {\"bin_0\": \"0\", \"month\": \"9\", \"target_rate\": 0.34586744368900607}, {\"bin_0\": \"0\", \"month\": \"7\", \"target_rate\": 0.34392361111111114}, {\"bin_0\": \"1\", \"month\": \"9\", \"target_rate\": 0.3414709517923362}, {\"bin_0\": \"1\", \"month\": \"8\", \"target_rate\": 0.3360272224585283}, {\"bin_0\": \"0\", \"month\": \"8\", \"target_rate\": 0.32627144514317113}, {\"bin_0\": \"1\", \"month\": \"5\", \"target_rate\": 0.3218637992831541}, {\"bin_0\": \"0\", \"month\": \"5\", \"target_rate\": 0.31635416666666666}, {\"bin_0\": \"0\", \"month\": \"4\", \"target_rate\": 0.2979742173112339}, {\"bin_0\": \"1\", \"month\": \"4\", \"target_rate\": 0.293125}, {\"bin_0\": \"0\", \"month\": \"3\", \"target_rate\": 0.28145109169078597}, {\"bin_0\": \"1\", \"month\": \"3\", \"target_rate\": 0.2774621212121212}, {\"bin_0\": \"1\", \"month\": \"1\", \"target_rate\": 0.2569162313793771}, {\"bin_0\": \"0\", \"month\": \"1\", \"target_rate\": 0.2555564898119342}, {\"bin_0\": \"1\", \"month\": \"2\", \"target_rate\": 0.25264084507042256}, {\"bin_0\": \"0\", \"month\": \"2\", \"target_rate\": 0.24325552050473187}], \"row_count_returned\": 24, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 447.05}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3089ef82662fd60c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3089ef82662fd60c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0c3e334a76c42f7c52b16f5329846b154664712c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3089ef82662fd60c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:53:14.756209+00:00", + "ended_at": "2026-05-04T06:53:29.606722+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_3089ef82662fd60c", + "problem_id": "v2p_c14_895ff13b77b33595", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_0, group_col_2=month, target_col=target.", + "bindings": { + "group_col": "bin_0", + "group_col_2": "month", + "target_col": "target", + "target_value": "1", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_3089ef82662fd60c.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_3089ef82662fd60c", + "api_calls": 0, + "input_tokens": 23939, + "cached_input_tokens": 19840, + "output_tokens": 141, + "total_tokens": 24080, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3848, + "estimated_output_tokens": 125, + "estimated_total_tokens": 3973, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14322.47, + "sql_execution_elapsed_ms_total": 447.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_3089ef82662fd60c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3089ef82662fd60c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3089ef82662fd60c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e4797df586090674ec2e71b49a94426842d35aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3089ef82662fd60c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:53:29.155336+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14322.47, "started_at": "2026-05-04T06:53:14.814210+00:00", "ended_at": "2026-05-04T06:53:29.132565+00:00", "prompt_metrics": {"chars": 11971, "bytes_utf8": 11971, "lines": 399, "estimated_tokens": 3848}, "response_metrics": {"chars": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 23939, "cached_input_tokens": 19840, "output_tokens": 141}, "stderr_preview": "2026-05-04T06:53:14.992202Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:53:17.576548Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_31208d11e2dede8b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_31208d11e2dede8b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..288021a4a2e162924bfed1ae2bd99b8fee965e93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_31208d11e2dede8b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_31208d11e2dede8b\n-- problem_id: v2p_c14_43098948549d5e9f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ord_5\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_response\nFROM \"c14\"\nGROUP BY \"ord_5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_31208d11e2dede8b\\n-- problem_id: v2p_c14_43098948549d5e9f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ord_5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ord_5\", \"support\", \"avg_response\"], \"rows\": [{\"ord_5\": \"od\", \"support\": 5019, \"avg_response\": 151592.98864315602}, {\"ord_5\": \"fO\", \"support\": 3435, \"avg_response\": 149804.6521106259}, {\"ord_5\": \"Zq\", \"support\": 2926, \"avg_response\": 153451.5950102529}, {\"ord_5\": \"sD\", \"support\": 2880, \"avg_response\": 147225.1375}, {\"ord_5\": \"qP\", \"support\": 2854, \"avg_response\": 150307.42676944638}, {\"ord_5\": \"Xi\", \"support\": 2840, \"avg_response\": 151374.9084507042}, {\"ord_5\": \"Gb\", \"support\": 2824, \"avg_response\": 148714.42422096318}, {\"ord_5\": \"TZ\", \"support\": 2798, \"avg_response\": 149365.12080057184}, {\"ord_5\": \"Bd\", \"support\": 2771, \"avg_response\": 150355.84951281126}, {\"ord_5\": \"on\", \"support\": 2764, \"avg_response\": 149080.31910274964}, {\"ord_5\": \"ac\", \"support\": 2758, \"avg_response\": 148968.44597534445}, {\"ord_5\": \"uS\", \"support\": 2757, \"avg_response\": 147690.12731229598}, {\"ord_5\": \"ek\", \"support\": 2740, \"avg_response\": 148946.0624087591}, {\"ord_5\": \"CZ\", \"support\": 2735, \"avg_response\": 151047.8248628885}, {\"ord_5\": \"Eg\", \"support\": 2700, \"avg_response\": 147984.89555555556}, {\"ord_5\": \"PQ\", \"support\": 2688, \"avg_response\": 147525.71168154763}, {\"ord_5\": \"tP\", \"support\": 2674, \"avg_response\": 150974.32460732985}, {\"ord_5\": \"Qo\", \"support\": 2654, \"avg_response\": 147294.6198191409}, {\"ord_5\": \"gJ\", \"support\": 2633, \"avg_response\": 147368.70034181542}, {\"ord_5\": \"AP\", \"support\": 2614, \"avg_response\": 151351.61132364193}, {\"ord_5\": \"Xh\", \"support\": 2613, \"avg_response\": 152648.63681592038}, {\"ord_5\": \"hp\", \"support\": 2612, \"avg_response\": 150187.56891271056}, {\"ord_5\": \"bF\", \"support\": 2603, \"avg_response\": 151458.59316173647}, {\"ord_5\": \"kW\", \"support\": 2590, \"avg_response\": 150699.50772200772}, {\"ord_5\": \"Jc\", \"support\": 2572, \"avg_response\": 148312.60069984448}, {\"ord_5\": \"nh\", \"support\": 2543, \"avg_response\": 151095.27526543452}, {\"ord_5\": \"ri\", \"support\": 2538, \"avg_response\": 150187.3341213554}, {\"ord_5\": \"Ed\", \"support\": 2523, \"avg_response\": 147003.09591755847}, {\"ord_5\": \"cA\", \"support\": 2510, \"avg_response\": 150362.53705179284}, {\"ord_5\": \"UO\", \"support\": 2508, \"avg_response\": 150621.30502392346}, {\"ord_5\": \"tM\", \"support\": 2497, \"avg_response\": 149681.43612334802}, {\"ord_5\": \"sV\", \"support\": 2467, \"avg_response\": 150769.60235103365}, {\"ord_5\": \"lx\", \"support\": 2445, \"avg_response\": 150447.94437627812}, {\"ord_5\": \"dP\", \"support\": 2438, \"avg_response\": 151527.0430680886}, {\"ord_5\": \"MV\", \"support\": 2435, \"avg_response\": 152129.8796714579}, {\"ord_5\": \"Kq\", \"support\": 2431, \"avg_response\": 150594.40312628547}, {\"ord_5\": \"eQ\", \"support\": 2430, \"avg_response\": 151621.33374485598}, {\"ord_5\": \"su\", \"support\": 2421, \"avg_response\": 152385.60883932258}, {\"ord_5\": \"qo\", \"support\": 2409, \"avg_response\": 150440.24325446243}, {\"ord_5\": \"Qh\", \"support\": 2389, \"avg_response\": 151490.92591042278}, {\"ord_5\": \"be\", \"support\": 2382, \"avg_response\": 151019.13098236776}, {\"ord_5\": \"aP\", \"support\": 2371, \"avg_response\": 147419.2285955293}, {\"ord_5\": \"zU\", \"support\": 2360, \"avg_response\": 147892.01016949152}, {\"ord_5\": \"Dx\", \"support\": 2337, \"avg_response\": 149203.6324347454}, {\"ord_5\": \"Sc\", \"support\": 2289, \"avg_response\": 149693.0886850153}, {\"ord_5\": \"xy\", \"support\": 2279, \"avg_response\": 148384.38745063625}, {\"ord_5\": \"JX\", \"support\": 2276, \"avg_response\": 149136.49912126537}, {\"ord_5\": \"MC\", \"support\": 2268, \"avg_response\": 150390.94312169313}, {\"ord_5\": \"Wv\", \"support\": 2224, \"avg_response\": 148702.30215827338}, {\"ord_5\": \"aO\", \"support\": 2224, \"avg_response\": 148165.38938848922}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 326.02}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_31208d11e2dede8b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_31208d11e2dede8b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..52e3955763414165ecee954c3b2a18f675cc7c83 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_31208d11e2dede8b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:38:00.950193+00:00", + "ended_at": "2026-05-04T07:38:01.282053+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_31208d11e2dede8b", + "problem_id": "v2p_c14_43098948549d5e9f", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=id, key_col=ord_5.", + "bindings": { + "key_col": "ord_5", + "measure_col": "id", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=28", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 28, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_31208d11e2dede8b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_31208d11e2dede8b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_31208d11e2dede8b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_31208d11e2dede8b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32810e3679b2afd7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32810e3679b2afd7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32810e3679b2afd7/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32810e3679b2afd7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32810e3679b2afd7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..503616b2f337ec228a007237a6b0b28c932bcc45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32810e3679b2afd7/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_32810e3679b2afd7 +-- problem_id: v2p_c14_84831592242516db +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "id", + COUNT(*) AS support, + AVG("ord_0") AS avg_response +FROM "c14" +GROUP BY "id" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32810e3679b2afd7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32810e3679b2afd7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f0e21eba01bd59a05a2c41305ad8be1bca9ecf0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32810e3679b2afd7/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_32810e3679b2afd7\n-- problem_id: v2p_c14_84831592242516db\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"id\",\n COUNT(*) AS support,\n AVG(\"ord_0\") AS avg_response\nFROM \"c14\"\nGROUP BY \"id\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_32810e3679b2afd7\\n-- problem_id: v2p_c14_84831592242516db\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"id\\\",\\n COUNT(*) AS support,\\n AVG(\\\"ord_0\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"id\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"id\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 323.6}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32810e3679b2afd7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32810e3679b2afd7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a3f3cd4b95d7378beae11bf07d0e03e65fc3519e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32810e3679b2afd7/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:51.763994+00:00", + "ended_at": "2026-05-04T07:37:52.092593+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_32810e3679b2afd7", + "problem_id": "v2p_c14_84831592242516db", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=ord_0, key_col=id.", + "bindings": { + "key_col": "id", + "measure_col": "ord_0", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_32810e3679b2afd7.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32810e3679b2afd7/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32810e3679b2afd7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32810e3679b2afd7/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..710b29703530c5f6d14eaad7b97459e6e70cd368 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11799, "bytes_utf8": 11799, "lines": 396, "estimated_tokens": 3776}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 346, "bytes_utf8": 346, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 23865, "cached_input_tokens": 22912, "output_tokens": 102}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..10d54a4b6cd4ef4698f115bc79c7335a36e38509 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_32cf6edb12f01438", + "api_calls": 0, + "input_tokens": 23865, + "cached_input_tokens": 22912, + "output_tokens": 102, + "total_tokens": 23967, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3776, + "estimated_output_tokens": 98, + "estimated_total_tokens": 3874, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10172.56, + "sql_execution_elapsed_ms_total": 355.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_32cf6edb12f01438\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dd23faa36a0e088ed5e4a5394e0d454147dc5bbc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:12:50.608364+00:00", + "ended_at": "2026-05-04T07:13:00.782150+00:00", + "elapsed_ms": 10172.56, + "prompt_metrics": { + "chars": 11799, + "bytes_utf8": 11799, + "lines": 396, + "estimated_tokens": 3776 + }, + "stdout_metrics": { + "chars": 675, + "bytes_utf8": 675, + "lines": 4, + "estimated_tokens": 209 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13160 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 346, + "bytes_utf8": 346, + "lines": 1, + "estimated_tokens": 98 + }, + "usage": { + "input_tokens": 23865, + "cached_input_tokens": 22912, + "output_tokens": 102 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b4fd1689dab3b8fff767537bddeeddf66823063 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_3.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "bin_3", + "entity_col": "nom_7", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b9db3f5313727c8832da772845c769e56868c02 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d5-2431-76a2-81f0-35b4f63f8cef"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bin_3\\\", COUNT(DISTINCT \\\"nom_7\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Used the provided template with fixed bindings group_col=\\\"bin_3\\\", entity_col=\\\"nom_7\\\", and top_k=10 on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23865,"cached_input_tokens":22912,"output_tokens":102}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8df704672ef71a5113360fe8570ca49bc12ef06b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bin_3\", COUNT(DISTINCT \"nom_7\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_3\"\nORDER BY distinct_entities DESC\nLIMIT 10;","notes":"Used the provided template with fixed bindings group_col=\"bin_3\", entity_col=\"nom_7\", and top_k=10 on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6f969785b18d65ecedb01429190db4cc7ccc925 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:12:50.825481Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:12:53.241170Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:13:00.019056Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..57a117f63520c033652041022e27c2b7166e2205 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_3. +Result preview: [{"bin_3": "F", "distinct_entities": 1219}, {"bin_3": "T", "distinct_entities": 1217}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ae168d013d316cf3f6dbabb5cbf1ac2b5f9c9de7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c14_32cf6edb12f01438 +-- problem_id: v2p_c14_3e994522645ae227 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", COUNT(DISTINCT "nom_7") AS distinct_entities +FROM "c14" +GROUP BY "bin_3" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..edcdbe4f12b773b5f1b47073bac96fa5eddf8c22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bin_3\", COUNT(DISTINCT \"nom_7\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_3\"\nORDER BY distinct_entities DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bin_3\\\", COUNT(DISTINCT \\\"nom_7\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\", \"columns\": [\"bin_3\", \"distinct_entities\"], \"rows\": [{\"bin_3\": \"F\", \"distinct_entities\": 1219}, {\"bin_3\": \"T\", \"distinct_entities\": 1217}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 355.05}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..52d83e82a61e36d23e837a78c031025d8c91afeb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:12:50.551149+00:00", + "ended_at": "2026-05-04T07:13:01.175936+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_32cf6edb12f01438", + "problem_id": "v2p_c14_3e994522645ae227", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_3.", + "bindings": { + "group_col": "bin_3", + "entity_col": "nom_7", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=75" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_32cf6edb12f01438.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_32cf6edb12f01438", + "api_calls": 0, + "input_tokens": 23865, + "cached_input_tokens": 22912, + "output_tokens": 102, + "total_tokens": 23967, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3776, + "estimated_output_tokens": 98, + "estimated_total_tokens": 3874, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10172.56, + "sql_execution_elapsed_ms_total": 355.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_32cf6edb12f01438\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..081847f4db0b35acb6e230f2920a50e3f3161254 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32cf6edb12f01438/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:13:00.800452+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10172.56, "started_at": "2026-05-04T07:12:50.608364+00:00", "ended_at": "2026-05-04T07:13:00.782150+00:00", "prompt_metrics": {"chars": 11799, "bytes_utf8": 11799, "lines": 396, "estimated_tokens": 3776}, "response_metrics": {"chars": 346, "bytes_utf8": 346, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 23865, "cached_input_tokens": 22912, "output_tokens": 102}, "stderr_preview": "2026-05-04T07:12:50.825481Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:12:53.241170Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_1, group_col_2=bin_4, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_1", + "group_col_2": "bin_4", + "target_col": "target", + "target_value": "1", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32d1a6a63255fffe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32d1a6a63255fffe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..26c75a4f972ce27369e71602603f5ef4457d45c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32d1a6a63255fffe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c4-d901-7733-88e6-0ff35f57a1df"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_1\\\", \\\"bin_4\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\", \\\"bin_4\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=bin_1, group_col_2=bin_4, and target_col=target in SQLite-compatible form.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23943,"cached_input_tokens":23424,"output_tokens":137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32d1a6a63255fffe/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32d1a6a63255fffe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..46ccfa396caded36b6fce91bc436609948e46c46 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32d1a6a63255fffe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_1\", \"bin_4\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_1\", \"bin_4\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=bin_1, group_col_2=bin_4, and target_col=target in SQLite-compatible form."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32d1a6a63255fffe/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32d1a6a63255fffe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9890e41929c16755832e7d70b2daa2eb3801f44d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32d1a6a63255fffe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:55:02.981898Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:55:05.279033Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:55:14.204925Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32d1a6a63255fffe/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32d1a6a63255fffe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8786e11c6a207074ab8b70d125072f95ab72e34e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32d1a6a63255fffe/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_1, group_col_2=bin_4, target_col=target. +Result preview: [{"bin_1": "0", "bin_4": "N", "target_rate": 0.35826634911183886}, {"bin_1": "0", "bin_4": "Y", "target_rate": 0.3139141304195166}, {"bin_1": "1", "bin_4": "N", "target_rate": 0.2626211668047998}, {"bin_1": "1", "bin_4": "Y", "target_rate": 0.22124271292478317}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32d1a6a63255fffe/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32d1a6a63255fffe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..76f39840f93ee6ab5e31c90b1cd285559145a95d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32d1a6a63255fffe/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_32d1a6a63255fffe +-- problem_id: v2p_c14_042ca0fa023ee04a +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", "bin_4", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_1", "bin_4" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32d1a6a63255fffe/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32d1a6a63255fffe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc987e9b0c684b8a1fc60151904c5705cd20a47e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32d1a6a63255fffe/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_1\", \"bin_4\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_1\", \"bin_4\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_1\\\", \\\"bin_4\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\", \\\"bin_4\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"bin_1\", \"bin_4\", \"target_rate\"], \"rows\": [{\"bin_1\": \"0\", \"bin_4\": \"N\", \"target_rate\": 0.35826634911183886}, {\"bin_1\": \"0\", \"bin_4\": \"Y\", \"target_rate\": 0.3139141304195166}, {\"bin_1\": \"1\", \"bin_4\": \"N\", \"target_rate\": 0.2626211668047998}, {\"bin_1\": \"1\", \"bin_4\": \"Y\", \"target_rate\": 0.22124271292478317}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 387.57}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32d1a6a63255fffe/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32d1a6a63255fffe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..774bbb8f74fa26c90053d41e7409b353be7eeeb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32d1a6a63255fffe/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:55:02.681904+00:00", + "ended_at": "2026-05-04T06:55:15.921656+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_32d1a6a63255fffe", + "problem_id": "v2p_c14_042ca0fa023ee04a", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_1, group_col_2=bin_4, target_col=target.", + "bindings": { + "group_col": "bin_1", + "group_col_2": "bin_4", + "target_col": "target", + "target_value": "1", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_32d1a6a63255fffe.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_32d1a6a63255fffe", + "api_calls": 0, + "input_tokens": 23943, + "cached_input_tokens": 23424, + "output_tokens": 137, + "total_tokens": 24080, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3852, + "estimated_output_tokens": 119, + "estimated_total_tokens": 3971, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12772.03, + "sql_execution_elapsed_ms_total": 387.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_32d1a6a63255fffe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32d1a6a63255fffe/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32d1a6a63255fffe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e0463ee90f80601828bc416cb3939dbfd372d79 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32d1a6a63255fffe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:55:15.527636+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12772.03, "started_at": "2026-05-04T06:55:02.736242+00:00", "ended_at": "2026-05-04T06:55:15.508884+00:00", "prompt_metrics": {"chars": 11971, "bytes_utf8": 11971, "lines": 399, "estimated_tokens": 3852}, "response_metrics": {"chars": 399, "bytes_utf8": 399, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 23943, "cached_input_tokens": 23424, "output_tokens": 137}, "stderr_preview": "2026-05-04T06:55:02.981898Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:55:05.279033Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ord_4, condition_col=bin_2.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ord_4", + "condition_col": "bin_2", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32eed765a7dd10b0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32eed765a7dd10b0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..868f73a4855cb3fef3b1d2366127b3fd6a3c8c15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32eed765a7dd10b0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c9-1952-75b1-9532-298f785bf850"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_4\\\",\\n AVG(CASE WHEN \\\"bin_2\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col bound to \\\"ord_4\\\" and condition_col bound to \\\"bin_2\\\", using condition_value '1' as specified.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23905,"cached_input_tokens":19840,"output_tokens":124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32eed765a7dd10b0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32eed765a7dd10b0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7269a818f81704200b27bfc4859182970185898a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32eed765a7dd10b0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_4\",\n AVG(CASE WHEN \"bin_2\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_4\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col bound to \"ord_4\" and condition_col bound to \"bin_2\", using condition_value '1' as specified."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32eed765a7dd10b0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32eed765a7dd10b0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d125ab8f0607a9c5345edafed63c1bc1083e90c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32eed765a7dd10b0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:59:41.627806Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:59:43.992029Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:59:51.316647Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32eed765a7dd10b0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32eed765a7dd10b0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..044991d16692ca59fd1effe525cd11d0fbfb19c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32eed765a7dd10b0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ord_4, condition_col=bin_2. +Result preview: [{"ord_4": "D", "condition_rate": 0.4031202818319074}, {"ord_4": "F", "condition_rate": 0.39361611333959207}, {"ord_4": "T", "condition_rate": 0.3931786216596343}, {"ord_4": "X", "condition_rate": 0.3897012078830261}, {"ord_4": "O", "condition_rate": 0.3891363947909527}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32eed765a7dd10b0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32eed765a7dd10b0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..87d748e2441af85a2c5a2eb5da61458755e61280 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32eed765a7dd10b0/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_32eed765a7dd10b0 +-- problem_id: v2p_c14_757a3541fd37fdb5 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", + AVG(CASE WHEN "bin_2" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_4" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32eed765a7dd10b0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32eed765a7dd10b0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3986c0f5bf4e6f8aa540bc0f4296f9e2a9909f63 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32eed765a7dd10b0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_4\",\n AVG(CASE WHEN \"bin_2\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_4\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_4\\\",\\n AVG(CASE WHEN \\\"bin_2\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"ord_4\", \"condition_rate\"], \"rows\": [{\"ord_4\": \"D\", \"condition_rate\": 0.4031202818319074}, {\"ord_4\": \"F\", \"condition_rate\": 0.39361611333959207}, {\"ord_4\": \"T\", \"condition_rate\": 0.3931786216596343}, {\"ord_4\": \"X\", \"condition_rate\": 0.3897012078830261}, {\"ord_4\": \"O\", \"condition_rate\": 0.3891363947909527}, {\"ord_4\": \"G\", \"condition_rate\": 0.38589343351500077}, {\"ord_4\": \"H\", \"condition_rate\": 0.38578042847053284}, {\"ord_4\": \"J\", \"condition_rate\": 0.3849200186364342}, {\"ord_4\": \"Q\", \"condition_rate\": 0.3844270015698587}, {\"ord_4\": \"A\", \"condition_rate\": 0.38421513856939427}, {\"ord_4\": \"V\", \"condition_rate\": 0.38393551580287066}, {\"ord_4\": \"I\", \"condition_rate\": 0.3836383501775471}, {\"ord_4\": \"W\", \"condition_rate\": 0.38284223116233557}, {\"ord_4\": \"Y\", \"condition_rate\": 0.3828032979976443}, {\"ord_4\": \"L\", \"condition_rate\": 0.38246092520717506}, {\"ord_4\": \"U\", \"condition_rate\": 0.3823091976516634}, {\"ord_4\": \"Z\", \"condition_rate\": 0.3821669477234401}, {\"ord_4\": \"N\", \"condition_rate\": 0.38134810710988}, {\"ord_4\": \"R\", \"condition_rate\": 0.3810480297749158}, {\"ord_4\": \"K\", \"condition_rate\": 0.3809361817934413}, {\"ord_4\": \"E\", \"condition_rate\": 0.37804122799256834}, {\"ord_4\": \"M\", \"condition_rate\": 0.37735849056603776}, {\"ord_4\": \"B\", \"condition_rate\": 0.3768844221105528}, {\"ord_4\": \"S\", \"condition_rate\": 0.37637086092715233}, {\"ord_4\": \"C\", \"condition_rate\": 0.36979020979020977}, {\"ord_4\": \"P\", \"condition_rate\": 0.3694212944933406}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 268.93}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32eed765a7dd10b0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32eed765a7dd10b0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eb93242d81c8a5543fc0989cefd95ed06fa54714 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32eed765a7dd10b0/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:59:41.317080+00:00", + "ended_at": "2026-05-04T06:59:52.628494+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_32eed765a7dd10b0", + "problem_id": "v2p_c14_757a3541fd37fdb5", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ord_4, condition_col=bin_2.", + "bindings": { + "group_col": "ord_4", + "condition_col": "bin_2", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=32" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_32eed765a7dd10b0.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_32eed765a7dd10b0", + "api_calls": 0, + "input_tokens": 23905, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 24029, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3814, + "estimated_output_tokens": 108, + "estimated_total_tokens": 3922, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10945.31, + "sql_execution_elapsed_ms_total": 268.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_32eed765a7dd10b0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32eed765a7dd10b0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32eed765a7dd10b0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6f38d4533a6b5730b8161a285020127488526149 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_32eed765a7dd10b0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:59:52.345161+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10945.31, "started_at": "2026-05-04T06:59:41.376860+00:00", "ended_at": "2026-05-04T06:59:52.324257+00:00", "prompt_metrics": {"chars": 11934, "bytes_utf8": 11934, "lines": 399, "estimated_tokens": 3814}, "response_metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 23905, "cached_input_tokens": 19840, "output_tokens": 124}, "stderr_preview": "2026-05-04T06:59:41.627806Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:59:43.992029Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_1, group_col_2=bin_2, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_1", + "group_col_2": "bin_2", + "target_col": "target", + "target_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_331ea1c1cd51fde3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_331ea1c1cd51fde3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1eea8840364308a002a0babd89674f1646355a93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_331ea1c1cd51fde3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c4-0fee-7581-b170-3256add1b954"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_1\\\", \\\"bin_2\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\", \\\"bin_2\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=bin_1, group_col_2=bin_2, and target_col=target.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23943,"cached_input_tokens":22912,"output_tokens":131}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_331ea1c1cd51fde3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_331ea1c1cd51fde3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3db700b59a090add6652ab4b24f520753803b13 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_331ea1c1cd51fde3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_1\", \"bin_2\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_1\", \"bin_2\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=bin_1, group_col_2=bin_2, and target_col=target."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_331ea1c1cd51fde3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_331ea1c1cd51fde3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba74f53ea78852f842472a4cf80aa08c4c3053b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_331ea1c1cd51fde3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:54:11.499059Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:54:14.107602Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:54:21.224184Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_331ea1c1cd51fde3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_331ea1c1cd51fde3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..21c6507d4755d47f403a5819fcc2c625093424dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_331ea1c1cd51fde3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_1, group_col_2=bin_2, target_col=target. +Result preview: [{"bin_1": "0", "bin_2": "1", "target_rate": 0.33762170491956384}, {"bin_1": "0", "bin_2": "0", "target_rate": 0.32516016307513107}, {"bin_1": "1", "bin_2": "1", "target_rate": 0.24050632911392406}, {"bin_1": "1", "bin_2": "0", "target_rate": 0.23348645984100014}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_331ea1c1cd51fde3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_331ea1c1cd51fde3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0cf090dd92ececad7551e1389fe8d09f771f8fee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_331ea1c1cd51fde3/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_331ea1c1cd51fde3 +-- problem_id: v2p_c14_9bdaa8ac456009c2 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", "bin_2", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_1", "bin_2" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_331ea1c1cd51fde3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_331ea1c1cd51fde3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c47e7e20035fe17a5ca6e2d6c341d86d5c5c2fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_331ea1c1cd51fde3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_1\", \"bin_2\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_1\", \"bin_2\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_1\\\", \\\"bin_2\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\", \\\"bin_2\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"bin_1\", \"bin_2\", \"target_rate\"], \"rows\": [{\"bin_1\": \"0\", \"bin_2\": \"1\", \"target_rate\": 0.33762170491956384}, {\"bin_1\": \"0\", \"bin_2\": \"0\", \"target_rate\": 0.32516016307513107}, {\"bin_1\": \"1\", \"bin_2\": \"1\", \"target_rate\": 0.24050632911392406}, {\"bin_1\": \"1\", \"bin_2\": \"0\", \"target_rate\": 0.23348645984100014}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 398.23}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_331ea1c1cd51fde3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_331ea1c1cd51fde3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2c87fed8053fe3906b025181d9753e5d9d4aeba0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_331ea1c1cd51fde3/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:54:11.246834+00:00", + "ended_at": "2026-05-04T06:54:22.442215+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_331ea1c1cd51fde3", + "problem_id": "v2p_c14_9bdaa8ac456009c2", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_1, group_col_2=bin_2, target_col=target.", + "bindings": { + "group_col": "bin_1", + "group_col_2": "bin_2", + "target_col": "target", + "target_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_331ea1c1cd51fde3.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_331ea1c1cd51fde3", + "api_calls": 0, + "input_tokens": 23943, + "cached_input_tokens": 22912, + "output_tokens": 131, + "total_tokens": 24074, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3852, + "estimated_output_tokens": 115, + "estimated_total_tokens": 3967, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10709.52, + "sql_execution_elapsed_ms_total": 398.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_331ea1c1cd51fde3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_331ea1c1cd51fde3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_331ea1c1cd51fde3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79eca9f1ff5883322ae3596bf7c2a3b8ef81e22e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_331ea1c1cd51fde3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:54:22.036497+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10709.52, "started_at": "2026-05-04T06:54:11.306936+00:00", "ended_at": "2026-05-04T06:54:22.014411+00:00", "prompt_metrics": {"chars": 11971, "bytes_utf8": 11971, "lines": 399, "estimated_tokens": 3852}, "response_metrics": {"chars": 373, "bytes_utf8": 373, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 23943, "cached_input_tokens": 22912, "output_tokens": 131}, "stderr_preview": "2026-05-04T06:54:11.499059Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:54:14.107602Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=bin_4, measure_col=id, condition_col=ord_0.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "bin_4", + "measure_col": "id", + "condition_col": "ord_0", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..49dc6ca1c087e31a2e28779b6fdaaace042dbb31 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cb-eb8e-7b23-98b8-263b2e8a28bf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"bin_4\\\",\\n CAST(\\\"id\\\" AS INTEGER) AS \\\"id_num\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_0\\\" = '1'\\n AND \\\"id\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"bin_4\\\",\\n \\\"id_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"bin_4\\\" ORDER BY \\\"id_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"bin_4\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"bin_4\\\",\\n MAX(\\\"id_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST(0.95 * \\\"cnt\\\" AS INTEGER)\\nGROUP BY \\\"bin_4\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Repaired the planned quantile template for SQLite by approximating the 95th percentile with window functions, since SQLite does not support PERCENTILE_CONT. Used \\\"bin_4\\\" as group_col, CAST(\\\"id\\\" AS INTEGER) as measure_col, and filtered on \\\"ord_0\\\" = '1'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23954,"cached_input_tokens":23424,"output_tokens":372}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1296ddffc48b73be9b73c2ff5d36ad5ae36bfc1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"bin_4\",\n CAST(\"id\" AS INTEGER) AS \"id_num\"\n FROM \"c14\"\n WHERE \"ord_0\" = '1'\n AND \"id\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"bin_4\",\n \"id_num\",\n ROW_NUMBER() OVER (PARTITION BY \"bin_4\" ORDER BY \"id_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"bin_4\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"bin_4\",\n MAX(\"id_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST(0.95 * \"cnt\" AS INTEGER)\nGROUP BY \"bin_4\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Repaired the planned quantile template for SQLite by approximating the 95th percentile with window functions, since SQLite does not support PERCENTILE_CONT. Used \"bin_4\" as group_col, CAST(\"id\" AS INTEGER) as measure_col, and filtered on \"ord_0\" = '1'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54d4eda2434b296e165cdc4da44a23418e0f5b52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:02:46.487383Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:02:48.894496Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:03:04.570151Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..85651ddfce741b17199b522f1c9adcdf4ccd1343 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=bin_4, measure_col=id, condition_col=ord_0. +Result preview: [{"bin_4": "Y", "conditional_percentile": 299998}, {"bin_4": "N", "conditional_percentile": 299995}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..61192610d8fd82565ae1976f61dcdda0ca1de751 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_333a8d6147a74e08 +-- problem_id: v2p_c14_5519069b2bae98c8 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "bin_4", + CAST("id" AS INTEGER) AS "id_num" + FROM "c14" + WHERE "ord_0" = '1' + AND "id" IS NOT NULL +), "ranked" AS ( + SELECT + "bin_4", + "id_num", + ROW_NUMBER() OVER (PARTITION BY "bin_4" ORDER BY "id_num") AS "rn", + COUNT(*) OVER (PARTITION BY "bin_4") AS "cnt" + FROM "filtered" +) +SELECT + "bin_4", + MAX("id_num") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST(0.95 * "cnt" AS INTEGER) +GROUP BY "bin_4" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..21787ba04b1e214f49c19ffa44ced3880455878b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"bin_4\",\n CAST(\"id\" AS INTEGER) AS \"id_num\"\n FROM \"c14\"\n WHERE \"ord_0\" = '1'\n AND \"id\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"bin_4\",\n \"id_num\",\n ROW_NUMBER() OVER (PARTITION BY \"bin_4\" ORDER BY \"id_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"bin_4\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"bin_4\",\n MAX(\"id_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST(0.95 * \"cnt\" AS INTEGER)\nGROUP BY \"bin_4\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"bin_4\\\",\\n CAST(\\\"id\\\" AS INTEGER) AS \\\"id_num\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_0\\\" = '1'\\n AND \\\"id\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"bin_4\\\",\\n \\\"id_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"bin_4\\\" ORDER BY \\\"id_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"bin_4\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"bin_4\\\",\\n MAX(\\\"id_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST(0.95 * \\\"cnt\\\" AS INTEGER)\\nGROUP BY \\\"bin_4\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"bin_4\", \"conditional_percentile\"], \"rows\": [{\"bin_4\": \"Y\", \"conditional_percentile\": 299998}, {\"bin_4\": \"N\", \"conditional_percentile\": 299995}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 726.52}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a469124f398210826b81e868fcc0ed0e57e23ebf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:02:46.157325+00:00", + "ended_at": "2026-05-04T07:03:05.896249+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_333a8d6147a74e08", + "problem_id": "v2p_c14_5519069b2bae98c8", + "dataset_id": "c14", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=bin_4, measure_col=id, condition_col=ord_0.", + "bindings": { + "group_col": "bin_4", + "measure_col": "id", + "condition_col": "ord_0", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_333a8d6147a74e08.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_333a8d6147a74e08", + "api_calls": 0, + "input_tokens": 23954, + "cached_input_tokens": 23424, + "output_tokens": 372, + "total_tokens": 24326, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 280, + "estimated_total_tokens": 4143, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18922.31, + "sql_execution_elapsed_ms_total": 726.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_333a8d6147a74e08\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92a47799919669b40b112e233bfb977cf1c2a3af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:03:05.160628+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18922.31, "started_at": "2026-05-04T07:02:46.220302+00:00", "ended_at": "2026-05-04T07:03:05.142288+00:00", "prompt_metrics": {"chars": 12174, "bytes_utf8": 12174, "lines": 401, "estimated_tokens": 3863}, "response_metrics": {"chars": 909, "bytes_utf8": 909, "lines": 1, "estimated_tokens": 280}, "usage": {"input_tokens": 23954, "cached_input_tokens": 23424, "output_tokens": 372}, "stderr_preview": "2026-05-04T07:02:46.487383Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:02:48.894496Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(0.95 * \\\"cnt\\\" AS INTEGER)\\nGROUP BY \\\"bin_4\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Repaired the planned quantile template for SQLite by approximating the 95th percentile with window functions, since SQLite does not support PERCENTILE_CONT. Used \\\"bin_4\\\" as group_col, CAST(\\\"id\\\" AS INTEGER) as measure_col, and filtered on \\\"ord_0\\\" = '1'.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c7d313fd712deb478895a90fc8ca825b099d39d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_333a8d6147a74e08/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_333a8d6147a74e08", + "api_calls": 0, + "input_tokens": 23954, + "cached_input_tokens": 23424, + "output_tokens": 372, + "total_tokens": 24326, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 280, + "estimated_total_tokens": 4143, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18922.31, + "sql_execution_elapsed_ms_total": 726.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_333a8d6147a74e08\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a23f22b05d606dcd3d2f5f59e9acc38da80ea956 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11949, "bytes_utf8": 11949, "lines": 399, "estimated_tokens": 3818}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 23909, "cached_input_tokens": 22912, "output_tokens": 135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c4404e871eca8ea4fdffb1f9ef80d4c187281232 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_3371856ee67b6482", + "api_calls": 0, + "input_tokens": 23909, + "cached_input_tokens": 22912, + "output_tokens": 135, + "total_tokens": 24044, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3818, + "estimated_output_tokens": 119, + "estimated_total_tokens": 3937, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11285.04, + "sql_execution_elapsed_ms_total": 313.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_3371856ee67b6482\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0fc7310e464adf63670caea1ba2a25ab41bec0e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:56:20.224055+00:00", + "ended_at": "2026-05-04T06:56:31.509545+00:00", + "elapsed_ms": 11285.04, + "prompt_metrics": { + "chars": 11949, + "bytes_utf8": 11949, + "lines": 399, + "estimated_tokens": 3818 + }, + "stdout_metrics": { + "chars": 770, + "bytes_utf8": 770, + "lines": 4, + "estimated_tokens": 226 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13265 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 445, + "bytes_utf8": 445, + "lines": 1, + "estimated_tokens": 119 + }, + "usage": { + "input_tokens": 23909, + "cached_input_tokens": 22912, + "output_tokens": 135 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b66c5e6fdae1ac00f0d59444c45612b070fb33e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_1, condition_col=nom_4.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "nom_1", + "condition_col": "nom_4", + "condition_value": "Oboe", + "positive_value": "Oboe", + "negative_value": "Bassoon", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..47ffce8dc2769c9f5e27c097f8be307e750e2710 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c6-07ab-7f02-a4d9-cc6192c18329"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_1\\\",\\n AVG(CASE WHEN \\\"nom_4\\\" = 'Oboe' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"nom_1\\\" and condition_col=\\\"nom_4\\\", fixing condition_value to 'Oboe' per bindings. Query is SQLite-compatible and limited to the single provided table.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23909,"cached_input_tokens":22912,"output_tokens":135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2fccdef89642c81539265a5917c66b9d3e024a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_1\",\n AVG(CASE WHEN \"nom_4\" = 'Oboe' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"nom_1\" and condition_col=\"nom_4\", fixing condition_value to 'Oboe' per bindings. Query is SQLite-compatible and limited to the single provided table."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb3a47446567538a6b757755be3f31225ebb64b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:56:20.460022Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:56:22.981106Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:56:31.070531Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ef2e950e3e0f375ef2e0c403304587452f6548e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_1, condition_col=nom_4. +Result preview: [{"nom_1": "Polygon", "condition_rate": 0.31278532495918987}, {"nom_1": "Square", "condition_rate": 0.31118817670423615}, {"nom_1": "Star", "condition_rate": 0.3080777274311607}, {"nom_1": "Circle", "condition_rate": 0.30744908896034295}, {"nom_1": "Trapezoid", "condition_rate": 0.3059467686621006}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6c1a9ca4d25d34677105d52a437542424bf97273 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_3371856ee67b6482 +-- problem_id: v2p_c14_2758180a8963295d +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", + AVG(CASE WHEN "nom_4" = 'Oboe' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_1" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c580ae84ab55041249ea399f1c154b6acfac1118 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_1\",\n AVG(CASE WHEN \"nom_4\" = 'Oboe' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_1\\\",\\n AVG(CASE WHEN \\\"nom_4\\\" = 'Oboe' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"nom_1\", \"condition_rate\"], \"rows\": [{\"nom_1\": \"Polygon\", \"condition_rate\": 0.31278532495918987}, {\"nom_1\": \"Square\", \"condition_rate\": 0.31118817670423615}, {\"nom_1\": \"Star\", \"condition_rate\": 0.3080777274311607}, {\"nom_1\": \"Circle\", \"condition_rate\": 0.30744908896034295}, {\"nom_1\": \"Trapezoid\", \"condition_rate\": 0.3059467686621006}, {\"nom_1\": \"Triangle\", \"condition_rate\": 0.30085412828671915}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 313.58}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1dbb657ca73df3b00e429104ce5170fe7dbf3b70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:56:20.172870+00:00", + "ended_at": "2026-05-04T06:56:31.852179+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_3371856ee67b6482", + "problem_id": "v2p_c14_2758180a8963295d", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_1, condition_col=nom_4.", + "bindings": { + "group_col": "nom_1", + "condition_col": "nom_4", + "condition_value": "Oboe", + "positive_value": "Oboe", + "negative_value": "Bassoon", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_3371856ee67b6482.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_3371856ee67b6482", + "api_calls": 0, + "input_tokens": 23909, + "cached_input_tokens": 22912, + "output_tokens": 135, + "total_tokens": 24044, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3818, + "estimated_output_tokens": 119, + "estimated_total_tokens": 3937, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11285.04, + "sql_execution_elapsed_ms_total": 313.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_3371856ee67b6482\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b7464155262f8105f130df4d291d72e987b9a48c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3371856ee67b6482/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:56:31.530903+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11285.04, "started_at": "2026-05-04T06:56:20.224055+00:00", "ended_at": "2026-05-04T06:56:31.509545+00:00", "prompt_metrics": {"chars": 11949, "bytes_utf8": 11949, "lines": 399, "estimated_tokens": 3818}, "response_metrics": {"chars": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 23909, "cached_input_tokens": 22912, "output_tokens": 135}, "stderr_preview": "2026-05-04T06:56:20.460022Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:56:22.981106Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_0, measure_col=day.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "bin_0", + "measure_col": "day", + "entity_col": "nom_6", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3433f96fa36fda03/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3433f96fa36fda03/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d25412d335ce2ef3f0687f0175a02c1ca98c9f69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3433f96fa36fda03/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d9-0d80-7b13-8512-ae674c7b75f4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_0\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_6\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the required Grouped Summary Top-k template with group_col=\\\"bin_0\\\", measure_col=\\\"day\\\", entity_col=\\\"nom_6\\\", and top_k=15. Cast \\\"day\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":22912,"output_tokens":150}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3433f96fa36fda03/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3433f96fa36fda03/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f72ddf0345a1a260f791ac6b0ac63c78d877e486 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3433f96fa36fda03/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_0\",\n COUNT(*) AS support,\n AVG(CAST(\"day\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_6\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_0\"\nORDER BY support DESC\nLIMIT 15;","notes":"Used the required Grouped Summary Top-k template with group_col=\"bin_0\", measure_col=\"day\", entity_col=\"nom_6\", and top_k=15. Cast \"day\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3433f96fa36fda03/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3433f96fa36fda03/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38a0cd59423f4a3b2a34199f73226a7e4f098d96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3433f96fa36fda03/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:17:07.152986Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:17:10.147256Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:17:17.960525Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3433f96fa36fda03/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3433f96fa36fda03/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6a623b6b21a6667030ee6e697fb63c1ab7957a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3433f96fa36fda03/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_0, measure_col=day. +Result preview: [{"bin_0": "0", "support": 261749, "avg_measure": 3.0057727059129165, "distinct_entities": 522}, {"bin_0": "1", "support": 38251, "avg_measure": 3.0218033515463647, "distinct_entities": 521}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3433f96fa36fda03/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3433f96fa36fda03/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..57dfffdaf66d8296780c14ee61ef430c064ba124 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3433f96fa36fda03/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_3433f96fa36fda03 +-- problem_id: v2p_c14_8a346f977e0d8522 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", + COUNT(*) AS support, + AVG(CAST("day" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_6") AS distinct_entities +FROM "c14" +GROUP BY "bin_0" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3433f96fa36fda03/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3433f96fa36fda03/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..654a08005b957744e8f4a8ebc662526d722b416f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3433f96fa36fda03/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_0\",\n COUNT(*) AS support,\n AVG(CAST(\"day\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_6\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_0\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_0\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_6\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"bin_0\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"bin_0\": \"0\", \"support\": 261749, \"avg_measure\": 3.0057727059129165, \"distinct_entities\": 522}, {\"bin_0\": \"1\", \"support\": 38251, \"avg_measure\": 3.0218033515463647, \"distinct_entities\": 521}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 347.31}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3433f96fa36fda03/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3433f96fa36fda03/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..26c127b3c4b63bb0634b2aaf7f77824d8ddc8d19 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3433f96fa36fda03/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:17:06.828105+00:00", + "ended_at": "2026-05-04T07:17:19.366016+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_3433f96fa36fda03", + "problem_id": "v2p_c14_8a346f977e0d8522", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_0, measure_col=day.", + "bindings": { + "group_col": "bin_0", + "measure_col": "day", + "entity_col": "nom_6", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_3433f96fa36fda03.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_3433f96fa36fda03", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 150, + "total_tokens": 24064, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 134, + "estimated_total_tokens": 3959, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12096.53, + "sql_execution_elapsed_ms_total": 347.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_3433f96fa36fda03\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3433f96fa36fda03/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3433f96fa36fda03/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9d44c563f35c8f98db90076f3969a3abe952635 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3433f96fa36fda03/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:17:19.000384+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12096.53, "started_at": "2026-05-04T07:17:06.884574+00:00", "ended_at": "2026-05-04T07:17:18.980594+00:00", "prompt_metrics": {"chars": 11969, "bytes_utf8": 11969, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 482, "bytes_utf8": 482, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 150}, "stderr_preview": "2026-05-04T07:17:07.152986Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:17:10.147256Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_1, group_col_2=bin_3, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_1", + "group_col_2": "bin_3", + "target_col": "target", + "target_value": "0", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_34554c6b1a13e5eb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_34554c6b1a13e5eb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..00013b2ced24a4bace4036953b6c23b2fd95561e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_34554c6b1a13e5eb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c4-aa3c-7932-9199-8997b68e2160"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_1\\\", \\\"bin_3\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\", \\\"bin_3\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=bin_1, group_col_2=bin_3, target_col=target, and target_value='0'. All identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23943,"cached_input_tokens":19840,"output_tokens":159}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_34554c6b1a13e5eb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_34554c6b1a13e5eb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60222cf2695a1589f918770beafb5a795ce8ee18 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_34554c6b1a13e5eb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_1\", \"bin_3\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_1\", \"bin_3\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=bin_1, group_col_2=bin_3, target_col=target, and target_value='0'. All identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_34554c6b1a13e5eb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_34554c6b1a13e5eb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4d7d3d756f3cb2516525fd6d1e89ae0cc3f1492 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_34554c6b1a13e5eb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:54:50.995556Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:54:53.507794Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:55:01.592084Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_34554c6b1a13e5eb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_34554c6b1a13e5eb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1accb9bfbd897af227ad9f9ecceebf3a0335f91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_34554c6b1a13e5eb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_1, group_col_2=bin_3, target_col=target. +Result preview: [{"bin_1": "1", "bin_3": "F", "target_rate": 0.7639748253976685}, {"bin_1": "1", "bin_3": "T", "target_rate": 0.7637126509853782}, {"bin_1": "0", "bin_3": "T", "target_rate": 0.6746519569214605}, {"bin_1": "0", "bin_3": "F", "target_rate": 0.6652268215572384}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_34554c6b1a13e5eb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_34554c6b1a13e5eb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cd0213d54c2072d7195017a692e7c78bd2cd56d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_34554c6b1a13e5eb/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_34554c6b1a13e5eb +-- problem_id: v2p_c14_7f0727696f5663b1 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", "bin_3", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_1", "bin_3" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_34554c6b1a13e5eb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_34554c6b1a13e5eb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f031f68245d7df255b5ac8f9b4fa1314d94dd5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_34554c6b1a13e5eb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_1\", \"bin_3\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_1\", \"bin_3\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_1\\\", \\\"bin_3\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\", \\\"bin_3\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bin_1\", \"bin_3\", \"target_rate\"], \"rows\": [{\"bin_1\": \"1\", \"bin_3\": \"F\", \"target_rate\": 0.7639748253976685}, {\"bin_1\": \"1\", \"bin_3\": \"T\", \"target_rate\": 0.7637126509853782}, {\"bin_1\": \"0\", \"bin_3\": \"T\", \"target_rate\": 0.6746519569214605}, {\"bin_1\": \"0\", \"bin_3\": \"F\", \"target_rate\": 0.6652268215572384}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 402.45}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_34554c6b1a13e5eb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_34554c6b1a13e5eb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ab8f7dcad510c8a416477975d10339965410b9e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_34554c6b1a13e5eb/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:54:50.755361+00:00", + "ended_at": "2026-05-04T06:55:02.678836+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_34554c6b1a13e5eb", + "problem_id": "v2p_c14_7f0727696f5663b1", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_1, group_col_2=bin_3, target_col=target.", + "bindings": { + "group_col": "bin_1", + "group_col_2": "bin_3", + "target_col": "target", + "target_value": "0", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_34554c6b1a13e5eb.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_34554c6b1a13e5eb", + "api_calls": 0, + "input_tokens": 23943, + "cached_input_tokens": 19840, + "output_tokens": 159, + "total_tokens": 24102, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3852, + "estimated_output_tokens": 137, + "estimated_total_tokens": 3989, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11430.48, + "sql_execution_elapsed_ms_total": 402.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_34554c6b1a13e5eb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_34554c6b1a13e5eb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_34554c6b1a13e5eb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..37294be9ea3a2d2cacec98fe400202885d4e2650 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_34554c6b1a13e5eb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:55:02.264379+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11430.48, "started_at": "2026-05-04T06:54:50.806170+00:00", "ended_at": "2026-05-04T06:55:02.247463+00:00", "prompt_metrics": {"chars": 11982, "bytes_utf8": 11982, "lines": 399, "estimated_tokens": 3852}, "response_metrics": {"chars": 469, "bytes_utf8": 469, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 23943, "cached_input_tokens": 19840, "output_tokens": 159}, "stderr_preview": "2026-05-04T06:54:50.995556Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:54:53.507794Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_3, condition_col=ord_1.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "nom_3", + "condition_col": "ord_1", + "condition_value": "Contributor", + "positive_value": "Grandmaster", + "negative_value": "Contributor", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3586dfc6ebdc064b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3586dfc6ebdc064b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..300df4c21fdb3ed4259a1b401b473a4a69727ffb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3586dfc6ebdc064b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c6-e7d0-78a3-9324-c5d265123480"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_3\\\",\\n AVG(CASE WHEN \\\"ord_1\\\" = 'Contributor' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"nom_3\\\" and condition_col=\\\"ord_1\\\", fixing condition_value to 'Contributor' as bound in the problem instance.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23905,"cached_input_tokens":3456,"output_tokens":125}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3586dfc6ebdc064b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3586dfc6ebdc064b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6754d7aab75593e353552c9fadd91c704bd028b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3586dfc6ebdc064b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_3\",\n AVG(CASE WHEN \"ord_1\" = 'Contributor' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_3\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"nom_3\" and condition_col=\"ord_1\", fixing condition_value to 'Contributor' as bound in the problem instance."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3586dfc6ebdc064b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3586dfc6ebdc064b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c773bb4b65e8b581cd887f8b15c6cd078290bcf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3586dfc6ebdc064b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:57:17.837180Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:57:20.433051Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:57:29.029860Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3586dfc6ebdc064b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3586dfc6ebdc064b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..06006724eb95f4d58e20dcdcd7321daddea889a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3586dfc6ebdc064b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_3, condition_col=ord_1. +Result preview: [{"nom_3": "India", "condition_rate": 0.14526575854700854}, {"nom_3": "Canada", "condition_rate": 0.14464174891393566}, {"nom_3": "China", "condition_rate": 0.14407957605768396}, {"nom_3": "Finland", "condition_rate": 0.14341400032483353}, {"nom_3": "Russia", "condition_rate": 0.14136249913471713}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3586dfc6ebdc064b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3586dfc6ebdc064b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..61907b9d8c4768df1b6ab6414918abcaa4ee7d95 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3586dfc6ebdc064b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_3586dfc6ebdc064b +-- problem_id: v2p_c14_7b6ad0195f8580b8 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_3", + AVG(CASE WHEN "ord_1" = 'Contributor' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_3" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3586dfc6ebdc064b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3586dfc6ebdc064b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cde2125b230a99cf8e1bbe802396e66b8b7f3b2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3586dfc6ebdc064b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_3\",\n AVG(CASE WHEN \"ord_1\" = 'Contributor' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_3\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_3\\\",\\n AVG(CASE WHEN \\\"ord_1\\\" = 'Contributor' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"nom_3\", \"condition_rate\"], \"rows\": [{\"nom_3\": \"India\", \"condition_rate\": 0.14526575854700854}, {\"nom_3\": \"Canada\", \"condition_rate\": 0.14464174891393566}, {\"nom_3\": \"China\", \"condition_rate\": 0.14407957605768396}, {\"nom_3\": \"Finland\", \"condition_rate\": 0.14341400032483353}, {\"nom_3\": \"Russia\", \"condition_rate\": 0.14136249913471713}, {\"nom_3\": \"Costa Rica\", \"condition_rate\": 0.14082471935089474}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 292.06}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3586dfc6ebdc064b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3586dfc6ebdc064b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..616a56380b712b0db7562e0fa4b8871d2889cbf6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3586dfc6ebdc064b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:57:17.516070+00:00", + "ended_at": "2026-05-04T06:57:30.139245+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_3586dfc6ebdc064b", + "problem_id": "v2p_c14_7b6ad0195f8580b8", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_3, condition_col=ord_1.", + "bindings": { + "group_col": "nom_3", + "condition_col": "ord_1", + "condition_value": "Contributor", + "positive_value": "Grandmaster", + "negative_value": "Contributor", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_3586dfc6ebdc064b.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_3586dfc6ebdc064b", + "api_calls": 0, + "input_tokens": 23905, + "cached_input_tokens": 3456, + "output_tokens": 125, + "total_tokens": 24030, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3814, + "estimated_output_tokens": 109, + "estimated_total_tokens": 3923, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12239.42, + "sql_execution_elapsed_ms_total": 292.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_3586dfc6ebdc064b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3586dfc6ebdc064b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3586dfc6ebdc064b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..216a55928ff1132613b948d627792689d187b856 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3586dfc6ebdc064b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:57:29.831451+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12239.42, "started_at": "2026-05-04T06:57:17.573567+00:00", "ended_at": "2026-05-04T06:57:29.812569+00:00", "prompt_metrics": {"chars": 11959, "bytes_utf8": 11959, "lines": 399, "estimated_tokens": 3814}, "response_metrics": {"chars": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 23905, "cached_input_tokens": 3456, "output_tokens": 125}, "stderr_preview": "2026-05-04T06:57:17.837180Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:57:20.433051Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_4.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "ord_4", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36d38c76524cec9b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36d38c76524cec9b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfb270a4048256e1ee94f1ada8e45136c9dfebc4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36d38c76524cec9b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cf-af95-70c1-83d9-35bb22dc9f5f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"ord_4\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the provided Grouped Count by Category template with group_col bound to \\\"ord_4\\\" on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23814,"cached_input_tokens":22912,"output_tokens":93}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36d38c76524cec9b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36d38c76524cec9b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0d7e6a47b35fc4985a637e02ff4be8454fcc0ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36d38c76524cec9b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"ord_4\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"ord_4\"\nORDER BY row_count DESC;","notes":"Applied the provided Grouped Count by Category template with group_col bound to \"ord_4\" on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36d38c76524cec9b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36d38c76524cec9b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b8f19a85e3f27265502d1e0b0226f234914f461 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36d38c76524cec9b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:06:53.284198Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:06:55.672747Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:07:03.008495Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36d38c76524cec9b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36d38c76524cec9b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9716bbd8353a8ea01daebb6bb55b4f3cf3ea4b99 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36d38c76524cec9b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_4. +Result preview: [{"ord_4": "L", "row_count": 19066}, {"ord_4": "G", "row_count": 18899}, {"ord_4": "S", "row_count": 18875}, {"ord_4": "A", "row_count": 18258}, {"ord_4": "R", "row_count": 16927}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36d38c76524cec9b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36d38c76524cec9b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce28c5d9bf085780fcce9e3e1400226c87e3301e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36d38c76524cec9b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_36d38c76524cec9b +-- problem_id: v2p_c14_25f70c7cbf5e2c19 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", COUNT(*) AS row_count +FROM "c14" +GROUP BY "ord_4" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36d38c76524cec9b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36d38c76524cec9b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..24d2414042ef02e2c4755a1a9bca14c0c1ec51b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36d38c76524cec9b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"ord_4\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"ord_4\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"ord_4\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"ord_4\", \"row_count\"], \"rows\": [{\"ord_4\": \"L\", \"row_count\": 19066}, {\"ord_4\": \"G\", \"row_count\": 18899}, {\"ord_4\": \"S\", \"row_count\": 18875}, {\"ord_4\": \"A\", \"row_count\": 18258}, {\"ord_4\": \"R\", \"row_count\": 16927}, {\"ord_4\": \"Q\", \"row_count\": 15925}, {\"ord_4\": \"K\", \"row_count\": 14698}, {\"ord_4\": \"I\", \"row_count\": 14644}, {\"ord_4\": \"Z\", \"row_count\": 14232}, {\"ord_4\": \"T\", \"row_count\": 14220}, {\"ord_4\": \"V\", \"row_count\": 14143}, {\"ord_4\": \"J\", \"row_count\": 12878}, {\"ord_4\": \"P\", \"row_count\": 12839}, {\"ord_4\": \"U\", \"row_count\": 12775}, {\"ord_4\": \"H\", \"row_count\": 12743}, {\"ord_4\": \"F\", \"row_count\": 11717}, {\"ord_4\": \"E\", \"row_count\": 11303}, {\"ord_4\": \"W\", \"row_count\": 9197}, {\"ord_4\": \"Y\", \"row_count\": 8490}, {\"ord_4\": \"X\", \"row_count\": 6292}, {\"ord_4\": \"B\", \"row_count\": 6169}, {\"ord_4\": \"O\", \"row_count\": 5836}, {\"ord_4\": \"D\", \"row_count\": 3974}, {\"ord_4\": \"C\", \"row_count\": 3575}, {\"ord_4\": \"N\", \"row_count\": 2166}, {\"ord_4\": \"M\", \"row_count\": 159}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 223.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36d38c76524cec9b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36d38c76524cec9b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d9ea3e659c51da75c91798ec199cb632039e2e30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36d38c76524cec9b/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:06:52.966164+00:00", + "ended_at": "2026-05-04T07:07:04.190320+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_36d38c76524cec9b", + "problem_id": "v2p_c14_25f70c7cbf5e2c19", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_4.", + "bindings": { + "group_col": "ord_4", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_36d38c76524cec9b.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_36d38c76524cec9b", + "api_calls": 0, + "input_tokens": 23814, + "cached_input_tokens": 22912, + "output_tokens": 93, + "total_tokens": 23907, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3723, + "estimated_output_tokens": 77, + "estimated_total_tokens": 3800, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10903.43, + "sql_execution_elapsed_ms_total": 223.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_36d38c76524cec9b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36d38c76524cec9b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36d38c76524cec9b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..28bc9d15ce7f6c6d30f85760ad2d30e670b28b33 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36d38c76524cec9b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:07:03.947392+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10903.43, "started_at": "2026-05-04T07:06:53.024489+00:00", "ended_at": "2026-05-04T07:07:03.928454+00:00", "prompt_metrics": {"chars": 11598, "bytes_utf8": 11598, "lines": 394, "estimated_tokens": 3723}, "response_metrics": {"chars": 282, "bytes_utf8": 282, "lines": 1, "estimated_tokens": 77}, "usage": {"input_tokens": 23814, "cached_input_tokens": 22912, "output_tokens": 93}, "stderr_preview": "2026-05-04T07:06:53.284198Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:06:55.672747Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=nom_0, measure_col=ord_0, condition_col=ord_1.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "nom_0", + "measure_col": "ord_0", + "condition_col": "ord_1", + "condition_value": "Grandmaster", + "positive_value": "Grandmaster", + "negative_value": "Contributor", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..762c98744a645420bd4b41d3e80c468279b0c6a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,405 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=nom_0, measure_col=ord_0, condition_col=ord_1.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "nom_0", + "measure_col": "ord_0", + "condition_col": "ord_1", + "condition_value": "Grandmaster", + "positive_value": "Grandmaster", + "negative_value": "Contributor", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"nom_0\",\n CAST(\"ord_0\" AS REAL) AS \"ord_0\"\n FROM \"c14\"\n WHERE \"ord_1\" = 'Grandmaster'\n AND \"ord_0\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"nom_0\",\n \"ord_0\",\n ROW_NUMBER() OVER (PARTITION BY \"nom_0\" ORDER BY \"ord_0\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"nom_0\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"nom_0\",\n \"ord_0\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a67770410ac3dd7e54a09180f8881fc1a48f2b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cc-8973-7d20-9809-1474d7031c17"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"nom_0\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"ord_0\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_1\\\" = 'Grandmaster'\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_0\\\",\\n \\\"ord_0\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"nom_0\\\" ORDER BY \\\"ord_0\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"nom_0\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"nom_0\\\",\\n \\\"ord_0\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation with window functions, filtering rows where \\\"ord_1\\\" = 'Grandmaster' and casting \\\"ord_0\\\" to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23960,"cached_input_tokens":22912,"output_tokens":373}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83359fc2fa4d432f17e4525a79180feadf745bf8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"nom_0\",\n CAST(\"ord_0\" AS REAL) AS \"ord_0\"\n FROM \"c14\"\n WHERE \"ord_1\" = 'Grandmaster'\n AND \"ord_0\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"nom_0\",\n \"ord_0\",\n ROW_NUMBER() OVER (PARTITION BY \"nom_0\" ORDER BY \"ord_0\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"nom_0\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"nom_0\",\n \"ord_0\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation with window functions, filtering rows where \"ord_1\" = 'Grandmaster' and casting \"ord_0\" to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cf059c3b981cecd28683876562a547955f06961 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cc-c9f0-74f1-9826-740faf69df55"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"nom_0\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"ord_0\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_1\\\" = 'Grandmaster'\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_0\\\",\\n \\\"ord_0\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"nom_0\\\" ORDER BY \\\"ord_0\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"nom_0\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"nom_0\\\",\\n \\\"ord_0\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = (\\n CAST((0.9 * \\\"cnt\\\") AS INTEGER) +\\n ((0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INTEGER))\\n)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL() with an equivalent integer expression to compute the 90th-percentile rank per group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":24208,"cached_input_tokens":22912,"output_tokens":454}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..172bcd680616267760b3050325ff924677cb3ebd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"nom_0\",\n CAST(\"ord_0\" AS REAL) AS \"ord_0\"\n FROM \"c14\"\n WHERE \"ord_1\" = 'Grandmaster'\n AND \"ord_0\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"nom_0\",\n \"ord_0\",\n ROW_NUMBER() OVER (PARTITION BY \"nom_0\" ORDER BY \"ord_0\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"nom_0\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"nom_0\",\n \"ord_0\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = (\n CAST((0.9 * \"cnt\") AS INTEGER) +\n ((0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INTEGER))\n)\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported SQLite function CEIL() with an equivalent integer expression to compute the 90th-percentile rank per group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e491156637c0ea5f1d4d21b8352bf63a0c008cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:03:26.960019Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:03:29.612893Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:03:42.716064Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..70a079f92b5c3deb59e13b0aeefc16d610e3c83a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:03:43.496728Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:03:46.011846Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:04:01.164371Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcc8fd5a9f2874927e5ec4edc710cbfb2e58a5c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=nom_0, measure_col=ord_0, condition_col=ord_1. +Result preview: [{"nom_0": "Blue", "conditional_percentile": 3.0}, {"nom_0": "Green", "conditional_percentile": 3.0}, {"nom_0": "Red", "conditional_percentile": 3.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4df92eb81a3dedf568cf8150d93e0a6c63fb2f09 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_36dfa11818cba606 +-- problem_id: v2p_c14_6144ddcf79f6dd8e +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "nom_0", + CAST("ord_0" AS REAL) AS "ord_0" + FROM "c14" + WHERE "ord_1" = 'Grandmaster' + AND "ord_0" IS NOT NULL +), +"ranked" AS ( + SELECT + "nom_0", + "ord_0", + ROW_NUMBER() OVER (PARTITION BY "nom_0" ORDER BY "ord_0") AS "rn", + COUNT(*) OVER (PARTITION BY "nom_0") AS "cnt" + FROM "filtered" +) +SELECT + "nom_0", + "ord_0" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..76a1155de1573edf60efc3a368ebbac9b45d103c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"nom_0\",\n CAST(\"ord_0\" AS REAL) AS \"ord_0\"\n FROM \"c14\"\n WHERE \"ord_1\" = 'Grandmaster'\n AND \"ord_0\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"nom_0\",\n \"ord_0\",\n ROW_NUMBER() OVER (PARTITION BY \"nom_0\" ORDER BY \"ord_0\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"nom_0\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"nom_0\",\n \"ord_0\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = (\n CAST((0.9 * \"cnt\") AS INTEGER) +\n ((0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INTEGER))\n)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"nom_0\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"ord_0\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_1\\\" = 'Grandmaster'\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_0\\\",\\n \\\"ord_0\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"nom_0\\\" ORDER BY \\\"ord_0\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"nom_0\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"nom_0\\\",\\n \\\"ord_0\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = (\\n CAST((0.9 * \\\"cnt\\\") AS INTEGER) +\\n ((0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INTEGER))\\n)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"nom_0\", \"conditional_percentile\"], \"rows\": [{\"nom_0\": \"Blue\", \"conditional_percentile\": 3.0}, {\"nom_0\": \"Green\", \"conditional_percentile\": 3.0}, {\"nom_0\": \"Red\", \"conditional_percentile\": 3.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 428.55}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a236bf9f7ef7bef8c1926b247c16dc3df4f9448b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:03:26.572032+00:00", + "ended_at": "2026-05-04T07:04:02.528468+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_36dfa11818cba606", + "problem_id": "v2p_c14_6144ddcf79f6dd8e", + "dataset_id": "c14", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=nom_0, measure_col=ord_0, condition_col=ord_1.", + "bindings": { + "group_col": "nom_0", + "measure_col": "ord_0", + "condition_col": "ord_1", + "condition_value": "Grandmaster", + "positive_value": "Grandmaster", + "negative_value": "Contributor", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_36dfa11818cba606.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_36dfa11818cba606", + "api_calls": 0, + "input_tokens": 48168, + "cached_input_tokens": 45824, + "output_tokens": 827, + "total_tokens": 48995, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 7986, + "estimated_output_tokens": 541, + "estimated_total_tokens": 8527, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35419.37, + "sql_execution_elapsed_ms_total": 428.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_36dfa11818cba606\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..afeccf9714427e04b97b5d76e238ab72337d83dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:03:43.192405+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16555.82, "started_at": "2026-05-04T07:03:26.626033+00:00", "ended_at": "2026-05-04T07:03:43.181741+00:00", "prompt_metrics": {"chars": 12203, "bytes_utf8": 12203, "lines": 401, "estimated_tokens": 3869}, "response_metrics": {"chars": 839, "bytes_utf8": 839, "lines": 1, "estimated_tokens": 268}, "usage": {"input_tokens": 23960, "cached_input_tokens": 22912, "output_tokens": 373}, "stderr_preview": "2026-05-04T07:03:26.960019Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:03:29.612893Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n CAST((0.9 * \\\"cnt\\\") AS INTEGER))\\n)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL() with an equivalent integer expression to compute the 90th-percentile rank per group.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..06e265e4687ed3c2c39c5bdd299ea937d353d4ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36dfa11818cba606/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_36dfa11818cba606", + "api_calls": 0, + "input_tokens": 48168, + "cached_input_tokens": 45824, + "output_tokens": 827, + "total_tokens": 48995, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 7986, + "estimated_output_tokens": 541, + "estimated_total_tokens": 8527, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35419.37, + "sql_execution_elapsed_ms_total": 428.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_36dfa11818cba606\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f1c97b44687b61b4c5eaf2a72003f903f16dfbe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11991, "bytes_utf8": 11991, "lines": 400, "estimated_tokens": 3845}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 482, "bytes_utf8": 482, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 23936, "cached_input_tokens": 19840, "output_tokens": 147}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..da79919bc40f364bd5ccb2bb9aa9a97f4a9896f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_36ef3f65c6e3f293", + "api_calls": 0, + "input_tokens": 23936, + "cached_input_tokens": 19840, + "output_tokens": 147, + "total_tokens": 24083, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3845, + "estimated_output_tokens": 131, + "estimated_total_tokens": 3976, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15006.15, + "sql_execution_elapsed_ms_total": 1130.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_36ef3f65c6e3f293\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..416857c3865df86a17c574022f135bfffdd439bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:51:14.107743+00:00", + "ended_at": "2026-05-04T06:51:29.113887+00:00", + "elapsed_ms": 15006.15, + "prompt_metrics": { + "chars": 11991, + "bytes_utf8": 11991, + "lines": 400, + "estimated_tokens": 3845 + }, + "stdout_metrics": { + "chars": 823, + "bytes_utf8": 823, + "lines": 4, + "estimated_tokens": 250 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13218 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 482, + "bytes_utf8": 482, + "lines": 1, + "estimated_tokens": 131 + }, + "usage": { + "input_tokens": 23936, + "cached_input_tokens": 19840, + "output_tokens": 147 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3fa370bd3d83373248b1c5ce356de6539995135 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,400 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=nom_2.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "bin_0", + "group_col_2": "nom_2", + "predicate_col": "nom_0", + "predicate_op": "=", + "predicate_value": "Blue", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bff159c19b15acee81dc0927d3f3adaeaa2ed7c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c1-5ba8-7570-b2e4-3999f6d424c8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bin_0\\\", \\\"nom_2\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_0\\\" = 'Blue'\\nGROUP BY \\\"bin_0\\\", \\\"nom_2\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the provided filtered two-dimensional group count template with fixed bindings: group_col=\\\"bin_0\\\", group_col_2=\\\"nom_2\\\", predicate_col=\\\"nom_0\\\", predicate_op=\\\"=\\\", predicate_value='Blue'. Used only the single provided table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23936,"cached_input_tokens":19840,"output_tokens":147}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d034029ff3395970bd44c343ccb16e1eb7f1340 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bin_0\", \"nom_2\", COUNT(*) AS row_count\nFROM \"c14\"\nWHERE \"nom_0\" = 'Blue'\nGROUP BY \"bin_0\", \"nom_2\"\nORDER BY row_count DESC;","notes":"Applied the provided filtered two-dimensional group count template with fixed bindings: group_col=\"bin_0\", group_col_2=\"nom_2\", predicate_col=\"nom_0\", predicate_op=\"=\", predicate_value='Blue'. Used only the single provided table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..93dfa01150a6a8b9fa1039368e67cf49fe9ed805 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:51:14.290498Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:51:16.659654Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:51:28.378699Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7177aad6f2326c8e531d9f03225687021d8f4df2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=nom_2. +Result preview: [{"bin_0": "0", "nom_2": "Lion", "row_count": 27983}, {"bin_0": "0", "nom_2": "Cat", "row_count": 13933}, {"bin_0": "0", "nom_2": "Snake", "row_count": 12779}, {"bin_0": "0", "nom_2": "Dog", "row_count": 10556}, {"bin_0": "0", "nom_2": "Axolotl", "row_count": 10160}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d76753eff3b27f9758f388959b40dcd563c04cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c14_36ef3f65c6e3f293 +-- problem_id: v2p_c14_c0e64b0430ff722b +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "nom_2", COUNT(*) AS row_count +FROM "c14" +WHERE "nom_0" = 'Blue' +GROUP BY "bin_0", "nom_2" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a055c6b3d3c99a001e3b1fac405f896a6af5fdc2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bin_0\", \"nom_2\", COUNT(*) AS row_count\nFROM \"c14\"\nWHERE \"nom_0\" = 'Blue'\nGROUP BY \"bin_0\", \"nom_2\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bin_0\\\", \\\"nom_2\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_0\\\" = 'Blue'\\nGROUP BY \\\"bin_0\\\", \\\"nom_2\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"bin_0\", \"nom_2\", \"row_count\"], \"rows\": [{\"bin_0\": \"0\", \"nom_2\": \"Lion\", \"row_count\": 27983}, {\"bin_0\": \"0\", \"nom_2\": \"Cat\", \"row_count\": 13933}, {\"bin_0\": \"0\", \"nom_2\": \"Snake\", \"row_count\": 12779}, {\"bin_0\": \"0\", \"nom_2\": \"Dog\", \"row_count\": 10556}, {\"bin_0\": \"0\", \"nom_2\": \"Axolotl\", \"row_count\": 10160}, {\"bin_0\": \"0\", \"nom_2\": \"Hamster\", \"row_count\": 8415}, {\"bin_0\": \"1\", \"nom_2\": \"Lion\", \"row_count\": 4215}, {\"bin_0\": \"1\", \"nom_2\": \"Cat\", \"row_count\": 2048}, {\"bin_0\": \"1\", \"nom_2\": \"Snake\", \"row_count\": 1844}, {\"bin_0\": \"1\", \"nom_2\": \"Dog\", \"row_count\": 1506}, {\"bin_0\": \"1\", \"nom_2\": \"Axolotl\", \"row_count\": 1497}, {\"bin_0\": \"1\", \"nom_2\": \"Hamster\", \"row_count\": 1230}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1130.64}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..504abf302ff257dcf932987f191747b37c6f71f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:51:14.054009+00:00", + "ended_at": "2026-05-04T06:51:30.273792+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_36ef3f65c6e3f293", + "problem_id": "v2p_c14_c0e64b0430ff722b", + "dataset_id": "c14", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=nom_2.", + "bindings": { + "group_col": "bin_0", + "group_col_2": "nom_2", + "predicate_col": "nom_0", + "predicate_op": "=", + "predicate_value": "Blue", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=6" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_36ef3f65c6e3f293.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_36ef3f65c6e3f293", + "api_calls": 0, + "input_tokens": 23936, + "cached_input_tokens": 19840, + "output_tokens": 147, + "total_tokens": 24083, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3845, + "estimated_output_tokens": 131, + "estimated_total_tokens": 3976, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15006.15, + "sql_execution_elapsed_ms_total": 1130.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_36ef3f65c6e3f293\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c7204b14370e5eebdcb0f3b3af6517ceaf819c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_36ef3f65c6e3f293/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:51:29.132016+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15006.15, "started_at": "2026-05-04T06:51:14.107743+00:00", "ended_at": "2026-05-04T06:51:29.113887+00:00", "prompt_metrics": {"chars": 11991, "bytes_utf8": 11991, "lines": 400, "estimated_tokens": 3845}, "response_metrics": {"chars": 482, "bytes_utf8": 482, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 23936, "cached_input_tokens": 19840, "output_tokens": 147}, "stderr_preview": "2026-05-04T06:51:14.290498Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:51:16.659654Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_37ddc5e6e917200b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_37ddc5e6e917200b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..69a35dc2188d7024ec46f08a1f2d982b79a6cc20 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_37ddc5e6e917200b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_37ddc5e6e917200b\n-- problem_id: v2p_c14_97ca81e058b7b55a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_5\",\n COUNT(*) AS support,\n AVG(\"ord_0\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_37ddc5e6e917200b\\n-- problem_id: v2p_c14_97ca81e058b7b55a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"ord_0\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_5\", \"support\", \"avg_response\"], \"rows\": [{\"nom_5\": \"f7821e391\", \"support\": 2801, \"avg_response\": 1.4680471260264192}, {\"nom_5\": \"06eeaf0aa\", \"support\": 2750, \"avg_response\": 1.465090909090909}, {\"nom_5\": \"472efea17\", \"support\": 2729, \"avg_response\": 1.4679369732502747}, {\"nom_5\": \"20b10a832\", \"support\": 2725, \"avg_response\": 1.5038532110091742}, {\"nom_5\": \"b97f51ac4\", \"support\": 2717, \"avg_response\": 1.4906146485093854}, {\"nom_5\": \"475e79160\", \"support\": 2714, \"avg_response\": 1.4712601326455417}, {\"nom_5\": \"778fdbe56\", \"support\": 2692, \"avg_response\": 1.4970282317979198}, {\"nom_5\": \"416a8f3ab\", \"support\": 2683, \"avg_response\": 1.4688781215057771}, {\"nom_5\": \"6c90f81cd\", \"support\": 2674, \"avg_response\": 1.4723261032161556}, {\"nom_5\": \"5a466e166\", \"support\": 2673, \"avg_response\": 1.4822297044519266}, {\"nom_5\": \"640e1fdd5\", \"support\": 2670, \"avg_response\": 1.5131086142322097}, {\"nom_5\": \"72f8028dc\", \"support\": 2663, \"avg_response\": 1.4919263987983478}, {\"nom_5\": \"e9f44a509\", \"support\": 2653, \"avg_response\": 1.471541650961176}, {\"nom_5\": \"4845cc770\", \"support\": 2650, \"avg_response\": 1.4909433962264151}, {\"nom_5\": \"4e28ceffa\", \"support\": 2643, \"avg_response\": 1.496027241770715}, {\"nom_5\": \"46cab09da\", \"support\": 2639, \"avg_response\": 1.475558923834786}, {\"nom_5\": \"2ff007c26\", \"support\": 2630, \"avg_response\": 1.5011406844106463}, {\"nom_5\": \"83b38aa6b\", \"support\": 2630, \"avg_response\": 1.4893536121673003}, {\"nom_5\": \"de04b8750\", \"support\": 2613, \"avg_response\": 1.4829697665518562}, {\"nom_5\": \"eb69430d6\", \"support\": 2603, \"avg_response\": 1.4802151363810987}, {\"nom_5\": \"5a94fc1d9\", \"support\": 2597, \"avg_response\": 1.4655371582595302}, {\"nom_5\": \"50f116bcf\", \"support\": 2594, \"avg_response\": 1.4760986892829606}, {\"nom_5\": \"908a1b9c9\", \"support\": 2579, \"avg_response\": 1.4703373400542845}, {\"nom_5\": \"bd40c81f3\", \"support\": 2577, \"avg_response\": 1.476523088863019}, {\"nom_5\": \"66669a44f\", \"support\": 2554, \"avg_response\": 1.4890368050117462}, {\"nom_5\": \"9ad6558d1\", \"support\": 2545, \"avg_response\": 1.4770137524557956}, {\"nom_5\": \"0b3bec656\", \"support\": 2535, \"avg_response\": 1.4812623274161736}, {\"nom_5\": \"3263bdce5\", \"support\": 2524, \"avg_response\": 1.4508716323296356}, {\"nom_5\": \"30a15b6bd\", \"support\": 2477, \"avg_response\": 1.502624142107388}, {\"nom_5\": \"3685a0904\", \"support\": 2457, \"avg_response\": 1.4928774928774928}, {\"nom_5\": \"e70a6270d\", \"support\": 2449, \"avg_response\": 1.508779093507554}, {\"nom_5\": \"91bde92fa\", \"support\": 2433, \"avg_response\": 1.4886970817920262}, {\"nom_5\": \"115a252ba\", \"support\": 2399, \"avg_response\": 1.4902042517715715}, {\"nom_5\": \"df51b96fc\", \"support\": 2391, \"avg_response\": 1.4583856127143455}, {\"nom_5\": \"5b1a9f841\", \"support\": 2389, \"avg_response\": 1.4964420259522813}, {\"nom_5\": \"8dcf8adfb\", \"support\": 2387, \"avg_response\": 1.4830330959363218}, {\"nom_5\": \"0dee9b39a\", \"support\": 2349, \"avg_response\": 1.4738186462324394}, {\"nom_5\": \"6cd0619e0\", \"support\": 2346, \"avg_response\": 1.4816709292412618}, {\"nom_5\": \"2979f0d45\", \"support\": 2344, \"avg_response\": 1.4863481228668942}, {\"nom_5\": \"30a530eab\", \"support\": 2325, \"avg_response\": 1.4658064516129032}, {\"nom_5\": \"2cadfed8e\", \"support\": 2289, \"avg_response\": 1.4788117081695062}, {\"nom_5\": \"f50eb07ae\", \"support\": 2278, \"avg_response\": 1.4837576821773486}, {\"nom_5\": \"b0faff28f\", \"support\": 2262, \"avg_response\": 1.4854111405835544}, {\"nom_5\": \"be4578201\", \"support\": 2230, \"avg_response\": 1.4789237668161435}, {\"nom_5\": \"a3f640358\", \"support\": 2229, \"avg_response\": 1.4912516823687751}, {\"nom_5\": \"60a44c8f4\", \"support\": 2223, \"avg_response\": 1.4808816914080072}, {\"nom_5\": \"e7d9ca356\", \"support\": 2214, \"avg_response\": 1.496386630532972}, {\"nom_5\": \"159a7306f\", \"support\": 2168, \"avg_response\": 1.4727859778597785}, {\"nom_5\": \"0de4acd31\", \"support\": 2139, \"avg_response\": 1.4576905095839177}, {\"nom_5\": \"5d18641ff\", \"support\": 2121, \"avg_response\": 1.4743045733144744}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 337.57}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_37ddc5e6e917200b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_37ddc5e6e917200b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e076e8a5c1b4ba08c2a0f4b25cea6cad052e83c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_37ddc5e6e917200b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:53.111467+00:00", + "ended_at": "2026-05-04T07:37:53.455546+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_37ddc5e6e917200b", + "problem_id": "v2p_c14_97ca81e058b7b55a", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=ord_0, key_col=nom_5.", + "bindings": { + "key_col": "nom_5", + "measure_col": "ord_0", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_37ddc5e6e917200b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_37ddc5e6e917200b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_37ddc5e6e917200b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_37ddc5e6e917200b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6e4514491db8f4370aacfbc0b9f5e5b9dc962aa2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11860, "bytes_utf8": 11860, "lines": 396, "estimated_tokens": 3786}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 917, "bytes_utf8": 917, "lines": 1, "estimated_tokens": 288}, "usage": {"input_tokens": 23877, "cached_input_tokens": 22912, "output_tokens": 403}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4cf49c74c7c6f32082ec17fe10a568a87f4eb71d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_3ae58cef097ce7a2", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 403, + "total_tokens": 24280, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 288, + "estimated_total_tokens": 4074, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16255.46, + "sql_execution_elapsed_ms_total": 1396.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_3ae58cef097ce7a2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9568eaf2312051e1b55097aeb7678b648c526651 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:29:52.155153+00:00", + "ended_at": "2026-05-04T07:30:08.410634+00:00", + "elapsed_ms": 16255.46, + "prompt_metrics": { + "chars": 11860, + "bytes_utf8": 11860, + "lines": 396, + "estimated_tokens": 3786 + }, + "stdout_metrics": { + "chars": 1336, + "bytes_utf8": 1336, + "lines": 4, + "estimated_tokens": 452 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13262 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 917, + "bytes_utf8": 917, + "lines": 1, + "estimated_tokens": 288 + }, + "usage": { + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 403 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69d5ef8091b97433d61b992c35f178eab01e04b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_1, measure_col=id.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "nom_1", + "measure_col": "id", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..27fc0a97587def0c34dae537b4e534ba570f4f9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e4-bab8-7561-8cf4-089c69d976f0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_1\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"id_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_1\\\"\\n ORDER BY CAST(\\\"id\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_1\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_1\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"nom_1\\\",\\n \\\"id_num\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((0.95 * \\\"cnt\\\") + 0.999999) AS INTEGER)\\n)\\nSELECT\\n \\\"nom_1\\\",\\n \\\"id_num\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 95th percentile by taking the value at CEIL(0.95 * group_size). \\\"id\\\" is cast to REAL because it is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":22912,"output_tokens":403}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ec4ccaaed06444d98b25145cc9bfe27549b4150 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_1\",\n CAST(\"id\" AS REAL) AS \"id_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_1\"\n ORDER BY CAST(\"id\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_1\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_1\" IS NOT NULL\n AND \"id\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"nom_1\",\n \"id_num\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((0.95 * \"cnt\") + 0.999999) AS INTEGER)\n)\nSELECT\n \"nom_1\",\n \"id_num\" AS \"percentile_measure\"\nFROM \"percentile_rows\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 95th percentile by taking the value at CEIL(0.95 * group_size). \"id\" is cast to REAL because it is stored as TEXT in the schema."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12f0adc6b58c96de44edac93594add126ee49694 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:29:52.399169Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:29:54.804949Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:30:07.934213Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..626aa793e0786ff08d6b95d95d354aef86abbdfe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_1, measure_col=id. +Result preview: [{"nom_1": "Square", "percentile_measure": 285752.0}, {"nom_1": "Triangle", "percentile_measure": 285346.0}, {"nom_1": "Circle", "percentile_measure": 284965.0}, {"nom_1": "Trapezoid", "percentile_measure": 284889.0}, {"nom_1": "Star", "percentile_measure": 284820.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..472ae156840948718ce69de4cdac1411f87ca4ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_3ae58cef097ce7a2 +-- problem_id: v2p_c14_29064e2860d9aacd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_1", + CAST("id" AS REAL) AS "id_num", + ROW_NUMBER() OVER ( + PARTITION BY "nom_1" + ORDER BY CAST("id" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_1" + ) AS "cnt" + FROM "c14" + WHERE "nom_1" IS NOT NULL + AND "id" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "nom_1", + "id_num" + FROM "ranked" + WHERE "rn" = CAST(((0.95 * "cnt") + 0.999999) AS INTEGER) +) +SELECT + "nom_1", + "id_num" AS "percentile_measure" +FROM "percentile_rows" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f4ce0b661fe0ee34de7834561202ebcaa2e2e6b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_1\",\n CAST(\"id\" AS REAL) AS \"id_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_1\"\n ORDER BY CAST(\"id\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_1\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_1\" IS NOT NULL\n AND \"id\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"nom_1\",\n \"id_num\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((0.95 * \"cnt\") + 0.999999) AS INTEGER)\n)\nSELECT\n \"nom_1\",\n \"id_num\" AS \"percentile_measure\"\nFROM \"percentile_rows\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_1\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"id_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_1\\\"\\n ORDER BY CAST(\\\"id\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_1\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_1\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"nom_1\\\",\\n \\\"id_num\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((0.95 * \\\"cnt\\\") + 0.999999) AS INTEGER)\\n)\\nSELECT\\n \\\"nom_1\\\",\\n \\\"id_num\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"nom_1\", \"percentile_measure\"], \"rows\": [{\"nom_1\": \"Square\", \"percentile_measure\": 285752.0}, {\"nom_1\": \"Triangle\", \"percentile_measure\": 285346.0}, {\"nom_1\": \"Circle\", \"percentile_measure\": 284965.0}, {\"nom_1\": \"Trapezoid\", \"percentile_measure\": 284889.0}, {\"nom_1\": \"Star\", \"percentile_measure\": 284820.0}, {\"nom_1\": \"Polygon\", \"percentile_measure\": 284235.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1396.7}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9aa68b7f3ba42bacdbe022f9c15f9695921d4234 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:29:52.096155+00:00", + "ended_at": "2026-05-04T07:30:09.840546+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_3ae58cef097ce7a2", + "problem_id": "v2p_c14_29064e2860d9aacd", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_1, measure_col=id.", + "bindings": { + "group_col": "nom_1", + "measure_col": "id", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=132" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_3ae58cef097ce7a2.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_3ae58cef097ce7a2", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 403, + "total_tokens": 24280, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 288, + "estimated_total_tokens": 4074, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16255.46, + "sql_execution_elapsed_ms_total": 1396.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_3ae58cef097ce7a2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14fded23b2a371c1fbffe43dc9b13e12590c35f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ae58cef097ce7a2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:30:08.433117+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16255.46, "started_at": "2026-05-04T07:29:52.155153+00:00", "ended_at": "2026-05-04T07:30:08.410634+00:00", "prompt_metrics": {"chars": 11860, "bytes_utf8": 11860, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 917, "bytes_utf8": 917, "lines": 1, "estimated_tokens": 288}, "usage": {"input_tokens": 23877, "cached_input_tokens": 22912, "output_tokens": 403}, "stderr_preview": "2026-05-04T07:29:52.399169Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:29:54.804949Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ord_0.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "ord_0", + "predicate_col": "ord_2", + "predicate_op": "=", + "predicate_value": "Hot", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3e10496a9f3cc800/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3e10496a9f3cc800/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..47402241fb7ddd2090222b855d9fe186bd18a22d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3e10496a9f3cc800/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d2-7932-7550-94b9-5e9043ba044f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_0\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_2\\\" = 'Hot'\\nGROUP BY \\\"ord_0\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"ord_0\\\", predicate_col=\\\"ord_2\\\", predicate_op=\\\"=\\\", predicate_value='Hot', top_k=19.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23889,"cached_input_tokens":22912,"output_tokens":118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3e10496a9f3cc800/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3e10496a9f3cc800/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5503885c046234f142a7c6cb988a9742d41f53a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3e10496a9f3cc800/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_0\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_2\" = 'Hot'\nGROUP BY \"ord_0\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the required template with fixed bindings: group_col=\"ord_0\", predicate_col=\"ord_2\", predicate_op=\"=\", predicate_value='Hot', top_k=19."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3e10496a9f3cc800/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3e10496a9f3cc800/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..08713cad2031b9268510217fcfca84e3643b8435 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3e10496a9f3cc800/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:09:55.951402Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:09:58.575833Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:10:05.873560Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3e10496a9f3cc800/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3e10496a9f3cc800/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c41b07bef6bb18c77fa4720a5ee8e64768f9bbe0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3e10496a9f3cc800/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ord_0. +Result preview: [{"ord_0": "1", "support": 14424}, {"ord_0": "2", "support": 4991}, {"ord_0": "3", "support": 2812}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3e10496a9f3cc800/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3e10496a9f3cc800/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2912918b3d1e9e8fbd7660eecef7254b26516567 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3e10496a9f3cc800/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_3e10496a9f3cc800 +-- problem_id: v2p_c14_efdc897fdfbb15d0 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_0", COUNT(*) AS support +FROM "c14" +WHERE "ord_2" = 'Hot' +GROUP BY "ord_0" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3e10496a9f3cc800/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3e10496a9f3cc800/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38a7ae62daa7308b595c0561ff69261144a5fccc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3e10496a9f3cc800/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_0\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_2\" = 'Hot'\nGROUP BY \"ord_0\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_0\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_2\\\" = 'Hot'\\nGROUP BY \\\"ord_0\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"ord_0\", \"support\"], \"rows\": [{\"ord_0\": \"1\", \"support\": 14424}, {\"ord_0\": \"2\", \"support\": 4991}, {\"ord_0\": \"3\", \"support\": 2812}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 115.4}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3e10496a9f3cc800/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3e10496a9f3cc800/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5bc8c97ec722db13814716c2dcae1487f832b58f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3e10496a9f3cc800/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:09:55.658704+00:00", + "ended_at": "2026-05-04T07:10:07.037799+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_3e10496a9f3cc800", + "problem_id": "v2p_c14_efdc897fdfbb15d0", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ord_0.", + "bindings": { + "group_col": "ord_0", + "predicate_col": "ord_2", + "predicate_op": "=", + "predicate_value": "Hot", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_3e10496a9f3cc800.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_3e10496a9f3cc800", + "api_calls": 0, + "input_tokens": 23889, + "cached_input_tokens": 22912, + "output_tokens": 118, + "total_tokens": 24007, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3800, + "estimated_output_tokens": 102, + "estimated_total_tokens": 3902, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11164.73, + "sql_execution_elapsed_ms_total": 115.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_3e10496a9f3cc800\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3e10496a9f3cc800/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3e10496a9f3cc800/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6070352e06551693f29b10cc99e256aa68ea992e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3e10496a9f3cc800/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:10:06.895330+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11164.73, "started_at": "2026-05-04T07:09:55.709187+00:00", "ended_at": "2026-05-04T07:10:06.873847+00:00", "prompt_metrics": {"chars": 11878, "bytes_utf8": 11878, "lines": 398, "estimated_tokens": 3800}, "response_metrics": {"chars": 355, "bytes_utf8": 355, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 23889, "cached_input_tokens": 22912, "output_tokens": 118}, "stderr_preview": "2026-05-04T07:09:55.951402Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:09:58.575833Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=target.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "target", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ef97cfb0e1df969/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ef97cfb0e1df969/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d754154dd571575a52a3aa9b9a0170f3f7a45f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ef97cfb0e1df969/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d0-378a-77a3-b243-f273841759ce"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"target\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"target\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"target\\\" on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23810,"cached_input_tokens":23424,"output_tokens":87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ef97cfb0e1df969/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ef97cfb0e1df969/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..019fc0ab2185a315e9af27fec7257c1dd3e5c082 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ef97cfb0e1df969/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"target\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"target\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"target\" on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ef97cfb0e1df969/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ef97cfb0e1df969/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3b31923769806028cab34d0eef0b7bccb622ea4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ef97cfb0e1df969/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:07:28.127855Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:07:30.403166Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:07:38.015143Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ef97cfb0e1df969/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ef97cfb0e1df969/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4eea33c5d7358310c9571e07699e938b1f41f692 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ef97cfb0e1df969/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=target. +Result preview: [{"target": "0", "row_count": 208236}, {"target": "1", "row_count": 91764}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ef97cfb0e1df969/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ef97cfb0e1df969/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..41aff843c07b3985980efbdc830cf470051eeaff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ef97cfb0e1df969/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_3ef97cfb0e1df969 +-- problem_id: v2p_c14_2c25e3b6d5037905 +-- realization_mode: agent +-- source_kind: agent +SELECT "target", COUNT(*) AS row_count +FROM "c14" +GROUP BY "target" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ef97cfb0e1df969/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ef97cfb0e1df969/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9cfca849f8bc75ce659fad7c44f17eca6e8f8d23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ef97cfb0e1df969/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"target\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"target\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"target\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"target\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"target\", \"row_count\"], \"rows\": [{\"target\": \"0\", \"row_count\": 208236}, {\"target\": \"1\", \"row_count\": 91764}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 213.13}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ef97cfb0e1df969/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ef97cfb0e1df969/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8ab3d855f02374653dedffda0e1f6a0ffdd3f688 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ef97cfb0e1df969/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:07:27.743744+00:00", + "ended_at": "2026-05-04T07:07:39.070900+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_3ef97cfb0e1df969", + "problem_id": "v2p_c14_2c25e3b6d5037905", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=target.", + "bindings": { + "group_col": "target", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_3ef97cfb0e1df969.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_3ef97cfb0e1df969", + "api_calls": 0, + "input_tokens": 23810, + "cached_input_tokens": 23424, + "output_tokens": 87, + "total_tokens": 23897, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3719, + "estimated_output_tokens": 71, + "estimated_total_tokens": 3790, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11027.53, + "sql_execution_elapsed_ms_total": 213.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_3ef97cfb0e1df969\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ef97cfb0e1df969/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ef97cfb0e1df969/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..69e7d59c62043138a13719ee53b6f73646efc8b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_3ef97cfb0e1df969/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:07:38.846946+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11027.53, "started_at": "2026-05-04T07:07:27.796947+00:00", "ended_at": "2026-05-04T07:07:38.824121+00:00", "prompt_metrics": {"chars": 11599, "bytes_utf8": 11599, "lines": 394, "estimated_tokens": 3719}, "response_metrics": {"chars": 282, "bytes_utf8": 282, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 23810, "cached_input_tokens": 23424, "output_tokens": 87}, "stderr_preview": "2026-05-04T07:07:28.127855Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:07:30.403166Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=bin_0.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "bin_0", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_40316f9dd99bb7a2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_40316f9dd99bb7a2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdf9e5a0603e933396d5a0c3a8f0546c2519d86f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_40316f9dd99bb7a2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1df-9cbe-7f20-901f-41dea906945b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"bin_0\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nORDER BY support ASC, \\\"bin_0\\\"\\nLIMIT 13;\",\"notes\":\"Uses the provided Low-Support Group Count template with group_col fixed to \\\"bin_0\\\" and top_k=13 on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23851,"cached_input_tokens":22912,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_40316f9dd99bb7a2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_40316f9dd99bb7a2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f728e120afbbcfbb877fea42f369b561b38a43d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_40316f9dd99bb7a2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"bin_0\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"bin_0\"\nORDER BY support ASC, \"bin_0\"\nLIMIT 13;","notes":"Uses the provided Low-Support Group Count template with group_col fixed to \"bin_0\" and top_k=13 on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_40316f9dd99bb7a2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_40316f9dd99bb7a2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b425512f8f7f325631ead3442007d504bb505905 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_40316f9dd99bb7a2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:24:17.031838Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:24:19.442420Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:24:26.736268Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_40316f9dd99bb7a2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_40316f9dd99bb7a2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec088133247349022c0e59e9379f448b76fcdf61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_40316f9dd99bb7a2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=bin_0. +Result preview: [{"bin_0": "1", "support": 38251}, {"bin_0": "0", "support": 261749}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_40316f9dd99bb7a2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_40316f9dd99bb7a2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d2bebcff0e70c29c748cc474147023075a9ecc8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_40316f9dd99bb7a2/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_40316f9dd99bb7a2 +-- problem_id: v2p_c14_48388dbc7952a46e +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_0", + COUNT(*) AS support +FROM "c14" +GROUP BY "bin_0" +ORDER BY support ASC, "bin_0" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_40316f9dd99bb7a2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_40316f9dd99bb7a2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..85cf6a08740e8b28ee9fbc4fd27ea141924b05df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_40316f9dd99bb7a2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"bin_0\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"bin_0\"\nORDER BY support ASC, \"bin_0\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"bin_0\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nORDER BY support ASC, \\\"bin_0\\\"\\nLIMIT 13;\", \"columns\": [\"bin_0\", \"support\"], \"rows\": [{\"bin_0\": \"1\", \"support\": 38251}, {\"bin_0\": \"0\", \"support\": 261749}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 188.66}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_40316f9dd99bb7a2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_40316f9dd99bb7a2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b1a95cd2b77d7e2598fcd70b164cb2d8386045f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_40316f9dd99bb7a2/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:24:16.761569+00:00", + "ended_at": "2026-05-04T07:24:27.591268+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_40316f9dd99bb7a2", + "problem_id": "v2p_c14_48388dbc7952a46e", + "dataset_id": "c14", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=bin_0.", + "bindings": { + "group_col": "bin_0", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_40316f9dd99bb7a2.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_40316f9dd99bb7a2", + "api_calls": 0, + "input_tokens": 23851, + "cached_input_tokens": 22912, + "output_tokens": 120, + "total_tokens": 23971, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3762, + "estimated_output_tokens": 97, + "estimated_total_tokens": 3859, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10552.24, + "sql_execution_elapsed_ms_total": 188.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_40316f9dd99bb7a2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_40316f9dd99bb7a2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_40316f9dd99bb7a2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0362b34c393490e0121183ba8d1febc7c3a6e4fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_40316f9dd99bb7a2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:24:27.392566+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10552.24, "started_at": "2026-05-04T07:24:16.818319+00:00", "ended_at": "2026-05-04T07:24:27.370509+00:00", "prompt_metrics": {"chars": 11682, "bytes_utf8": 11682, "lines": 394, "estimated_tokens": 3762}, "response_metrics": {"chars": 325, "bytes_utf8": 325, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 23851, "cached_input_tokens": 22912, "output_tokens": 120}, "stderr_preview": "2026-05-04T07:24:17.031838Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:24:19.442420Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_3, measure_col=ord_0.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "bin_3", + "measure_col": "ord_0", + "entity_col": "nom_9", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4042d99f3dd854cc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4042d99f3dd854cc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fbe4a74277f69c76a4d4bfac1948a53dcce89340 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4042d99f3dd854cc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1da-3dd7-7fe3-b5a1-89864d6592db"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_3\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_9\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Grouped Summary Top-k template with bound roles group_col=\\\"bin_3\\\", measure_col=\\\"ord_0\\\", entity_col=\\\"nom_9\\\", and top_k=13. Cast \\\"ord_0\\\" to REAL for a SQLite-compatible numeric average because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23918,"cached_input_tokens":23424,"output_tokens":204}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4042d99f3dd854cc/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4042d99f3dd854cc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b15f855652131d94670f2e94e442f18d6b3e310a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4042d99f3dd854cc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_3\",\n COUNT(*) AS support,\n AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_9\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_3\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the provided Grouped Summary Top-k template with bound roles group_col=\"bin_3\", measure_col=\"ord_0\", entity_col=\"nom_9\", and top_k=13. Cast \"ord_0\" to REAL for a SQLite-compatible numeric average because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4042d99f3dd854cc/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4042d99f3dd854cc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..31c6c19419d65f50e2b3a013a92177ea40fd8c5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4042d99f3dd854cc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:18:25.124553Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:18:27.871514Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:18:36.448620Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4042d99f3dd854cc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4042d99f3dd854cc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..73bca20765c84fbb574306c8d02ac54b39648689 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4042d99f3dd854cc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_3, measure_col=ord_0. +Result preview: [{"bin_3": "T", "support": 153535, "avg_measure": 1.4796951835086463, "distinct_entities": 11739}, {"bin_3": "F", "support": 146465, "avg_measure": 1.4794319461987506, "distinct_entities": 11727}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4042d99f3dd854cc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4042d99f3dd854cc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d342fa79e6d474ae2686a8e65fbd9dd118e2ba44 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4042d99f3dd854cc/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_4042d99f3dd854cc +-- problem_id: v2p_c14_dd87019f247fc7c4 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", + COUNT(*) AS support, + AVG(CAST("ord_0" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_9") AS distinct_entities +FROM "c14" +GROUP BY "bin_3" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4042d99f3dd854cc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4042d99f3dd854cc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0fd9a37666114a389d0969036d1cd97454be8c92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4042d99f3dd854cc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_3\",\n COUNT(*) AS support,\n AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_9\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_3\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_3\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_9\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"bin_3\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"bin_3\": \"T\", \"support\": 153535, \"avg_measure\": 1.4796951835086463, \"distinct_entities\": 11739}, {\"bin_3\": \"F\", \"support\": 146465, \"avg_measure\": 1.4794319461987506, \"distinct_entities\": 11727}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 446.98}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4042d99f3dd854cc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4042d99f3dd854cc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1c549a1fcd1d081a5ec2caba66131950c1e99892 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4042d99f3dd854cc/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:18:21.240091+00:00", + "ended_at": "2026-05-04T07:18:38.082027+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_4042d99f3dd854cc", + "problem_id": "v2p_c14_dd87019f247fc7c4", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_3, measure_col=ord_0.", + "bindings": { + "group_col": "bin_3", + "measure_col": "ord_0", + "entity_col": "nom_9", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=93" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_4042d99f3dd854cc.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_4042d99f3dd854cc", + "api_calls": 0, + "input_tokens": 23918, + "cached_input_tokens": 23424, + "output_tokens": 204, + "total_tokens": 24122, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3829, + "estimated_output_tokens": 148, + "estimated_total_tokens": 3977, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16301.18, + "sql_execution_elapsed_ms_total": 446.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_4042d99f3dd854cc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4042d99f3dd854cc/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4042d99f3dd854cc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2979dfe774bfcb41a3387b25dc36c7705442a68a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4042d99f3dd854cc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:18:37.619869+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16301.18, "started_at": "2026-05-04T07:18:21.300218+00:00", "ended_at": "2026-05-04T07:18:37.601687+00:00", "prompt_metrics": {"chars": 11970, "bytes_utf8": 11970, "lines": 398, "estimated_tokens": 3829}, "response_metrics": {"chars": 540, "bytes_utf8": 540, "lines": 1, "estimated_tokens": 148}, "usage": {"input_tokens": 23918, "cached_input_tokens": 23424, "output_tokens": 204}, "stderr_preview": "2026-05-04T07:18:25.124553Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:18:27.871514Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_2, measure_col=id.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "ord_2", + "measure_col": "id", + "entity_col": "nom_8", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_419fdaab70ee388e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_419fdaab70ee388e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..830db50bb6bc93afe262d0e8607f2146b3976e44 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_419fdaab70ee388e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d6-9224-7901-a1ab-ea418711de27"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"ord_2\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"id\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_8\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Grouped Summary Top-k template with bound roles group_col=\\\"ord_2\\\", measure_col=\\\"id\\\", entity_col=\\\"nom_8\\\", and top_k=19. Cast \\\"id\\\" to REAL for SQLite-compatible averaging because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":22912,"output_tokens":175}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_419fdaab70ee388e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_419fdaab70ee388e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb10f41a24041548246960ee9ac188ed10c78cd6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_419fdaab70ee388e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"ord_2\",\n COUNT(*) AS support,\n AVG(CAST(\"id\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_8\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"ord_2\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the provided Grouped Summary Top-k template with bound roles group_col=\"ord_2\", measure_col=\"id\", entity_col=\"nom_8\", and top_k=19. Cast \"id\" to REAL for SQLite-compatible averaging because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_419fdaab70ee388e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_419fdaab70ee388e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f66f940da7d17275e983088fc13f11f233ed4cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_419fdaab70ee388e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:14:24.510738Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:14:27.386985Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:14:37.402359Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_419fdaab70ee388e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_419fdaab70ee388e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..50ee7272e6fa13d7d088a96c6f119079315ff978 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_419fdaab70ee388e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_2, measure_col=id. +Result preview: [{"ord_2": "Freezing", "support": 99816, "avg_measure": 150409.57199246614, "distinct_entities": 2204}, {"ord_2": "Lava Hot", "support": 63908, "avg_measure": 149502.45164924578, "distinct_entities": 2187}, {"ord_2": "Boiling Hot", "support": 60627, "avg_measure": 149917.15615154963, "distinct_entities": 2185}, {"ord_2": "Cold", "support": 33768, "avg_measure": 150228.06002724473, "distinct_entities": 2150}, {"ord_2": "Hot", "support": 22227, "avg_measure": 149580.36140729743, "distinct_entities": 2126}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_419fdaab70ee388e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_419fdaab70ee388e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5c60a9781c6b0fb971c94b3ff81685c672e9db6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_419fdaab70ee388e/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_419fdaab70ee388e +-- problem_id: v2p_c14_c0e4a633d10610ef +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", + COUNT(*) AS support, + AVG(CAST("id" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_8") AS distinct_entities +FROM "c14" +GROUP BY "ord_2" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_419fdaab70ee388e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_419fdaab70ee388e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52484b5be97d0ae3f0b82798b86d26e5633dc3e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_419fdaab70ee388e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"ord_2\",\n COUNT(*) AS support,\n AVG(CAST(\"id\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_8\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"ord_2\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"ord_2\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"id\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_8\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"ord_2\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"ord_2\": \"Freezing\", \"support\": 99816, \"avg_measure\": 150409.57199246614, \"distinct_entities\": 2204}, {\"ord_2\": \"Lava Hot\", \"support\": 63908, \"avg_measure\": 149502.45164924578, \"distinct_entities\": 2187}, {\"ord_2\": \"Boiling Hot\", \"support\": 60627, \"avg_measure\": 149917.15615154963, \"distinct_entities\": 2185}, {\"ord_2\": \"Cold\", \"support\": 33768, \"avg_measure\": 150228.06002724473, \"distinct_entities\": 2150}, {\"ord_2\": \"Hot\", \"support\": 22227, \"avg_measure\": 149580.36140729743, \"distinct_entities\": 2126}, {\"ord_2\": \"Warm\", \"support\": 19654, \"avg_measure\": 149868.4355347512, \"distinct_entities\": 2101}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 432.56}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_419fdaab70ee388e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_419fdaab70ee388e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7d9e9f1bd403360c1af60f2eeb47fcec7f3fa19a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_419fdaab70ee388e/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:14:24.142642+00:00", + "ended_at": "2026-05-04T07:14:38.883690+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_419fdaab70ee388e", + "problem_id": "v2p_c14_c0e4a633d10610ef", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_2, measure_col=id.", + "bindings": { + "group_col": "ord_2", + "measure_col": "id", + "entity_col": "nom_8", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_419fdaab70ee388e.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_419fdaab70ee388e", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 175, + "total_tokens": 24089, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 140, + "estimated_total_tokens": 3965, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14217.46, + "sql_execution_elapsed_ms_total": 432.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_419fdaab70ee388e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_419fdaab70ee388e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_419fdaab70ee388e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c666e45cb3e61db85d33f8363b3edf7398800b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_419fdaab70ee388e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:14:38.433920+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14217.46, "started_at": "2026-05-04T07:14:24.197909+00:00", "ended_at": "2026-05-04T07:14:38.415250+00:00", "prompt_metrics": {"chars": 11972, "bytes_utf8": 11972, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 523, "bytes_utf8": 523, "lines": 1, "estimated_tokens": 140}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 175}, "stderr_preview": "2026-05-04T07:14:24.510738Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:14:27.386985Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=ord_1, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ord_1", + "condition_col": "target", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4210bb5ded2f1816/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4210bb5ded2f1816/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3893fb05692adc36bb6e0ec29d627291487fe994 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4210bb5ded2f1816/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c7-f9da-7692-8c20-c8bc1fbd9e2b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_1\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with group_col bound to \\\"ord_1\\\" and condition_col bound to \\\"target\\\", measuring the within-group proportion of target='1'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23901,"cached_input_tokens":2432,"output_tokens":122}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4210bb5ded2f1816/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4210bb5ded2f1816/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0092b34286574f6190133cbc1acc421005f1c190 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4210bb5ded2f1816/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_1\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_1\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with group_col bound to \"ord_1\" and condition_col bound to \"target\", measuring the within-group proportion of target='1'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4210bb5ded2f1816/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4210bb5ded2f1816/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fffd97273a609ab8c8f8fe53899b4374cfb528c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4210bb5ded2f1816/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:58:27.988801Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:58:30.280779Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:58:39.077035Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4210bb5ded2f1816/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4210bb5ded2f1816/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7abd46ac48cf006cdb05dea999705b109ee81c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4210bb5ded2f1816/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=ord_1, condition_col=target. +Result preview: [{"ord_1": "Grandmaster", "condition_rate": 0.40388489951955364}, {"ord_1": "Master", "condition_rate": 0.3550778882828931}, {"ord_1": "Expert", "condition_rate": 0.31717534410532616}, {"ord_1": "Contributor", "condition_rate": 0.2785332742413286}, {"ord_1": "Novice", "condition_rate": 0.24205462028866437}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4210bb5ded2f1816/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4210bb5ded2f1816/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0822c1dff6d5a92fe5ed83301cd6dcfff3942ec8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4210bb5ded2f1816/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_4210bb5ded2f1816 +-- problem_id: v2p_c14_790e67571b54e3b5 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_1", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_1" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4210bb5ded2f1816/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4210bb5ded2f1816/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d4decc6008f8b9572209ee6c4868b70c0139ceea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4210bb5ded2f1816/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_1\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_1\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_1\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"ord_1\", \"condition_rate\"], \"rows\": [{\"ord_1\": \"Grandmaster\", \"condition_rate\": 0.40388489951955364}, {\"ord_1\": \"Master\", \"condition_rate\": 0.3550778882828931}, {\"ord_1\": \"Expert\", \"condition_rate\": 0.31717534410532616}, {\"ord_1\": \"Contributor\", \"condition_rate\": 0.2785332742413286}, {\"ord_1\": \"Novice\", \"condition_rate\": 0.24205462028866437}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 277.04}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4210bb5ded2f1816/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4210bb5ded2f1816/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d2d4d0c9c02f1934dfbd8333798e92975c63cd58 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4210bb5ded2f1816/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:58:27.688861+00:00", + "ended_at": "2026-05-04T06:58:40.144698+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_4210bb5ded2f1816", + "problem_id": "v2p_c14_790e67571b54e3b5", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=ord_1, condition_col=target.", + "bindings": { + "group_col": "ord_1", + "condition_col": "target", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_4210bb5ded2f1816.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_4210bb5ded2f1816", + "api_calls": 0, + "input_tokens": 23901, + "cached_input_tokens": 2432, + "output_tokens": 122, + "total_tokens": 24023, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3810, + "estimated_output_tokens": 106, + "estimated_total_tokens": 3916, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12090.06, + "sql_execution_elapsed_ms_total": 277.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_4210bb5ded2f1816\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4210bb5ded2f1816/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4210bb5ded2f1816/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c67a1680aa3f02aa12203cb7dbeaeadd36e7ea6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4210bb5ded2f1816/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:58:39.855536+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12090.06, "started_at": "2026-05-04T06:58:27.747544+00:00", "ended_at": "2026-05-04T06:58:39.837239+00:00", "prompt_metrics": {"chars": 11927, "bytes_utf8": 11927, "lines": 399, "estimated_tokens": 3810}, "response_metrics": {"chars": 399, "bytes_utf8": 399, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 23901, "cached_input_tokens": 2432, "output_tokens": 122}, "stderr_preview": "2026-05-04T06:58:27.988801Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:58:30.280779Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_47f5290a08f356fe/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_47f5290a08f356fe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c80394fc8f562144899982d1fae0915315582a30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_47f5290a08f356fe/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_47f5290a08f356fe\n-- problem_id: v2p_c14_d12a7fe119c083ae\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_6\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_6\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_47f5290a08f356fe\\n-- problem_id: v2p_c14_d12a7fe119c083ae\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_6\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_6\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_6\", \"support\", \"avg_response\"], \"rows\": [{\"nom_6\": \"d173ac7ca\", \"support\": 1218, \"avg_response\": 156399.44827586206}, {\"nom_6\": \"2ed5a94b0\", \"support\": 1210, \"avg_response\": 149419.17603305785}, {\"nom_6\": \"c9eedfbc2\", \"support\": 1193, \"avg_response\": 150886.67896060352}, {\"nom_6\": \"50d7ad46a\", \"support\": 1175, \"avg_response\": 152305.86808510637}, {\"nom_6\": \"0922e3cb8\", \"support\": 1169, \"avg_response\": 151723.98374679213}, {\"nom_6\": \"d4d727716\", \"support\": 1167, \"avg_response\": 148820.65724078834}, {\"nom_6\": \"705cb7579\", \"support\": 1165, \"avg_response\": 148995.41545064378}, {\"nom_6\": \"1fe17a1fd\", \"support\": 1157, \"avg_response\": 151132.24719101124}, {\"nom_6\": \"3ac1b8814\", \"support\": 1148, \"avg_response\": 148702.12717770034}, {\"nom_6\": \"f497b97d7\", \"support\": 1146, \"avg_response\": 149435.38394415358}, {\"nom_6\": \"4f849ad2d\", \"support\": 1140, \"avg_response\": 149528.91315789474}, {\"nom_6\": \"bc82e0ba0\", \"support\": 1138, \"avg_response\": 147377.82337434095}, {\"nom_6\": \"9448b8e3b\", \"support\": 1137, \"avg_response\": 148131.8328935796}, {\"nom_6\": \"50e49ea04\", \"support\": 1137, \"avg_response\": 147366.74758135443}, {\"nom_6\": \"71c68195d\", \"support\": 1133, \"avg_response\": 152593.27007943514}, {\"nom_6\": \"20636817e\", \"support\": 1133, \"avg_response\": 145813.5895851721}, {\"nom_6\": \"a406a5f12\", \"support\": 1125, \"avg_response\": 150926.0462222222}, {\"nom_6\": \"bc31d6a6d\", \"support\": 1123, \"avg_response\": 151589.17008014247}, {\"nom_6\": \"e16557b2b\", \"support\": 1119, \"avg_response\": 149450.87131367292}, {\"nom_6\": \"b238965eb\", \"support\": 1117, \"avg_response\": 150432.20143240824}, {\"nom_6\": \"40ac3fcd5\", \"support\": 1116, \"avg_response\": 151095.76254480286}, {\"nom_6\": \"642fcc7be\", \"support\": 1114, \"avg_response\": 152200.48922800718}, {\"nom_6\": \"a20513779\", \"support\": 1114, \"avg_response\": 150369.10143626572}, {\"nom_6\": \"f14fe8bc5\", \"support\": 1113, \"avg_response\": 151226.59568733154}, {\"nom_6\": \"017eb57f0\", \"support\": 1113, \"avg_response\": 150159.19407008085}, {\"nom_6\": \"cefab1020\", \"support\": 1109, \"avg_response\": 146719.45626690713}, {\"nom_6\": \"3b9693870\", \"support\": 1107, \"avg_response\": 151740.29810298103}, {\"nom_6\": \"f134870d4\", \"support\": 1102, \"avg_response\": 146780.6724137931}, {\"nom_6\": \"cd8e3a0a7\", \"support\": 1101, \"avg_response\": 148090.31335149863}, {\"nom_6\": \"c0f1061ee\", \"support\": 1100, \"avg_response\": 149675.4609090909}, {\"nom_6\": \"cd94f29d1\", \"support\": 1096, \"avg_response\": 149845.0821167883}, {\"nom_6\": \"9e0a099c7\", \"support\": 1095, \"avg_response\": 151212.83196347032}, {\"nom_6\": \"edb3cf6c8\", \"support\": 1094, \"avg_response\": 144054.10146252284}, {\"nom_6\": \"25d3a1087\", \"support\": 1093, \"avg_response\": 149754.9405306496}, {\"nom_6\": \"bb219c9ac\", \"support\": 1091, \"avg_response\": 153365.9367552704}, {\"nom_6\": \"718fd9453\", \"support\": 1091, \"avg_response\": 151243.86434463796}, {\"nom_6\": \"6046454de\", \"support\": 1086, \"avg_response\": 150211.58839779007}, {\"nom_6\": \"42b1cc2fd\", \"support\": 1081, \"avg_response\": 150516.28307123034}, {\"nom_6\": \"788ba7aea\", \"support\": 1081, \"avg_response\": 147296.96392229418}, {\"nom_6\": \"cf8b12b4e\", \"support\": 1080, \"avg_response\": 147177.57407407407}, {\"nom_6\": \"acf5b10dd\", \"support\": 1075, \"avg_response\": 152158.86325581395}, {\"nom_6\": \"d213f48ed\", \"support\": 1073, \"avg_response\": 145460.0587138863}, {\"nom_6\": \"395941181\", \"support\": 1070, \"avg_response\": 148232.92056074768}, {\"nom_6\": \"508ff88dc\", \"support\": 1064, \"avg_response\": 149407.13627819548}, {\"nom_6\": \"32be571ee\", \"support\": 1062, \"avg_response\": 151665.2900188324}, {\"nom_6\": \"b69c236cb\", \"support\": 1061, \"avg_response\": 146899.98020735156}, {\"nom_6\": \"3e44d44eb\", \"support\": 1060, \"avg_response\": 150017.0924528302}, {\"nom_6\": \"73dd803d0\", \"support\": 1057, \"avg_response\": 146624.0425733207}, {\"nom_6\": \"0bcb379d8\", \"support\": 1054, \"avg_response\": 153196.8557874763}, {\"nom_6\": \"4daee3baf\", \"support\": 1053, \"avg_response\": 146918.14339981007}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 318.5}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_47f5290a08f356fe/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_47f5290a08f356fe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ea044d0680a9a9590322e3782e8639e6ab422d14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_47f5290a08f356fe/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:54.144134+00:00", + "ended_at": "2026-05-04T07:37:54.469014+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_47f5290a08f356fe", + "problem_id": "v2p_c14_d12a7fe119c083ae", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=id, key_col=nom_6.", + "bindings": { + "key_col": "nom_6", + "measure_col": "id", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_47f5290a08f356fe.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_47f5290a08f356fe/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_47f5290a08f356fe/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_47f5290a08f356fe/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_47f72dc4a9768029/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_47f72dc4a9768029/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5a21b64a87fca00d4e942e9327f9d05219d1825 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_47f72dc4a9768029/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "g", "support": 36405, "support_share": 0.12135, "support_rank": 1}, {"value_label": "l", "support": 36124, "support_share": 0.12041333333333333, "support_rank": 2}, {"value_label": "a", "support": 35276, "support_share": 0.11758666666666667, "support_rank": 3}, {"value_label": "k", "support": 28619, "support_share": 0.09539666666666667, "support_rank": 4}, {"value_label": "i", "support": 28048, "support_share": 0.09349333333333333, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_47f72dc4a9768029/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_47f72dc4a9768029/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8db1a52fa81555c57d140fdc113ce27cff96f782 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_47f72dc4a9768029/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_47f72dc4a9768029 +-- problem_id: v2p_c14_cb740e6987392a60 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_3" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_3" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_47f72dc4a9768029/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_47f72dc4a9768029/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a82e1633181879f6d11fe7c9180aca87984bbe66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_47f72dc4a9768029/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c14_47f72dc4a9768029\n-- problem_id: v2p_c14_cb740e6987392a60\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"ord_3\" AS value_label, COUNT(*) AS support\n FROM \"c14\"\n GROUP BY \"ord_3\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c14_47f72dc4a9768029\\n-- problem_id: v2p_c14_cb740e6987392a60\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"ord_3\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c14\\\"\\n GROUP BY \\\"ord_3\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"g\", \"support\": 36405, \"support_share\": 0.12135, \"support_rank\": 1}, {\"value_label\": \"l\", \"support\": 36124, \"support_share\": 0.12041333333333333, \"support_rank\": 2}, {\"value_label\": \"a\", \"support\": 35276, \"support_share\": 0.11758666666666667, \"support_rank\": 3}, {\"value_label\": \"k\", \"support\": 28619, \"support_share\": 0.09539666666666667, \"support_rank\": 4}, {\"value_label\": \"i\", \"support\": 28048, \"support_share\": 0.09349333333333333, \"support_rank\": 5}, {\"value_label\": \"h\", \"support\": 24740, \"support_share\": 0.08246666666666666, \"support_rank\": 6}, {\"value_label\": \"j\", \"support\": 24647, \"support_share\": 0.08215666666666667, \"support_rank\": 7}, {\"value_label\": \"f\", \"support\": 22384, \"support_share\": 0.07461333333333334, \"support_rank\": 8}, {\"value_label\": \"e\", \"support\": 21331, \"support_share\": 0.07110333333333334, \"support_rank\": 9}, {\"value_label\": \"b\", \"support\": 11916, \"support_share\": 0.03972, \"support_rank\": 10}, {\"value_label\": \"o\", \"support\": 11320, \"support_share\": 0.037733333333333334, \"support_rank\": 11}, {\"value_label\": \"d\", \"support\": 7904, \"support_share\": 0.026346666666666668, \"support_rank\": 12}, {\"value_label\": \"c\", \"support\": 6944, \"support_share\": 0.023146666666666666, \"support_rank\": 13}, {\"value_label\": \"n\", \"support\": 4014, \"support_share\": 0.01338, \"support_rank\": 14}, {\"value_label\": \"m\", \"support\": 328, \"support_share\": 0.0010933333333333333, \"support_rank\": 15}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 235.27}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_47f72dc4a9768029/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_47f72dc4a9768029/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d15715389cf4feab10b2fe75282a5325c9683eb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_47f72dc4a9768029/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:50.565328+00:00", + "ended_at": "2026-05-04T07:37:50.804526+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_47f72dc4a9768029", + "problem_id": "v2p_c14_cb740e6987392a60", + "dataset_id": "c14", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=ord_3.", + "bindings": { + "group_col": "ord_3" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=14", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 14, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_47f72dc4a9768029.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_47f72dc4a9768029/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_47f72dc4a9768029/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_47f72dc4a9768029/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4c801cd75fd87e62/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4c801cd75fd87e62/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f56286436223b1a607ff453733f69ae8866b9cba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4c801cd75fd87e62/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"nom_5": "f7821e391", "support": 2801, "avg_response": 3.038200642627633}, {"nom_5": "06eeaf0aa", "support": 2750, "avg_response": 2.9632727272727273}, {"nom_5": "472efea17", "support": 2729, "avg_response": 3.005130084279956}, {"nom_5": "20b10a832", "support": 2725, "avg_response": 3.01651376146789}, {"nom_5": "b97f51ac4", "support": 2717, "avg_response": 3.014354066985646}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4c801cd75fd87e62/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4c801cd75fd87e62/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d80611035e91a0493390021cf12adf88bd79cee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4c801cd75fd87e62/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_4c801cd75fd87e62 +-- problem_id: v2p_c14_202f23104c3b59db +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_5", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "c14" +GROUP BY "nom_5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4c801cd75fd87e62/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4c801cd75fd87e62/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..01ceda12e0c19ac1a5a82f6dc291635a4a3d1cb3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4c801cd75fd87e62/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_4c801cd75fd87e62\n-- problem_id: v2p_c14_202f23104c3b59db\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_5\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_4c801cd75fd87e62\\n-- problem_id: v2p_c14_202f23104c3b59db\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_5\", \"support\", \"avg_response\"], \"rows\": [{\"nom_5\": \"f7821e391\", \"support\": 2801, \"avg_response\": 3.038200642627633}, {\"nom_5\": \"06eeaf0aa\", \"support\": 2750, \"avg_response\": 2.9632727272727273}, {\"nom_5\": \"472efea17\", \"support\": 2729, \"avg_response\": 3.005130084279956}, {\"nom_5\": \"20b10a832\", \"support\": 2725, \"avg_response\": 3.01651376146789}, {\"nom_5\": \"b97f51ac4\", \"support\": 2717, \"avg_response\": 3.014354066985646}, {\"nom_5\": \"475e79160\", \"support\": 2714, \"avg_response\": 2.987472365512159}, {\"nom_5\": \"778fdbe56\", \"support\": 2692, \"avg_response\": 2.9375928677563152}, {\"nom_5\": \"416a8f3ab\", \"support\": 2683, \"avg_response\": 3.1334327245620575}, {\"nom_5\": \"6c90f81cd\", \"support\": 2674, \"avg_response\": 2.9345549738219896}, {\"nom_5\": \"5a466e166\", \"support\": 2673, \"avg_response\": 3.028058361391695}, {\"nom_5\": \"640e1fdd5\", \"support\": 2670, \"avg_response\": 2.9715355805243444}, {\"nom_5\": \"72f8028dc\", \"support\": 2663, \"avg_response\": 3.0093879083740145}, {\"nom_5\": \"e9f44a509\", \"support\": 2653, \"avg_response\": 2.9939690915944213}, {\"nom_5\": \"4845cc770\", \"support\": 2650, \"avg_response\": 2.9856603773584904}, {\"nom_5\": \"4e28ceffa\", \"support\": 2643, \"avg_response\": 2.9712447975785095}, {\"nom_5\": \"46cab09da\", \"support\": 2639, \"avg_response\": 3.031451307313376}, {\"nom_5\": \"83b38aa6b\", \"support\": 2630, \"avg_response\": 2.981749049429658}, {\"nom_5\": \"2ff007c26\", \"support\": 2630, \"avg_response\": 2.9608365019011407}, {\"nom_5\": \"de04b8750\", \"support\": 2613, \"avg_response\": 2.9969383849980864}, {\"nom_5\": \"eb69430d6\", \"support\": 2603, \"avg_response\": 3.0169035728006146}, {\"nom_5\": \"5a94fc1d9\", \"support\": 2597, \"avg_response\": 3.000385059684251}, {\"nom_5\": \"50f116bcf\", \"support\": 2594, \"avg_response\": 2.9672320740169624}, {\"nom_5\": \"908a1b9c9\", \"support\": 2579, \"avg_response\": 3.0093059325319893}, {\"nom_5\": \"bd40c81f3\", \"support\": 2577, \"avg_response\": 3.008537058595266}, {\"nom_5\": \"66669a44f\", \"support\": 2554, \"avg_response\": 2.96319498825372}, {\"nom_5\": \"9ad6558d1\", \"support\": 2545, \"avg_response\": 2.9905697445972494}, {\"nom_5\": \"0b3bec656\", \"support\": 2535, \"avg_response\": 3.0386587771203155}, {\"nom_5\": \"3263bdce5\", \"support\": 2524, \"avg_response\": 2.972662440570523}, {\"nom_5\": \"30a15b6bd\", \"support\": 2477, \"avg_response\": 3.0262414210738795}, {\"nom_5\": \"3685a0904\", \"support\": 2457, \"avg_response\": 2.9552299552299552}, {\"nom_5\": \"e70a6270d\", \"support\": 2449, \"avg_response\": 2.9657002858309514}, {\"nom_5\": \"91bde92fa\", \"support\": 2433, \"avg_response\": 2.9728729963008633}, {\"nom_5\": \"115a252ba\", \"support\": 2399, \"avg_response\": 3.0529387244685284}, {\"nom_5\": \"df51b96fc\", \"support\": 2391, \"avg_response\": 3.0020911752404853}, {\"nom_5\": \"5b1a9f841\", \"support\": 2389, \"avg_response\": 2.960652992884052}, {\"nom_5\": \"8dcf8adfb\", \"support\": 2387, \"avg_response\": 3.04817762882279}, {\"nom_5\": \"0dee9b39a\", \"support\": 2349, \"avg_response\": 3.071945508727118}, {\"nom_5\": \"6cd0619e0\", \"support\": 2346, \"avg_response\": 3.0336743393009376}, {\"nom_5\": \"2979f0d45\", \"support\": 2344, \"avg_response\": 2.9790955631399316}, {\"nom_5\": \"30a530eab\", \"support\": 2325, \"avg_response\": 2.9479569892473116}, {\"nom_5\": \"2cadfed8e\", \"support\": 2289, \"avg_response\": 2.9301004805591964}, {\"nom_5\": \"f50eb07ae\", \"support\": 2278, \"avg_response\": 2.957857769973661}, {\"nom_5\": \"b0faff28f\", \"support\": 2262, \"avg_response\": 3.076923076923077}, {\"nom_5\": \"be4578201\", \"support\": 2230, \"avg_response\": 3.0035874439461883}, {\"nom_5\": \"a3f640358\", \"support\": 2229, \"avg_response\": 3.018393898609242}, {\"nom_5\": \"60a44c8f4\", \"support\": 2223, \"avg_response\": 2.885290148448043}, {\"nom_5\": \"e7d9ca356\", \"support\": 2214, \"avg_response\": 3.0573622402890694}, {\"nom_5\": \"159a7306f\", \"support\": 2168, \"avg_response\": 3.0092250922509227}, {\"nom_5\": \"0de4acd31\", \"support\": 2139, \"avg_response\": 2.941561477325853}, {\"nom_5\": \"5d18641ff\", \"support\": 2121, \"avg_response\": 3.104196133899104}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 338.15}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4c801cd75fd87e62/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4c801cd75fd87e62/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..09866fc99ac3f1949bf8ab5f1b8ade6bc0f67865 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4c801cd75fd87e62/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:53.457728+00:00", + "ended_at": "2026-05-04T07:37:53.798740+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_4c801cd75fd87e62", + "problem_id": "v2p_c14_202f23104c3b59db", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=day, key_col=nom_5.", + "bindings": { + "key_col": "nom_5", + "measure_col": "day", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_4c801cd75fd87e62.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4c801cd75fd87e62/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4c801cd75fd87e62/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4c801cd75fd87e62/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8363ed64e7df927392c495c8d4f18bb37d560463 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11876, "bytes_utf8": 11876, "lines": 398, "estimated_tokens": 3801}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 23890, "cached_input_tokens": 19840, "output_tokens": 143}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d7edc76b13a00568d0e39b4cc8c940c512f685d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_4ee03d6952d61692", + "api_calls": 0, + "input_tokens": 23890, + "cached_input_tokens": 19840, + "output_tokens": 143, + "total_tokens": 24033, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3801, + "estimated_output_tokens": 127, + "estimated_total_tokens": 3928, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13392.99, + "sql_execution_elapsed_ms_total": 96.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_4ee03d6952d61692\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7943109985d3b6857373ec7eb55ca3872678bdc0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:08:55.013403+00:00", + "ended_at": "2026-05-04T07:09:08.406862+00:00", + "elapsed_ms": 13392.99, + "prompt_metrics": { + "chars": 11876, + "bytes_utf8": 11876, + "lines": 398, + "estimated_tokens": 3801 + }, + "stdout_metrics": { + "chars": 789, + "bytes_utf8": 789, + "lines": 4, + "estimated_tokens": 233 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13227 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 463, + "bytes_utf8": 463, + "lines": 1, + "estimated_tokens": 127 + }, + "usage": { + "input_tokens": 23890, + "cached_input_tokens": 19840, + "output_tokens": 143 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ff6d4e06817cea3a8226e22d3f70ae9b86054a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=nom_3.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "nom_3", + "predicate_col": "nom_6", + "predicate_op": "=", + "predicate_value": "9a70de492", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..71bc0fc94c258ab3d4ff373cbaecb11ecff3b014 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d1-8c42-7363-802f-c0127136903b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"nom_3\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_6\\\" = '9a70de492'\\nGROUP BY \\\"nom_3\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"nom_3\\\", predicate_col=\\\"nom_6\\\", predicate_value='9a70de492', and top_k=12. Query is single-table, SQLite-compatible, and quotes identifiers with double quotes.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23890,"cached_input_tokens":19840,"output_tokens":143}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d9d2c1d2e3cd5f2cbbcc261ef983cfd05b4e96f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"nom_3\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"nom_6\" = '9a70de492'\nGROUP BY \"nom_3\"\nORDER BY support DESC\nLIMIT 12;","notes":"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\"nom_3\", predicate_col=\"nom_6\", predicate_value='9a70de492', and top_k=12. Query is single-table, SQLite-compatible, and quotes identifiers with double quotes."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fd1b79765fc8514dc8e4afb7ecf28fb930e0142 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:08:55.335534Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:08:57.911535Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:09:07.714706Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..beaf8af3fe58a9fbc2f085cf972ecd3b71e9c700 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=nom_3. +Result preview: [{"nom_3": "Russia", "support": 43}, {"nom_3": "China", "support": 13}, {"nom_3": "Canada", "support": 12}, {"nom_3": "Finland", "support": 9}, {"nom_3": "Costa Rica", "support": 8}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb1250fef051e2ff3b4d3f0f14c0e8757d25b22e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_4ee03d6952d61692 +-- problem_id: v2p_c14_90de6a08698c7353 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_3", COUNT(*) AS support +FROM "c14" +WHERE "nom_6" = '9a70de492' +GROUP BY "nom_3" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a39da9a8b2071c6fa7eda7df6c82cd6a73409e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"nom_3\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"nom_6\" = '9a70de492'\nGROUP BY \"nom_3\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"nom_3\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_6\\\" = '9a70de492'\\nGROUP BY \\\"nom_3\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"nom_3\", \"support\"], \"rows\": [{\"nom_3\": \"Russia\", \"support\": 43}, {\"nom_3\": \"China\", \"support\": 13}, {\"nom_3\": \"Canada\", \"support\": 12}, {\"nom_3\": \"Finland\", \"support\": 9}, {\"nom_3\": \"Costa Rica\", \"support\": 8}, {\"nom_3\": \"India\", \"support\": 7}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 96.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..76e0bf407dc853716ab63733018710a0835f1d3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:08:54.957207+00:00", + "ended_at": "2026-05-04T07:09:08.540499+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_4ee03d6952d61692", + "problem_id": "v2p_c14_90de6a08698c7353", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=nom_3.", + "bindings": { + "group_col": "nom_3", + "predicate_col": "nom_6", + "predicate_op": "=", + "predicate_value": "9a70de492", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_4ee03d6952d61692.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_4ee03d6952d61692", + "api_calls": 0, + "input_tokens": 23890, + "cached_input_tokens": 19840, + "output_tokens": 143, + "total_tokens": 24033, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3801, + "estimated_output_tokens": 127, + "estimated_total_tokens": 3928, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13392.99, + "sql_execution_elapsed_ms_total": 96.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_4ee03d6952d61692\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..46983adcce619db250e96de1667bed77e363ab31 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_4ee03d6952d61692/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:09:08.425504+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13392.99, "started_at": "2026-05-04T07:08:55.013403+00:00", "ended_at": "2026-05-04T07:09:08.406862+00:00", "prompt_metrics": {"chars": 11876, "bytes_utf8": 11876, "lines": 398, "estimated_tokens": 3801}, "response_metrics": {"chars": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 23890, "cached_input_tokens": 19840, "output_tokens": 143}, "stderr_preview": "2026-05-04T07:08:55.335534Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:08:57.911535Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_4.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "bin_4", + "entity_col": "nom_8", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_503cf14d2d3b0d1a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_503cf14d2d3b0d1a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f410100679bbf7310a13196594e50614c9aae31c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_503cf14d2d3b0d1a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d5-901b-7ca0-83a3-163cc52ebc0b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bin_4\\\", COUNT(DISTINCT \\\"nom_8\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 16;\",\"notes\":\"Used the provided template with bound roles group_col=\\\"bin_4\\\" and entity_col=\\\"nom_8\\\" on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23866,"cached_input_tokens":2432,"output_tokens":110}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_503cf14d2d3b0d1a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_503cf14d2d3b0d1a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d79c5c42ae9d062b502358d19f2f17467ed067de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_503cf14d2d3b0d1a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bin_4\", COUNT(DISTINCT \"nom_8\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_4\"\nORDER BY distinct_entities DESC\nLIMIT 16;","notes":"Used the provided template with bound roles group_col=\"bin_4\" and entity_col=\"nom_8\" on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_503cf14d2d3b0d1a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_503cf14d2d3b0d1a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0810b757c43a97d05b5639c3fd668f1a1919c1f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_503cf14d2d3b0d1a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:13:18.503614Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:13:20.782707Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:13:29.248958Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_503cf14d2d3b0d1a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_503cf14d2d3b0d1a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..edf0fb7c39109ae1d0c8382c8fbc68b42324a690 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_503cf14d2d3b0d1a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_4. +Result preview: [{"bin_4": "Y", "distinct_entities": 2213}, {"bin_4": "N", "distinct_entities": 2205}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_503cf14d2d3b0d1a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_503cf14d2d3b0d1a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0234c2c41a29dc517cf8ce5cf9bf9491ce26d5f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_503cf14d2d3b0d1a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c14_503cf14d2d3b0d1a +-- problem_id: v2p_c14_412ea8b490fb2586 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_4", COUNT(DISTINCT "nom_8") AS distinct_entities +FROM "c14" +GROUP BY "bin_4" +ORDER BY distinct_entities DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_503cf14d2d3b0d1a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_503cf14d2d3b0d1a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f24d8b1436b2c608c2502770d2bcfb56e4f5d064 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_503cf14d2d3b0d1a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bin_4\", COUNT(DISTINCT \"nom_8\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_4\"\nORDER BY distinct_entities DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bin_4\\\", COUNT(DISTINCT \\\"nom_8\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 16;\", \"columns\": [\"bin_4\", \"distinct_entities\"], \"rows\": [{\"bin_4\": \"Y\", \"distinct_entities\": 2213}, {\"bin_4\": \"N\", \"distinct_entities\": 2205}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 342.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_503cf14d2d3b0d1a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_503cf14d2d3b0d1a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2a0f9b9c3ac792452e619e0637d8529437e83751 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_503cf14d2d3b0d1a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:13:18.169915+00:00", + "ended_at": "2026-05-04T07:13:30.473794+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_503cf14d2d3b0d1a", + "problem_id": "v2p_c14_412ea8b490fb2586", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_4.", + "bindings": { + "group_col": "bin_4", + "entity_col": "nom_8", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_503cf14d2d3b0d1a.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_503cf14d2d3b0d1a", + "api_calls": 0, + "input_tokens": 23866, + "cached_input_tokens": 2432, + "output_tokens": 110, + "total_tokens": 23976, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3777, + "estimated_output_tokens": 94, + "estimated_total_tokens": 3871, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11866.07, + "sql_execution_elapsed_ms_total": 342.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_503cf14d2d3b0d1a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_503cf14d2d3b0d1a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_503cf14d2d3b0d1a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c629b963aa49234ab61e219fb2cdd352a7fc7ed1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_503cf14d2d3b0d1a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:13:30.122538+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11866.07, "started_at": "2026-05-04T07:13:18.237290+00:00", "ended_at": "2026-05-04T07:13:30.103519+00:00", "prompt_metrics": {"chars": 11806, "bytes_utf8": 11806, "lines": 396, "estimated_tokens": 3777}, "response_metrics": {"chars": 332, "bytes_utf8": 332, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 23866, "cached_input_tokens": 2432, "output_tokens": 110}, "stderr_preview": "2026-05-04T07:13:18.503614Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:13:20.782707Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_52c15aab7186241b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_52c15aab7186241b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d0c46d9f14ccd3647126d09be7fcabe3e164e3df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_52c15aab7186241b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_52c15aab7186241b\n-- problem_id: v2p_c14_3c5856dcfd53ff94\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ord_5\",\n COUNT(*) AS support,\n AVG(\"month\") AS avg_response\nFROM \"c14\"\nGROUP BY \"ord_5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_52c15aab7186241b\\n-- problem_id: v2p_c14_3c5856dcfd53ff94\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ord_5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"month\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ord_5\", \"support\", \"avg_response\"], \"rows\": [{\"ord_5\": \"od\", \"support\": 5019, \"avg_response\": 5.800757122932855}, {\"ord_5\": \"fO\", \"support\": 3435, \"avg_response\": 5.78806404657933}, {\"ord_5\": \"Zq\", \"support\": 2926, \"avg_response\": 5.857826384142173}, {\"ord_5\": \"sD\", \"support\": 2880, \"avg_response\": 5.724652777777778}, {\"ord_5\": \"qP\", \"support\": 2854, \"avg_response\": 5.7680448493342675}, {\"ord_5\": \"Xi\", \"support\": 2840, \"avg_response\": 5.594366197183098}, {\"ord_5\": \"Gb\", \"support\": 2824, \"avg_response\": 5.764518413597734}, {\"ord_5\": \"TZ\", \"support\": 2798, \"avg_response\": 5.812723373838456}, {\"ord_5\": \"Bd\", \"support\": 2771, \"avg_response\": 5.768675568386864}, {\"ord_5\": \"on\", \"support\": 2764, \"avg_response\": 5.7731548480463095}, {\"ord_5\": \"ac\", \"support\": 2758, \"avg_response\": 5.892313270485859}, {\"ord_5\": \"uS\", \"support\": 2757, \"avg_response\": 5.89481320275662}, {\"ord_5\": \"ek\", \"support\": 2740, \"avg_response\": 5.75036496350365}, {\"ord_5\": \"CZ\", \"support\": 2735, \"avg_response\": 5.93528336380256}, {\"ord_5\": \"Eg\", \"support\": 2700, \"avg_response\": 5.815185185185185}, {\"ord_5\": \"PQ\", \"support\": 2688, \"avg_response\": 5.704241071428571}, {\"ord_5\": \"tP\", \"support\": 2674, \"avg_response\": 5.799551234106208}, {\"ord_5\": \"Qo\", \"support\": 2654, \"avg_response\": 5.720798794272795}, {\"ord_5\": \"gJ\", \"support\": 2633, \"avg_response\": 5.6992024306874285}, {\"ord_5\": \"AP\", \"support\": 2614, \"avg_response\": 5.6067329762815605}, {\"ord_5\": \"Xh\", \"support\": 2613, \"avg_response\": 5.790662074244164}, {\"ord_5\": \"hp\", \"support\": 2612, \"avg_response\": 5.790581929555896}, {\"ord_5\": \"bF\", \"support\": 2603, \"avg_response\": 5.805608912792931}, {\"ord_5\": \"kW\", \"support\": 2590, \"avg_response\": 5.845559845559846}, {\"ord_5\": \"Jc\", \"support\": 2572, \"avg_response\": 5.74144634525661}, {\"ord_5\": \"nh\", \"support\": 2543, \"avg_response\": 5.736531655524971}, {\"ord_5\": \"ri\", \"support\": 2538, \"avg_response\": 5.733254531126872}, {\"ord_5\": \"Ed\", \"support\": 2523, \"avg_response\": 5.810146650812524}, {\"ord_5\": \"cA\", \"support\": 2510, \"avg_response\": 5.7784860557768924}, {\"ord_5\": \"UO\", \"support\": 2508, \"avg_response\": 5.685007974481659}, {\"ord_5\": \"tM\", \"support\": 2497, \"avg_response\": 5.71605927112535}, {\"ord_5\": \"sV\", \"support\": 2467, \"avg_response\": 5.757600324280503}, {\"ord_5\": \"lx\", \"support\": 2445, \"avg_response\": 5.714519427402863}, {\"ord_5\": \"dP\", \"support\": 2438, \"avg_response\": 5.7764561115668585}, {\"ord_5\": \"MV\", \"support\": 2435, \"avg_response\": 5.663655030800822}, {\"ord_5\": \"Kq\", \"support\": 2431, \"avg_response\": 5.807075277663513}, {\"ord_5\": \"eQ\", \"support\": 2430, \"avg_response\": 5.68477366255144}, {\"ord_5\": \"su\", \"support\": 2421, \"avg_response\": 5.67699297810822}, {\"ord_5\": \"qo\", \"support\": 2409, \"avg_response\": 5.760066417600664}, {\"ord_5\": \"Qh\", \"support\": 2389, \"avg_response\": 5.757639179573043}, {\"ord_5\": \"be\", \"support\": 2382, \"avg_response\": 5.7350965575146935}, {\"ord_5\": \"aP\", \"support\": 2371, \"avg_response\": 5.818220160269928}, {\"ord_5\": \"zU\", \"support\": 2360, \"avg_response\": 5.889406779661017}, {\"ord_5\": \"Dx\", \"support\": 2337, \"avg_response\": 5.755669661959778}, {\"ord_5\": \"Sc\", \"support\": 2289, \"avg_response\": 5.745740498034076}, {\"ord_5\": \"xy\", \"support\": 2279, \"avg_response\": 5.7297060114085125}, {\"ord_5\": \"JX\", \"support\": 2276, \"avg_response\": 5.791300527240773}, {\"ord_5\": \"MC\", \"support\": 2268, \"avg_response\": 5.777777777777778}, {\"ord_5\": \"Wv\", \"support\": 2224, \"avg_response\": 5.801708633093525}, {\"ord_5\": \"aO\", \"support\": 2224, \"avg_response\": 5.714928057553957}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 309.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_52c15aab7186241b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_52c15aab7186241b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b518b74dc319dbf038511cdae7f033bdc882d64d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_52c15aab7186241b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:38:01.914796+00:00", + "ended_at": "2026-05-04T07:38:02.230188+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_52c15aab7186241b", + "problem_id": "v2p_c14_3c5856dcfd53ff94", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=month, key_col=ord_5.", + "bindings": { + "key_col": "ord_5", + "measure_col": "month", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=31", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 31, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_52c15aab7186241b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_52c15aab7186241b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_52c15aab7186241b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_52c15aab7186241b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b120b22a575c255f099b96f2636eaace5c391d8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11964, "bytes_utf8": 11964, "lines": 398, "estimated_tokens": 3825}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 521, "bytes_utf8": 521, "lines": 1, "estimated_tokens": 143}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 159}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..144c8f70d122efe09288b441b270562786984766 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_549b1b7d20957617", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 159, + "total_tokens": 24073, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 143, + "estimated_total_tokens": 3968, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12575.3, + "sql_execution_elapsed_ms_total": 360.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_549b1b7d20957617\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2df2d36ca49963618beafc3f5d1cb3e78b97fbfc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:16:53.859882+00:00", + "ended_at": "2026-05-04T07:17:06.435050+00:00", + "elapsed_ms": 12575.3, + "prompt_metrics": { + "chars": 11964, + "bytes_utf8": 11964, + "lines": 398, + "estimated_tokens": 3825 + }, + "stdout_metrics": { + "chars": 849, + "bytes_utf8": 849, + "lines": 4, + "estimated_tokens": 249 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13220 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 521, + "bytes_utf8": 521, + "lines": 1, + "estimated_tokens": 143 + }, + "usage": { + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 159 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8288f22ee6bec7b8cccf1684f42f5feab5aa879a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_0, measure_col=day.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "bin_0", + "measure_col": "day", + "entity_col": "nom_6", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa8f58c17fec8ff60bd62869999e8f9b6f4f2f1e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d8-da8c-7483-affc-45e8bee59803"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_0\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_6\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Grouped Summary Top-k template with bound roles group_col=bin_0, measure_col=day, entity_col=nom_6, and top_k=10. Cast \\\"day\\\" to REAL for a stable numeric average in SQLite because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":22912,"output_tokens":159}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28f3e72432a90dd24f8c564600dee32e20cb3dea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_0\",\n COUNT(*) AS support,\n AVG(CAST(\"day\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_6\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_0\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the provided Grouped Summary Top-k template with bound roles group_col=bin_0, measure_col=day, entity_col=nom_6, and top_k=10. Cast \"day\" to REAL for a stable numeric average in SQLite because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c0312af13e454639246117b777a261555f44b2a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:16:54.103732Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:16:56.750006Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:17:05.699888Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..318ca8e7e11a99d6806fde0b42eb839e2b308476 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_0, measure_col=day. +Result preview: [{"bin_0": "0", "support": 261749, "avg_measure": 3.0057727059129165, "distinct_entities": 522}, {"bin_0": "1", "support": 38251, "avg_measure": 3.0218033515463647, "distinct_entities": 521}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd51e65066583268323bf13742da60029d9ed219 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_549b1b7d20957617 +-- problem_id: v2p_c14_68074f9cd9850952 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", + COUNT(*) AS support, + AVG(CAST("day" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_6") AS distinct_entities +FROM "c14" +GROUP BY "bin_0" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c64531a1cdd9729f9e914a145955608bd4342f11 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_0\",\n COUNT(*) AS support,\n AVG(CAST(\"day\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_6\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_0\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_0\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_6\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"bin_0\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"bin_0\": \"0\", \"support\": 261749, \"avg_measure\": 3.0057727059129165, \"distinct_entities\": 522}, {\"bin_0\": \"1\", \"support\": 38251, \"avg_measure\": 3.0218033515463647, \"distinct_entities\": 521}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 360.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4dcba98f2194d7c327bf822a6003b04b4edc714b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:16:53.806520+00:00", + "ended_at": "2026-05-04T07:17:06.825876+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_549b1b7d20957617", + "problem_id": "v2p_c14_68074f9cd9850952", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_0, measure_col=day.", + "bindings": { + "group_col": "bin_0", + "measure_col": "day", + "entity_col": "nom_6", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_549b1b7d20957617.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_549b1b7d20957617", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 159, + "total_tokens": 24073, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 143, + "estimated_total_tokens": 3968, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12575.3, + "sql_execution_elapsed_ms_total": 360.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_549b1b7d20957617\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..87dd0cde55fba5ce5e335f6c847522633ef47256 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_549b1b7d20957617/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:17:06.453673+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12575.3, "started_at": "2026-05-04T07:16:53.859882+00:00", "ended_at": "2026-05-04T07:17:06.435050+00:00", "prompt_metrics": {"chars": 11964, "bytes_utf8": 11964, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 521, "bytes_utf8": 521, "lines": 1, "estimated_tokens": 143}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 159}, "stderr_preview": "2026-05-04T07:16:54.103732Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:16:56.750006Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=nom_2.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "nom_2", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54af13c510ba3e47/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54af13c510ba3e47/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..275fb675ff9f1dee2edcf3cbffcdf947daa50006 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54af13c510ba3e47/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e2-76d6-7170-af7a-70e174c787d9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"nom_2\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nORDER BY support ASC, \\\"nom_2\\\"\\nLIMIT 15;\",\"notes\":\"Applied the planned Low-Support Group Count template with group_col bound to \\\"nom_2\\\" and top_k set to 15 using SQLite-compatible single-table SELECT syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23849,"cached_input_tokens":23424,"output_tokens":136}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54af13c510ba3e47/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54af13c510ba3e47/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eac498a4117229edf626a960f1740587f42a1105 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54af13c510ba3e47/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"nom_2\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"nom_2\"\nORDER BY support ASC, \"nom_2\"\nLIMIT 15;","notes":"Applied the planned Low-Support Group Count template with group_col bound to \"nom_2\" and top_k set to 15 using SQLite-compatible single-table SELECT syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54af13c510ba3e47/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54af13c510ba3e47/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ece5c71d4eaee4b4a2678b90d09c1639932297f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54af13c510ba3e47/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:27:23.914062Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:27:26.245720Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:27:35.197628Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54af13c510ba3e47/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54af13c510ba3e47/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..62cf8f30396f9e46510cfe1be0d7a9f8f2ab1459 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54af13c510ba3e47/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=nom_2. +Result preview: [{"nom_2": "Hamster", "support": 29487}, {"nom_2": "Axolotl", "support": 36136}, {"nom_2": "Dog", "support": 37444}, {"nom_2": "Snake", "support": 45979}, {"nom_2": "Cat", "support": 49659}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54af13c510ba3e47/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54af13c510ba3e47/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..582c330bedb44a4ac2da3a33cf63b1bde82d6fae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54af13c510ba3e47/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_54af13c510ba3e47 +-- problem_id: v2p_c14_c4bb76560380e570 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_2", + COUNT(*) AS support +FROM "c14" +GROUP BY "nom_2" +ORDER BY support ASC, "nom_2" +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54af13c510ba3e47/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54af13c510ba3e47/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a17fc10a76c26ff8ff07de2b1e01a8cfefc2256e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54af13c510ba3e47/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"nom_2\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"nom_2\"\nORDER BY support ASC, \"nom_2\"\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"nom_2\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nORDER BY support ASC, \\\"nom_2\\\"\\nLIMIT 15;\", \"columns\": [\"nom_2\", \"support\"], \"rows\": [{\"nom_2\": \"Hamster\", \"support\": 29487}, {\"nom_2\": \"Axolotl\", \"support\": 36136}, {\"nom_2\": \"Dog\", \"support\": 37444}, {\"nom_2\": \"Snake\", \"support\": 45979}, {\"nom_2\": \"Cat\", \"support\": 49659}, {\"nom_2\": \"Lion\", \"support\": 101295}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 214.83}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54af13c510ba3e47/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54af13c510ba3e47/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..68c23df1f0412b7a1100dd0288ebda59d7b0c4e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54af13c510ba3e47/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:27:23.680325+00:00", + "ended_at": "2026-05-04T07:27:36.211645+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_54af13c510ba3e47", + "problem_id": "v2p_c14_c4bb76560380e570", + "dataset_id": "c14", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=nom_2.", + "bindings": { + "group_col": "nom_2", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=115" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_54af13c510ba3e47.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_54af13c510ba3e47", + "api_calls": 0, + "input_tokens": 23849, + "cached_input_tokens": 23424, + "output_tokens": 136, + "total_tokens": 23985, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3760, + "estimated_output_tokens": 98, + "estimated_total_tokens": 3858, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12232.72, + "sql_execution_elapsed_ms_total": 214.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_54af13c510ba3e47\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54af13c510ba3e47/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54af13c510ba3e47/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..773ffda6ac157ed8489e3166c3b0b2c28886c656 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54af13c510ba3e47/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:27:35.986680+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12232.72, "started_at": "2026-05-04T07:27:23.735045+00:00", "ended_at": "2026-05-04T07:27:35.967789+00:00", "prompt_metrics": {"chars": 11679, "bytes_utf8": 11679, "lines": 394, "estimated_tokens": 3760}, "response_metrics": {"chars": 357, "bytes_utf8": 357, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 23849, "cached_input_tokens": 23424, "output_tokens": 136}, "stderr_preview": "2026-05-04T07:27:23.914062Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:27:26.245720Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=ord_0, group_col_2=ord_2.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "ord_0", + "group_col_2": "ord_2", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54be875c7c691771/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54be875c7c691771/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a12fd7a013d51c3dfef6395e58d953f5ff3f4a37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54be875c7c691771/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e4-8add-7852-ac34-a402ace1f00a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_0\\\",\\n \\\"ord_2\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\", \\\"ord_2\\\"\\nORDER BY support ASC, \\\"ord_0\\\", \\\"ord_2\\\"\\nLIMIT 16;\",\"notes\":\"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"ord_0\\\", group_col_2=\\\"ord_2\\\", top_k=16 on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23920,"cached_input_tokens":22912,"output_tokens":138}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54be875c7c691771/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54be875c7c691771/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdb07fd5019faa37a2498d82a8468c005959853e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54be875c7c691771/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_0\",\n \"ord_2\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"ord_0\", \"ord_2\"\nORDER BY support ASC, \"ord_0\", \"ord_2\"\nLIMIT 16;","notes":"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=\"ord_0\", group_col_2=\"ord_2\", top_k=16 on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54be875c7c691771/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54be875c7c691771/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34c6d24e8e25145b48dda0f201729185a30ca367 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54be875c7c691771/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:29:40.182460Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:29:42.610382Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:29:50.662002Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54be875c7c691771/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54be875c7c691771/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b7f6686c7d660e158bcf923a5a486e2d4c478d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54be875c7c691771/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=ord_0, group_col_2=ord_2. +Result preview: [{"ord_0": "3", "ord_2": "Warm", "support": 2532}, {"ord_0": "3", "ord_2": "Hot", "support": 2812}, {"ord_0": "2", "ord_2": "Warm", "support": 4331}, {"ord_0": "3", "ord_2": "Cold", "support": 4343}, {"ord_0": "2", "ord_2": "Hot", "support": 4991}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54be875c7c691771/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54be875c7c691771/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a29495627191810b2261dcffb76e3933cb4eefce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54be875c7c691771/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_54be875c7c691771 +-- problem_id: v2p_c14_9d5ac3c85624ac75 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_0", + "ord_2", + COUNT(*) AS support +FROM "c14" +GROUP BY "ord_0", "ord_2" +ORDER BY support ASC, "ord_0", "ord_2" +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54be875c7c691771/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54be875c7c691771/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73d3a588f473102afd31a56a1350f6089912b25e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54be875c7c691771/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_0\",\n \"ord_2\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"ord_0\", \"ord_2\"\nORDER BY support ASC, \"ord_0\", \"ord_2\"\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_0\\\",\\n \\\"ord_2\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\", \\\"ord_2\\\"\\nORDER BY support ASC, \\\"ord_0\\\", \\\"ord_2\\\"\\nLIMIT 16;\", \"columns\": [\"ord_0\", \"ord_2\", \"support\"], \"rows\": [{\"ord_0\": \"3\", \"ord_2\": \"Warm\", \"support\": 2532}, {\"ord_0\": \"3\", \"ord_2\": \"Hot\", \"support\": 2812}, {\"ord_0\": \"2\", \"ord_2\": \"Warm\", \"support\": 4331}, {\"ord_0\": \"3\", \"ord_2\": \"Cold\", \"support\": 4343}, {\"ord_0\": \"2\", \"ord_2\": \"Hot\", \"support\": 4991}, {\"ord_0\": \"2\", \"ord_2\": \"Cold\", \"support\": 7611}, {\"ord_0\": \"3\", \"ord_2\": \"Boiling Hot\", \"support\": 7776}, {\"ord_0\": \"3\", \"ord_2\": \"Lava Hot\", \"support\": 8282}, {\"ord_0\": \"1\", \"ord_2\": \"Warm\", \"support\": 12791}, {\"ord_0\": \"3\", \"ord_2\": \"Freezing\", \"support\": 12971}, {\"ord_0\": \"2\", \"ord_2\": \"Boiling Hot\", \"support\": 13466}, {\"ord_0\": \"2\", \"ord_2\": \"Lava Hot\", \"support\": 14119}, {\"ord_0\": \"1\", \"ord_2\": \"Hot\", \"support\": 14424}, {\"ord_0\": \"1\", \"ord_2\": \"Cold\", \"support\": 21814}, {\"ord_0\": \"2\", \"ord_2\": \"Freezing\", \"support\": 21920}, {\"ord_0\": \"1\", \"ord_2\": \"Boiling Hot\", \"support\": 39385}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 491.23}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54be875c7c691771/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54be875c7c691771/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bea41020c0f15540df6ba215538bf202b5485537 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54be875c7c691771/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:29:36.513323+00:00", + "ended_at": "2026-05-04T07:29:52.093841+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_54be875c7c691771", + "problem_id": "v2p_c14_9d5ac3c85624ac75", + "dataset_id": "c14", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=ord_0, group_col_2=ord_2.", + "bindings": { + "group_col": "ord_0", + "group_col_2": "ord_2", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=126" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_54be875c7c691771.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_54be875c7c691771", + "api_calls": 0, + "input_tokens": 23920, + "cached_input_tokens": 22912, + "output_tokens": 138, + "total_tokens": 24058, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3831, + "estimated_output_tokens": 122, + "estimated_total_tokens": 3953, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15000.22, + "sql_execution_elapsed_ms_total": 491.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_54be875c7c691771\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54be875c7c691771/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54be875c7c691771/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f96b8bc53ad6dbcb29b40297f5ff5dc076185baf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_54be875c7c691771/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:29:51.593996+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15000.22, "started_at": "2026-05-04T07:29:36.570795+00:00", "ended_at": "2026-05-04T07:29:51.573114+00:00", "prompt_metrics": {"chars": 11853, "bytes_utf8": 11853, "lines": 396, "estimated_tokens": 3831}, "response_metrics": {"chars": 391, "bytes_utf8": 391, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 23920, "cached_input_tokens": 22912, "output_tokens": 138}, "stderr_preview": "2026-05-04T07:29:40.182460Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:29:42.610382Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_4, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "nom_4", + "target_col": "target", + "target_value": "1", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..45627a4dc9b381e96c7f1c943dbaecc39a2a6e13 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dc-7c94-7640-bd26-f654b1169dd8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_4\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Applied the requested template with group_col=\\\"nom_4\\\", target_col=\\\"target\\\", target_value='1', min_support=4, and top_k=19.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":22912,"output_tokens":196}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..558f537b1a2fa8d757e22e38944a44a73b41971e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_4\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_4\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;","notes":"Applied the requested template with group_col=\"nom_4\", target_col=\"target\", target_value='1', min_support=4, and top_k=19."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0f8c2676e8a683b79f96b8d01534b6ec10dc4bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:20:52.188771Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:20:54.625500Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:21:07.056195Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7ebc1c378c46b349dbc7889bdcf9ce2c6b0cc0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_4, target_col=target. +Result preview: [{"nom_4": "Theremin", "support": 54742, "focus_rate": 0.3539512622849001}, {"nom_4": "Oboe", "support": 92293, "focus_rate": 0.3294724410301973}, {"nom_4": "Piano", "support": 84517, "focus_rate": 0.30416365938213613}, {"nom_4": "Bassoon", "support": 68448, "focus_rate": 0.2377425198690977}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aff55bf038c6047e9d7dd58dc64da9e65bf6925d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_5759728649920790 +-- problem_id: v2p_c14_08f7ada4386d32f0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_4", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_4" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e442b610934e26498dc10ab719cbfd76bbcd4f96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_4\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_4\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_4\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\", \"columns\": [\"nom_4\", \"support\", \"focus_rate\"], \"rows\": [{\"nom_4\": \"Theremin\", \"support\": 54742, \"focus_rate\": 0.3539512622849001}, {\"nom_4\": \"Oboe\", \"support\": 92293, \"focus_rate\": 0.3294724410301973}, {\"nom_4\": \"Piano\", \"support\": 84517, \"focus_rate\": 0.30416365938213613}, {\"nom_4\": \"Bassoon\", \"support\": 68448, \"focus_rate\": 0.2377425198690977}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 366.36}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d43d8701330ed54a78f9421741dc75756ad70ca0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:20:51.911572+00:00", + "ended_at": "2026-05-04T07:21:08.282583+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_5759728649920790", + "problem_id": "v2p_c14_08f7ada4386d32f0", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_4, target_col=target.", + "bindings": { + "group_col": "nom_4", + "target_col": "target", + "target_value": "1", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_5759728649920790.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_5759728649920790", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 196, + "total_tokens": 24148, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 129, + "estimated_total_tokens": 3992, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15897.28, + "sql_execution_elapsed_ms_total": 366.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_5759728649920790\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf4928b6c837083f39dd368d8db3efbfb4f65296 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:21:07.907384+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15897.28, "started_at": "2026-05-04T07:20:51.981036+00:00", "ended_at": "2026-05-04T07:21:07.878156+00:00", "prompt_metrics": {"chars": 12023, "bytes_utf8": 12023, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 23952, "cached_input_tokens": 22912, "output_tokens": 196}, "stderr_preview": "2026-05-04T07:20:52.188771Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:20:54.625500Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Applied the requested template with group_col=\\\"nom_4\\\", target_col=\\\"target\\\", target_value='1', min_support=4, and top_k=19.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..abf6140a4fc7e7fde381f34f9256c25b08354a8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5759728649920790/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_5759728649920790", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 196, + "total_tokens": 24148, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 129, + "estimated_total_tokens": 3992, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15897.28, + "sql_execution_elapsed_ms_total": 366.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_5759728649920790\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0dc6ed3e49751ba19725f212abc474012eeda395 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11971, "bytes_utf8": 11971, "lines": 398, "estimated_tokens": 3829}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 528, "bytes_utf8": 528, "lines": 1, "estimated_tokens": 145}, "usage": {"input_tokens": 23918, "cached_input_tokens": 22912, "output_tokens": 189}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f3599f38511d4ef5ce96b910d2ca639f57dafcf9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_597e94450482a0ee", + "api_calls": 0, + "input_tokens": 23918, + "cached_input_tokens": 22912, + "output_tokens": 189, + "total_tokens": 24107, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3829, + "estimated_output_tokens": 145, + "estimated_total_tokens": 3974, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12345.22, + "sql_execution_elapsed_ms_total": 429.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_597e94450482a0ee\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..300427c0f810ee2c42f5b1c5997d0cf647ea4a19 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:18:38.146030+00:00", + "ended_at": "2026-05-04T07:18:50.488407+00:00", + "elapsed_ms": 12345.22, + "prompt_metrics": { + "chars": 11971, + "bytes_utf8": 11971, + "lines": 398, + "estimated_tokens": 3829 + }, + "stdout_metrics": { + "chars": 868, + "bytes_utf8": 868, + "lines": 4, + "estimated_tokens": 261 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13273 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 528, + "bytes_utf8": 528, + "lines": 1, + "estimated_tokens": 145 + }, + "usage": { + "input_tokens": 23918, + "cached_input_tokens": 22912, + "output_tokens": 189 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fb7859395df79919a4152fabdcbbb3b1eda72f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_3, measure_col=ord_0.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "bin_3", + "measure_col": "ord_0", + "entity_col": "nom_9", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e032e7876fde8fb758190bf76f81bd1e62751e6b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1da-71cc-7a21-9ffa-120556f422b8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_3\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_9\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the provided Grouped Summary Top-k template with group_col=\\\"bin_3\\\", measure_col=\\\"ord_0\\\", entity_col=\\\"nom_9\\\", and top_k=18. Cast \\\"ord_0\\\" to REAL for SQLite-compatible averaging because the schema snapshot shows it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23918,"cached_input_tokens":22912,"output_tokens":189}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..46d81b2bfdb55fb10c945310ea9612b1ef25bec6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_3\",\n COUNT(*) AS support,\n AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_9\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_3\"\nORDER BY support DESC\nLIMIT 18;","notes":"Used the provided Grouped Summary Top-k template with group_col=\"bin_3\", measure_col=\"ord_0\", entity_col=\"nom_9\", and top_k=18. Cast \"ord_0\" to REAL for SQLite-compatible averaging because the schema snapshot shows it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..abdeda96088ac634808f3803a34a20c83402ac4e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:18:38.385905Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:18:40.919857Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:18:49.540257Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e9f10e794333df187f1d49a4332a3f22c643a6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_3, measure_col=ord_0. +Result preview: [{"bin_3": "T", "support": 153535, "avg_measure": 1.4796951835086463, "distinct_entities": 11739}, {"bin_3": "F", "support": 146465, "avg_measure": 1.4794319461987506, "distinct_entities": 11727}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd1e1698d1834316ffe2ea0a89257ea1d20504bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_597e94450482a0ee +-- problem_id: v2p_c14_79f5d223eee5d7b4 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", + COUNT(*) AS support, + AVG(CAST("ord_0" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_9") AS distinct_entities +FROM "c14" +GROUP BY "bin_3" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99326a54ce09fc6810cc1bd6024d26d275c5c858 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_3\",\n COUNT(*) AS support,\n AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_9\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_3\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_3\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_9\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"bin_3\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"bin_3\": \"T\", \"support\": 153535, \"avg_measure\": 1.4796951835086463, \"distinct_entities\": 11739}, {\"bin_3\": \"F\", \"support\": 146465, \"avg_measure\": 1.4794319461987506, \"distinct_entities\": 11727}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 429.95}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..33594e205a6ffb79d47175aa9926888cc63e279f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:18:38.082027+00:00", + "ended_at": "2026-05-04T07:18:50.957949+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_597e94450482a0ee", + "problem_id": "v2p_c14_79f5d223eee5d7b4", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_3, measure_col=ord_0.", + "bindings": { + "group_col": "bin_3", + "measure_col": "ord_0", + "entity_col": "nom_9", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=93" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_597e94450482a0ee.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_597e94450482a0ee", + "api_calls": 0, + "input_tokens": 23918, + "cached_input_tokens": 22912, + "output_tokens": 189, + "total_tokens": 24107, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3829, + "estimated_output_tokens": 145, + "estimated_total_tokens": 3974, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12345.22, + "sql_execution_elapsed_ms_total": 429.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_597e94450482a0ee\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98028b6d83002796720f5005af7b72a66134e195 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_597e94450482a0ee/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:18:50.512678+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12345.22, "started_at": "2026-05-04T07:18:38.146030+00:00", "ended_at": "2026-05-04T07:18:50.488407+00:00", "prompt_metrics": {"chars": 11971, "bytes_utf8": 11971, "lines": 398, "estimated_tokens": 3829}, "response_metrics": {"chars": 528, "bytes_utf8": 528, "lines": 1, "estimated_tokens": 145}, "usage": {"input_tokens": 23918, "cached_input_tokens": 22912, "output_tokens": 189}, "stderr_preview": "2026-05-04T07:18:38.385905Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:18:40.919857Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_0, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "ord_0", + "target_col": "target", + "target_value": "0", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2f1e1dfb0f915104fcfa0515e4d7536cc371398 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dc-ebe7-74c2-84ef-93f1e8baa95d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"ord_0\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Uses the required Tail Target-Rate Extremes template with group_col bound to \\\"ord_0\\\" and target_col bound to \\\"target\\\", measuring the rate of target='0' per ord_0 group with the provided minimum support and top_k.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23953,"cached_input_tokens":23424,"output_tokens":194}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b06427a4c481d1020d828ef19a2899af705831e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"ord_0\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"ord_0\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;","notes":"Uses the required Tail Target-Rate Extremes template with group_col bound to \"ord_0\" and target_col bound to \"target\", measuring the rate of target='0' per ord_0 group with the provided minimum support and top_k."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e80e18c3094f79fcb6157713e1732327aeea26a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:21:20.699331Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:21:24.154647Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:21:32.638937Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..918e9c0b221d62888ddbea660fcf31bdea57f219 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_0, target_col=target. +Result preview: [{"ord_0": "1", "support": 194846, "focus_rate": 0.721831600340782}, {"ord_0": "2", "support": 66438, "focus_rate": 0.6653120202293868}, {"ord_0": "3", "support": 38716, "focus_rate": 0.6040913317491476}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e92872e36263e1755bba80091ecb67e6bab66410 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_59be3056f9106aef +-- problem_id: v2p_c14_2120e9b2b8772e81 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_0", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "ord_0" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae48f001cac05ac25cf758e8eea5fab7cd5be7b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"ord_0\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"ord_0\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"ord_0\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\", \"columns\": [\"ord_0\", \"support\", \"focus_rate\"], \"rows\": [{\"ord_0\": \"1\", \"support\": 194846, \"focus_rate\": 0.721831600340782}, {\"ord_0\": \"2\", \"support\": 66438, \"focus_rate\": 0.6653120202293868}, {\"ord_0\": \"3\", \"support\": 38716, \"focus_rate\": 0.6040913317491476}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 250.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4ae059534dc866b0d3fffa2a1d2ed92733560e45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:21:20.428006+00:00", + "ended_at": "2026-05-04T07:21:33.813257+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_59be3056f9106aef", + "problem_id": "v2p_c14_2120e9b2b8772e81", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_0, target_col=target.", + "bindings": { + "group_col": "ord_0", + "target_col": "target", + "target_value": "0", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_59be3056f9106aef.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_59be3056f9106aef", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 23424, + "output_tokens": 194, + "total_tokens": 24147, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 146, + "estimated_total_tokens": 4010, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13044.1, + "sql_execution_elapsed_ms_total": 250.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_59be3056f9106aef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc890e2b2b8825e5807fb3fa6bd2fb7dfdb8c85a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:21:33.553359+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13044.1, "started_at": "2026-05-04T07:21:20.488464+00:00", "ended_at": "2026-05-04T07:21:33.532385+00:00", "prompt_metrics": {"chars": 12026, "bytes_utf8": 12026, "lines": 397, "estimated_tokens": 3864}, "response_metrics": {"chars": 510, "bytes_utf8": 510, "lines": 1, "estimated_tokens": 146}, "usage": {"input_tokens": 23953, "cached_input_tokens": 23424, "output_tokens": 194}, "stderr_preview": "2026-05-04T07:21:20.699331Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:21:24.154647Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Uses the required Tail Target-Rate Extremes template with group_col bound to \\\"ord_0\\\" and target_col bound to \\\"target\\\", measuring the rate of target='0' per ord_0 group with the provided minimum support and top_k.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2e16028932d2e0ab4cf7a6e3b6bcbd11d4b8fb89 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_59be3056f9106aef/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_59be3056f9106aef", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 23424, + "output_tokens": 194, + "total_tokens": 24147, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 146, + "estimated_total_tokens": 4010, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13044.1, + "sql_execution_elapsed_ms_total": 250.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_59be3056f9106aef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..926c65842fb30faf5a7df59754a0fea4643b6f0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12190, "bytes_utf8": 12190, "lines": 401, "estimated_tokens": 3866}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 886, "bytes_utf8": 886, "lines": 1, "estimated_tokens": 266}, "usage": {"input_tokens": 23957, "cached_input_tokens": 23424, "output_tokens": 319}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 12902, "bytes_utf8": 12902, "lines": 405, "estimated_tokens": 4091}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 795, "bytes_utf8": 795, "lines": 1, "estimated_tokens": 249}, "usage": {"input_tokens": 24182, "cached_input_tokens": 2432, "output_tokens": 405}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ee12f3af090b32ec1c8b09a35047aef1b96ec485 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_5a72a90007f56def", + "api_calls": 0, + "input_tokens": 48139, + "cached_input_tokens": 25856, + "output_tokens": 724, + "total_tokens": 48863, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 7957, + "estimated_output_tokens": 515, + "estimated_total_tokens": 8472, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33293.85, + "sql_execution_elapsed_ms_total": 251.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_5a72a90007f56def\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aaac16e512460f89f6e18547194fe2b85495214a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:01:36.863120+00:00", + "ended_at": "2026-05-04T07:01:51.466704+00:00", + "elapsed_ms": 14603.46, + "prompt_metrics": { + "chars": 12190, + "bytes_utf8": 12190, + "lines": 401, + "estimated_tokens": 3866 + }, + "stdout_metrics": { + "chars": 1294, + "bytes_utf8": 1294, + "lines": 4, + "estimated_tokens": 419 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13242 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 886, + "bytes_utf8": 886, + "lines": 1, + "estimated_tokens": 266 + }, + "usage": { + "input_tokens": 23957, + "cached_input_tokens": 23424, + "output_tokens": 319 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9b24fca49d74d01f4aa35754d64ac61de8446a16 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:01:51.501222+00:00", + "ended_at": "2026-05-04T07:02:10.191626+00:00", + "elapsed_ms": 18690.39, + "prompt_metrics": { + "chars": 12902, + "bytes_utf8": 12902, + "lines": 405, + "estimated_tokens": 4091 + }, + "stdout_metrics": { + "chars": 1208, + "bytes_utf8": 1208, + "lines": 4, + "estimated_tokens": 404 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13193 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 795, + "bytes_utf8": 795, + "lines": 1, + "estimated_tokens": 249 + }, + "usage": { + "input_tokens": 24182, + "cached_input_tokens": 2432, + "output_tokens": 405 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b20907169bf9b4ac357a2272310508db01bbf7f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,401 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=bin_2, measure_col=day, condition_col=nom_3.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "bin_2", + "measure_col": "day", + "condition_col": "nom_3", + "condition_value": "Finland", + "positive_value": "China", + "negative_value": "Finland", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..10df5d4267beabe928605a98e524c371e45cdd66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,405 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=bin_2, measure_col=day, condition_col=nom_3.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "bin_2", + "measure_col": "day", + "condition_col": "nom_3", + "condition_value": "Finland", + "positive_value": "China", + "negative_value": "Finland", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"bin_2\",\n CAST(\"day\" AS REAL) AS \"day_value\"\n FROM \"c14\"\n WHERE \"nom_3\" = 'Finland'\n AND \"day\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"bin_2\",\n \"day_value\",\n ROW_NUMBER() OVER (PARTITION BY \"bin_2\" ORDER BY \"day_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"bin_2\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"bin_2\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nORDER BY \"day_value\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e87b1333023ec4218edc830296e22141c7674e11 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ca-dc84-7720-bedb-2c2e962479d3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"bin_2\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_3\\\" = 'Finland'\\n AND \\\"day\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"bin_2\\\",\\n \\\"day_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"bin_2\\\" ORDER BY \\\"day_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"bin_2\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"bin_2\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)\\nORDER BY \\\"day_value\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 90th percentile by selecting the value at row CEIL(0.9 * group_count) within each \\\"bin_2\\\" group after filtering \\\"nom_3\\\" = 'Finland'. This preserves the planned template intent with SQLite-compatible SQL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23957,"cached_input_tokens":23424,"output_tokens":319}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5430ef52cc49ce42e6fa0854f6dcabd0906df989 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"bin_2\",\n CAST(\"day\" AS REAL) AS \"day_value\"\n FROM \"c14\"\n WHERE \"nom_3\" = 'Finland'\n AND \"day\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"bin_2\",\n \"day_value\",\n ROW_NUMBER() OVER (PARTITION BY \"bin_2\" ORDER BY \"day_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"bin_2\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"bin_2\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nORDER BY \"day_value\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 90th percentile by selecting the value at row CEIL(0.9 * group_count) within each \"bin_2\" group after filtering \"nom_3\" = 'Finland'. This preserves the planned template intent with SQLite-compatible SQL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5b28f9e6073fca1874fb6706c1c464b119d66b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cb-15b3-7de3-b667-131144778fae"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"bin_2\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_3\\\" = 'Finland'\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"bin_2\\\",\\n \\\"day_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"bin_2\\\" ORDER BY \\\"day_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"bin_2\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"bin_2\\\",\\n \\\"day_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with SQLite-compatible integer arithmetic for the nearest-rank 0.9 quantile after filtering \\\"nom_3\\\" = 'Finland'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":24182,"cached_input_tokens":2432,"output_tokens":405}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c70843d4903c658d87b1719100c2864da065dbe5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"bin_2\",\n CAST(\"day\" AS REAL) AS \"day_value\"\n FROM \"c14\"\n WHERE \"nom_3\" = 'Finland'\n AND \"day\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"bin_2\",\n \"day_value\",\n ROW_NUMBER() OVER (PARTITION BY \"bin_2\" ORDER BY \"day_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"bin_2\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"bin_2\",\n \"day_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported CEIL() with SQLite-compatible integer arithmetic for the nearest-rank 0.9 quantile after filtering \"nom_3\" = 'Finland'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6762b0aeff5edc0eef56bcc683fd6ee570781bc9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:01:37.154802Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:01:39.439934Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:01:50.830192Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..30f53fd422fab604814139f738bf7c5d97268532 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:01:51.806873Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:01:54.216316Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:02:09.855652Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..86ca023d408fc16ea8aabba898663176625566c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=bin_2, measure_col=day, condition_col=nom_3. +Result preview: [{"bin_2": "0", "conditional_percentile": 7.0}, {"bin_2": "1", "conditional_percentile": 7.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c9f7faa4737ad6ded6134a906e481b8028cf510f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/generated_sql.sql @@ -0,0 +1,33 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_5a72a90007f56def +-- problem_id: v2p_c14_00c83fd3fe553876 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "bin_2", + CAST("day" AS REAL) AS "day_value" + FROM "c14" + WHERE "nom_3" = 'Finland' + AND "day" IS NOT NULL +), "ranked" AS ( + SELECT + "bin_2", + "day_value", + ROW_NUMBER() OVER (PARTITION BY "bin_2" ORDER BY "day_value") AS "rn", + COUNT(*) OVER (PARTITION BY "bin_2") AS "cnt" + FROM "filtered" +) +SELECT + "bin_2" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "day_value" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c669ee938aa1196cebf4ea573337add788779138 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"bin_2\",\n CAST(\"day\" AS REAL) AS \"day_value\"\n FROM \"c14\"\n WHERE \"nom_3\" = 'Finland'\n AND \"day\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"bin_2\",\n \"day_value\",\n ROW_NUMBER() OVER (PARTITION BY \"bin_2\" ORDER BY \"day_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"bin_2\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"bin_2\",\n \"day_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"bin_2\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_3\\\" = 'Finland'\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"bin_2\\\",\\n \\\"day_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"bin_2\\\" ORDER BY \\\"day_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"bin_2\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"bin_2\\\",\\n \\\"day_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"bin_2\", \"conditional_percentile\"], \"rows\": [{\"bin_2\": \"0\", \"conditional_percentile\": 7.0}, {\"bin_2\": \"1\", \"conditional_percentile\": 7.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 251.96}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8dd3a9544b520ad86beadf04921b3e9a2072a0b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:01:36.801111+00:00", + "ended_at": "2026-05-04T07:02:10.479695+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_5a72a90007f56def", + "problem_id": "v2p_c14_00c83fd3fe553876", + "dataset_id": "c14", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=bin_2, measure_col=day, condition_col=nom_3.", + "bindings": { + "group_col": "bin_2", + "measure_col": "day", + "condition_col": "nom_3", + "condition_value": "Finland", + "positive_value": "China", + "negative_value": "Finland", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_5a72a90007f56def.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_5a72a90007f56def", + "api_calls": 0, + "input_tokens": 48139, + "cached_input_tokens": 25856, + "output_tokens": 724, + "total_tokens": 48863, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 7957, + "estimated_output_tokens": 515, + "estimated_total_tokens": 8472, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33293.85, + "sql_execution_elapsed_ms_total": 251.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_5a72a90007f56def\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..80a59c49a3a097cd0d86e3f632ad34f36d1e295b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5a72a90007f56def/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:01:51.494363+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14603.46, "started_at": "2026-05-04T07:01:36.863120+00:00", "ended_at": "2026-05-04T07:01:51.466704+00:00", "prompt_metrics": {"chars": 12190, "bytes_utf8": 12190, "lines": 401, "estimated_tokens": 3866}, "response_metrics": {"chars": 886, "bytes_utf8": 886, "lines": 1, "estimated_tokens": 266}, "usage": {"input_tokens": 23957, "cached_input_tokens": 23424, "output_tokens": 319}, "stderr_preview": "2026-05-04T07:01:37.154802Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:01:39.439934Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_2, measure_col=day.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ord_2", + "measure_col": "day", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b05d2826a1ee5267219d53fc0475fc41e46ab914 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e8-da59-74e0-84e7-29ef77e7cd77"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_2\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_2\\\"\\n ORDER BY CAST(\\\"day\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"ord_2\\\") AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_2\\\" IS NOT NULL\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"thresholded\\\" AS (\\n SELECT\\n \\\"ord_2\\\",\\n \\\"day_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"pct_rank\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"ord_2\\\",\\n MIN(\\\"day_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"thresholded\\\"\\nWHERE \\\"rn\\\" >= \\\"pct_rank\\\"\\nGROUP BY \\\"ord_2\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 95th percentile approximation on CAST(\\\"day\\\" AS REAL), preserving the intended group_col=\\\"ord_2\\\" and measure_col=\\\"day\\\" template roles.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":22912,"output_tokens":530}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dcb128318843ba1e8132439fe7cd72760f2223b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_2\",\n CAST(\"day\" AS REAL) AS \"day_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_2\"\n ORDER BY CAST(\"day\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"ord_2\") AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_2\" IS NOT NULL\n AND \"day\" IS NOT NULL\n),\n\"thresholded\" AS (\n SELECT\n \"ord_2\",\n \"day_value\",\n \"rn\",\n \"cnt\",\n CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER) AS \"pct_rank\"\n FROM \"ranked\"\n)\nSELECT\n \"ord_2\",\n MIN(\"day_value\") AS \"percentile_measure\"\nFROM \"thresholded\"\nWHERE \"rn\" >= \"pct_rank\"\nGROUP BY \"ord_2\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 95th percentile approximation on CAST(\"day\" AS REAL), preserving the intended group_col=\"ord_2\" and measure_col=\"day\" template roles."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0aa6725ac09dcbefdc5030ab9ea443c69deafc14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:34:22.650600Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:34:25.096794Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:34:41.243131Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..074c4490d4fe9e51ef2430027f4c8edf70bca71c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_2, measure_col=day. +Result preview: [{"ord_2": "Warm", "percentile_measure": 7.0}, {"ord_2": "Lava Hot", "percentile_measure": 7.0}, {"ord_2": "Hot", "percentile_measure": 7.0}, {"ord_2": "Freezing", "percentile_measure": 7.0}, {"ord_2": "Cold", "percentile_measure": 7.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fef41f174bfb298d1cbbecf412e8034f9e039540 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_5cefd74a18073a69 +-- problem_id: v2p_c14_a03b13699c7de0b9 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_2", + CAST("day" AS REAL) AS "day_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_2" + ORDER BY CAST("day" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "ord_2") AS "cnt" + FROM "c14" + WHERE "ord_2" IS NOT NULL + AND "day" IS NOT NULL +), +"thresholded" AS ( + SELECT + "ord_2", + "day_value", + "rn", + "cnt", + CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) AS "pct_rank" + FROM "ranked" +) +SELECT + "ord_2", + MIN("day_value") AS "percentile_measure" +FROM "thresholded" +WHERE "rn" >= "pct_rank" +GROUP BY "ord_2" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b0e45f8eac5ae43c7da37301f98d8a3e70753b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_2\",\n CAST(\"day\" AS REAL) AS \"day_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_2\"\n ORDER BY CAST(\"day\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"ord_2\") AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_2\" IS NOT NULL\n AND \"day\" IS NOT NULL\n),\n\"thresholded\" AS (\n SELECT\n \"ord_2\",\n \"day_value\",\n \"rn\",\n \"cnt\",\n CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER) AS \"pct_rank\"\n FROM \"ranked\"\n)\nSELECT\n \"ord_2\",\n MIN(\"day_value\") AS \"percentile_measure\"\nFROM \"thresholded\"\nWHERE \"rn\" >= \"pct_rank\"\nGROUP BY \"ord_2\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_2\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_2\\\"\\n ORDER BY CAST(\\\"day\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"ord_2\\\") AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_2\\\" IS NOT NULL\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"thresholded\\\" AS (\\n SELECT\\n \\\"ord_2\\\",\\n \\\"day_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"pct_rank\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"ord_2\\\",\\n MIN(\\\"day_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"thresholded\\\"\\nWHERE \\\"rn\\\" >= \\\"pct_rank\\\"\\nGROUP BY \\\"ord_2\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"ord_2\", \"percentile_measure\"], \"rows\": [{\"ord_2\": \"Warm\", \"percentile_measure\": 7.0}, {\"ord_2\": \"Lava Hot\", \"percentile_measure\": 7.0}, {\"ord_2\": \"Hot\", \"percentile_measure\": 7.0}, {\"ord_2\": \"Freezing\", \"percentile_measure\": 7.0}, {\"ord_2\": \"Cold\", \"percentile_measure\": 7.0}, {\"ord_2\": \"Boiling Hot\", \"percentile_measure\": 7.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1381.18}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..03aed4b3ec9732e957a813af8351c9c904a0ca1e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:34:22.322479+00:00", + "ended_at": "2026-05-04T07:34:43.459250+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_5cefd74a18073a69", + "problem_id": "v2p_c14_a03b13699c7de0b9", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_2, measure_col=day.", + "bindings": { + "group_col": "ord_2", + "measure_col": "day", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=138" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_5cefd74a18073a69.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_5cefd74a18073a69", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 530, + "total_tokens": 24407, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 305, + "estimated_total_tokens": 4091, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19667.27, + "sql_execution_elapsed_ms_total": 1381.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_5cefd74a18073a69\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..143948deca6dca856cddca3abf36e04519901286 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:34:42.068467+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19667.27, "started_at": "2026-05-04T07:34:22.382772+00:00", "ended_at": "2026-05-04T07:34:42.047350+00:00", "prompt_metrics": {"chars": 11857, "bytes_utf8": 11857, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 987, "bytes_utf8": 987, "lines": 1, "estimated_tokens": 305}, "usage": {"input_tokens": 23877, "cached_input_tokens": 22912, "output_tokens": 530}, "stderr_preview": "2026-05-04T07:34:22.650600Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:34:25.096794Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = \\\"pct_rank\\\"\\nGROUP BY \\\"ord_2\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 95th percentile approximation on CAST(\\\"day\\\" AS REAL), preserving the intended group_col=\\\"ord_2\\\" and measure_col=\\\"day\\\" template roles.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9da20c415d90030e46aff42570b587fff9e79f75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefd74a18073a69/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_5cefd74a18073a69", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 530, + "total_tokens": 24407, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 305, + "estimated_total_tokens": 4091, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19667.27, + "sql_execution_elapsed_ms_total": 1381.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_5cefd74a18073a69\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..198f8a8502908cb3c829764fa66c5478c2f2cbfd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11864, "bytes_utf8": 11864, "lines": 396, "estimated_tokens": 3786}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 883, "bytes_utf8": 883, "lines": 1, "estimated_tokens": 269}, "usage": {"input_tokens": 23877, "cached_input_tokens": 23424, "output_tokens": 791}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..88760c39e1a91e4908eae463522b9c86f7c5806d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_5cefe53724b123af", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 23424, + "output_tokens": 791, + "total_tokens": 24668, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 269, + "estimated_total_tokens": 4055, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23252.13, + "sql_execution_elapsed_ms_total": 524.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_5cefe53724b123af\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..22af58dba653751452d727a96182fbae16354d63 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:35:29.047661+00:00", + "ended_at": "2026-05-04T07:35:52.297236+00:00", + "elapsed_ms": 23252.13, + "prompt_metrics": { + "chars": 11864, + "bytes_utf8": 11864, + "lines": 396, + "estimated_tokens": 3786 + }, + "stdout_metrics": { + "chars": 1294, + "bytes_utf8": 1294, + "lines": 4, + "estimated_tokens": 429 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13280 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 883, + "bytes_utf8": 883, + "lines": 1, + "estimated_tokens": 269 + }, + "usage": { + "input_tokens": 23877, + "cached_input_tokens": 23424, + "output_tokens": 791 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb03abfa2d83347843b37ed89c7cee6f021c8d27 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_3, measure_col=month.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ord_3", + "measure_col": "month", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ecf99f1f610a2ff8937e681ff417c17dfb4765e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e9-de8b-7f42-b395-7e52225b08f5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_3\\\",\\n CAST(\\\"month\\\" AS REAL) AS \\\"month_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_3\\\"\\n ORDER BY CAST(\\\"month\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_3\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"target\\\" = '1'\\n AND \\\"ord_3\\\" IS NOT NULL\\n AND \\\"month\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"ord_3\\\",\\n MIN(\\\"month_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nGROUP BY \\\"ord_3\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation of the 95th percentile per \\\"ord_3\\\" group. Interpreted focused_target_view as filtering to rows where \\\"target\\\" = '1'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":23424,"output_tokens":791}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6f9626f44112dec40db700edb4e3f88716aca5a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_3\",\n CAST(\"month\" AS REAL) AS \"month_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_3\"\n ORDER BY CAST(\"month\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_3\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"target\" = '1'\n AND \"ord_3\" IS NOT NULL\n AND \"month\" IS NOT NULL\n)\nSELECT\n \"ord_3\",\n MIN(\"month_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER)\nGROUP BY \"ord_3\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation of the 95th percentile per \"ord_3\" group. Interpreted focused_target_view as filtering to rows where \"target\" = '1'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b27da4f64df78ab10e780c2794df0e8907401fb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:35:29.260009Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:35:31.778921Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:35:51.322079Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bde830c9101f956fa9d390bada70f540797fa2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_3, measure_col=month. +Result preview: [{"ord_3": "o", "percentile_measure": 12.0}, {"ord_3": "n", "percentile_measure": 12.0}, {"ord_3": "m", "percentile_measure": 12.0}, {"ord_3": "l", "percentile_measure": 12.0}, {"ord_3": "k", "percentile_measure": 12.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ee5c587f22190fda8703127bdc8c41a0c71c03a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/generated_sql.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_5cefe53724b123af +-- problem_id: v2p_c14_55e4d0cdd94ee8c7 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_3", + CAST("month" AS REAL) AS "month_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_3" + ORDER BY CAST("month" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_3" + ) AS "cnt" + FROM "c14" + WHERE "target" = '1' + AND "ord_3" IS NOT NULL + AND "month" IS NOT NULL +) +SELECT + "ord_3", + MIN("month_value") AS "percentile_measure" +FROM "ranked" +WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) +GROUP BY "ord_3" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e03958386d20ec75626c80ebe99e7cad0b2ecf7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_3\",\n CAST(\"month\" AS REAL) AS \"month_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_3\"\n ORDER BY CAST(\"month\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_3\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"target\" = '1'\n AND \"ord_3\" IS NOT NULL\n AND \"month\" IS NOT NULL\n)\nSELECT\n \"ord_3\",\n MIN(\"month_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER)\nGROUP BY \"ord_3\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_3\\\",\\n CAST(\\\"month\\\" AS REAL) AS \\\"month_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_3\\\"\\n ORDER BY CAST(\\\"month\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_3\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"target\\\" = '1'\\n AND \\\"ord_3\\\" IS NOT NULL\\n AND \\\"month\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"ord_3\\\",\\n MIN(\\\"month_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nGROUP BY \\\"ord_3\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"ord_3\", \"percentile_measure\"], \"rows\": [{\"ord_3\": \"o\", \"percentile_measure\": 12.0}, {\"ord_3\": \"n\", \"percentile_measure\": 12.0}, {\"ord_3\": \"m\", \"percentile_measure\": 12.0}, {\"ord_3\": \"l\", \"percentile_measure\": 12.0}, {\"ord_3\": \"k\", \"percentile_measure\": 12.0}, {\"ord_3\": \"j\", \"percentile_measure\": 12.0}, {\"ord_3\": \"i\", \"percentile_measure\": 12.0}, {\"ord_3\": \"h\", \"percentile_measure\": 12.0}, {\"ord_3\": \"g\", \"percentile_measure\": 12.0}, {\"ord_3\": \"f\", \"percentile_measure\": 12.0}, {\"ord_3\": \"e\", \"percentile_measure\": 12.0}, {\"ord_3\": \"d\", \"percentile_measure\": 12.0}, {\"ord_3\": \"c\", \"percentile_measure\": 12.0}, {\"ord_3\": \"b\", \"percentile_measure\": 12.0}, {\"ord_3\": \"a\", \"percentile_measure\": 12.0}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 524.43}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c46f14b7cba4dfc3711ff196d46f9da041dc31b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:35:28.993073+00:00", + "ended_at": "2026-05-04T07:35:52.865736+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_5cefe53724b123af", + "problem_id": "v2p_c14_55e4d0cdd94ee8c7", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_3, measure_col=month.", + "bindings": { + "group_col": "ord_3", + "measure_col": "month", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=139" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_5cefe53724b123af.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_5cefe53724b123af", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 23424, + "output_tokens": 791, + "total_tokens": 24668, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 269, + "estimated_total_tokens": 4055, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23252.13, + "sql_execution_elapsed_ms_total": 524.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_5cefe53724b123af\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c61b57b5b59d33eec7213dfef0277f82259707a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:35:52.329740+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23252.13, "started_at": "2026-05-04T07:35:29.047661+00:00", "ended_at": "2026-05-04T07:35:52.297236+00:00", "prompt_metrics": {"chars": 11864, "bytes_utf8": 11864, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 883, "bytes_utf8": 883, "lines": 1, "estimated_tokens": 269}, "usage": {"input_tokens": 23877, "cached_input_tokens": 23424, "output_tokens": 791}, "stderr_preview": "2026-05-04T07:35:29.260009Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:35:31.778921Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nGROUP BY \\\"ord_3\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation of the 95th percentile per \\\"ord_3\\\" group. Interpreted focused_target_view as filtering to rows where \\\"target\\\" = '1'.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1dfce9f96bacf0554800641a4057da5ec502329a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5cefe53724b123af/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_5cefe53724b123af", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 23424, + "output_tokens": 791, + "total_tokens": 24668, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 269, + "estimated_total_tokens": 4055, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23252.13, + "sql_execution_elapsed_ms_total": 524.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_5cefe53724b123af\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..befa765593b9ac740ea2402cbcbc4940307f0f09 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11969, "bytes_utf8": 11969, "lines": 398, "estimated_tokens": 3825}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 537, "bytes_utf8": 537, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 23914, "cached_input_tokens": 23424, "output_tokens": 160}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b56960f288eae6e518abd0887d4ce60b3f39ebbd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_5f7315c719375918", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 23424, + "output_tokens": 160, + "total_tokens": 24074, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 144, + "estimated_total_tokens": 3969, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11869.6, + "sql_execution_elapsed_ms_total": 314.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_5f7315c719375918\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5a3cc1f7e0c6abb23ec551a07e3c88d86daab327 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:19:06.652475+00:00", + "ended_at": "2026-05-04T07:19:18.521937+00:00", + "elapsed_ms": 11869.6, + "prompt_metrics": { + "chars": 11969, + "bytes_utf8": 11969, + "lines": 398, + "estimated_tokens": 3825 + }, + "stdout_metrics": { + "chars": 881, + "bytes_utf8": 881, + "lines": 4, + "estimated_tokens": 267 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13214 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 537, + "bytes_utf8": 537, + "lines": 1, + "estimated_tokens": 144 + }, + "usage": { + "input_tokens": 23914, + "cached_input_tokens": 23424, + "output_tokens": 160 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38867221eb6a44c55c3801d193b6cf664f3b1ca5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_4, measure_col=day.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "bin_4", + "measure_col": "day", + "entity_col": "ord_4", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa11fb453ff1e60fc11cd82d6e66557e653e561f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1da-e12f-7c52-a1d9-8d89db4a6f10"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_4\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"ord_4\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Grouped Summary Top-k template with bindings group_col=\\\"bin_4\\\", measure_col=\\\"day\\\", entity_col=\\\"ord_4\\\", and top_k=19. CAST(\\\"day\\\" AS REAL) ensures SQLite computes AVG numerically because the schema stores \\\"day\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":23424,"output_tokens":160}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..286e00f38d4413d2b7e1da5356de661c43845204 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_4\",\n COUNT(*) AS support,\n AVG(CAST(\"day\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"ord_4\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_4\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the provided Grouped Summary Top-k template with bindings group_col=\"bin_4\", measure_col=\"day\", entity_col=\"ord_4\", and top_k=19. CAST(\"day\" AS REAL) ensures SQLite computes AVG numerically because the schema stores \"day\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7ad0ec4c7300f86960b99a7decaffa4102d56b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:19:06.905101Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:19:09.278835Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:19:17.551446Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..58bbfdf93ff5fc7c7fa4dc41b81f3ac84407fe72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_4, measure_col=day. +Result preview: [{"bin_4": "Y", "support": 191633, "avg_measure": 3.0059593076349063, "distinct_entities": 26}, {"bin_4": "N", "support": 108367, "avg_measure": 3.0111011654839572, "distinct_entities": 26}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b703d5033c7b3db9ecffe1e3dfb14f8888f9595f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_5f7315c719375918 +-- problem_id: v2p_c14_3afd6d41bbfbabeb +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_4", + COUNT(*) AS support, + AVG(CAST("day" AS REAL)) AS avg_measure, + COUNT(DISTINCT "ord_4") AS distinct_entities +FROM "c14" +GROUP BY "bin_4" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ca093838a08d37243f3b17668aa5c54b6f43853 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_4\",\n COUNT(*) AS support,\n AVG(CAST(\"day\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"ord_4\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_4\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_4\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"ord_4\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"bin_4\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"bin_4\": \"Y\", \"support\": 191633, \"avg_measure\": 3.0059593076349063, \"distinct_entities\": 26}, {\"bin_4\": \"N\", \"support\": 108367, \"avg_measure\": 3.0111011654839572, \"distinct_entities\": 26}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 314.58}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..79190994c17719c8852cb9f67618fcfe55db0b80 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:19:06.597997+00:00", + "ended_at": "2026-05-04T07:19:18.875252+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_5f7315c719375918", + "problem_id": "v2p_c14_3afd6d41bbfbabeb", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_4, measure_col=day.", + "bindings": { + "group_col": "bin_4", + "measure_col": "day", + "entity_col": "ord_4", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=11", + "sql_variant_index=2/2", + "binding_index=94" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 11, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_5f7315c719375918.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_5f7315c719375918", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 23424, + "output_tokens": 160, + "total_tokens": 24074, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 144, + "estimated_total_tokens": 3969, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11869.6, + "sql_execution_elapsed_ms_total": 314.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_5f7315c719375918\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fea9c74085e434957aad2d396ed6a970933c14e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5f7315c719375918/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:19:18.545027+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11869.6, "started_at": "2026-05-04T07:19:06.652475+00:00", "ended_at": "2026-05-04T07:19:18.521937+00:00", "prompt_metrics": {"chars": 11969, "bytes_utf8": 11969, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 537, "bytes_utf8": 537, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 23914, "cached_input_tokens": 23424, "output_tokens": 160}, "stderr_preview": "2026-05-04T07:19:06.905101Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:19:09.278835Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=day, measure_col=ord_0.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "day", + "measure_col": "ord_0", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9e39607c7142a90ece840dcc3a6873f41309f32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1eb-86e1-7511-b945-9caba550bf1b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"day\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"day\\\"\\n ORDER BY CAST(\\\"ord_0\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"day\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"day\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"day\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"day\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\n)\\nSELECT\\n \\\"day\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based discrete 95th percentile approximation per day by selecting the first ordered ord_0 value at or above the ceil(0.95 * group_size) position.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":23424,"output_tokens":832}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3a7fd0e9cf96450e040877ef2bd6a34bcb2b4e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"day\",\n CAST(\"ord_0\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"day\"\n ORDER BY CAST(\"ord_0\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"day\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"day\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"day\",\n \"measure_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"day\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\n)\nSELECT\n \"day\",\n \"percentile_measure\"\nFROM \"picked\"\nWHERE \"pick_rank\" = 1\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based discrete 95th percentile approximation per day by selecting the first ordered ord_0 value at or above the ceil(0.95 * group_size) position."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9f83839d857778757b5a5400244f66556d26249 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:37:17.923744Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:37:20.348350Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:37:41.476503Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0565fd697929356c7a92422e68ae97064ec603f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=day, measure_col=ord_0. +Result preview: [{"day": "1", "percentile_measure": 3.0}, {"day": "2", "percentile_measure": 3.0}, {"day": "3", "percentile_measure": 3.0}, {"day": "4", "percentile_measure": 3.0}, {"day": "5", "percentile_measure": 3.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..65cc348c1cecc861615a313a507a196de0621d1a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/generated_sql.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_5fc4d184f384f299 +-- problem_id: v2p_c14_8e8e3f600aa1ea61 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "day", + CAST("ord_0" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "day" + ORDER BY CAST("ord_0" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "day" + ) AS "cnt" + FROM "c14" + WHERE "day" IS NOT NULL + AND "ord_0" IS NOT NULL +), +"picked" AS ( + SELECT + "day", + "measure_value" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "day" + ORDER BY "rn" + ) AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CAST(((95 * "cnt") + 99) / 100 AS INTEGER) +) +SELECT + "day", + "percentile_measure" +FROM "picked" +WHERE "pick_rank" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9f7ce8e060aee303eb3b8ed4af51c7cd5189bfa3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"day\",\n CAST(\"ord_0\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"day\"\n ORDER BY CAST(\"ord_0\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"day\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"day\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"day\",\n \"measure_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"day\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\n)\nSELECT\n \"day\",\n \"percentile_measure\"\nFROM \"picked\"\nWHERE \"pick_rank\" = 1\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"day\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"day\\\"\\n ORDER BY CAST(\\\"ord_0\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"day\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"day\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"day\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"day\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\n)\\nSELECT\\n \\\"day\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"day\", \"percentile_measure\"], \"rows\": [{\"day\": \"1\", \"percentile_measure\": 3.0}, {\"day\": \"2\", \"percentile_measure\": 3.0}, {\"day\": \"3\", \"percentile_measure\": 3.0}, {\"day\": \"4\", \"percentile_measure\": 3.0}, {\"day\": \"5\", \"percentile_measure\": 3.0}, {\"day\": \"6\", \"percentile_measure\": 3.0}, {\"day\": \"7\", \"percentile_measure\": 3.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1354.02}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1b7c69b5b9063a20467428c09194aadec5395259 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:17.555250+00:00", + "ended_at": "2026-05-04T07:37:43.435561+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_5fc4d184f384f299", + "problem_id": "v2p_c14_8e8e3f600aa1ea61", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=day, measure_col=ord_0.", + "bindings": { + "group_col": "day", + "measure_col": "ord_0", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=141" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_5fc4d184f384f299.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_5fc4d184f384f299", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 23424, + "output_tokens": 832, + "total_tokens": 24709, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 310, + "estimated_total_tokens": 4096, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24430.95, + "sql_execution_elapsed_ms_total": 1354.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_5fc4d184f384f299\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4b65c70b3a6ebc2efe5991a813b5e84b8e6cfde7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:37:42.071551+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24430.95, "started_at": "2026-05-04T07:37:17.619502+00:00", "ended_at": "2026-05-04T07:37:42.049615+00:00", "prompt_metrics": {"chars": 11860, "bytes_utf8": 11860, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 1041, "bytes_utf8": 1041, "lines": 1, "estimated_tokens": 310}, "usage": {"input_tokens": 23877, "cached_input_tokens": 23424, "output_tokens": 832}, "stderr_preview": "2026-05-04T07:37:17.923744Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:37:20.348350Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\n)\\nSELECT\\n \\\"day\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based discrete 95th percentile approximation per day by selecting the first ordered ord_0 value at or abov"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d045cc31c313099c45f22d6b4b989d5b92779f7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_5fc4d184f384f299/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_5fc4d184f384f299", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 23424, + "output_tokens": 832, + "total_tokens": 24709, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 310, + "estimated_total_tokens": 4096, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24430.95, + "sql_execution_elapsed_ms_total": 1354.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_5fc4d184f384f299\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61d73b09128554fd/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61d73b09128554fd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e0f800eabde28956b7e5959cf7e966bb83326c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61d73b09128554fd/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "T", "support": 153535, "support_share": 0.5117833333333334, "support_rank": 1}, {"value_label": "F", "support": 146465, "support_share": 0.4882166666666667, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61d73b09128554fd/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61d73b09128554fd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..430d3ad972c2b660d59ea3944ebb581303917b9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61d73b09128554fd/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_61d73b09128554fd +-- problem_id: v2p_c14_e561a5344eac5708 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_3" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "bin_3" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61d73b09128554fd/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61d73b09128554fd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6467b3fc38acde111c044be66245900b0b56e90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61d73b09128554fd/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c14_61d73b09128554fd\n-- problem_id: v2p_c14_e561a5344eac5708\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"bin_3\" AS value_label, COUNT(*) AS support\n FROM \"c14\"\n GROUP BY \"bin_3\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c14_61d73b09128554fd\\n-- problem_id: v2p_c14_e561a5344eac5708\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"bin_3\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c14\\\"\\n GROUP BY \\\"bin_3\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"T\", \"support\": 153535, \"support_share\": 0.5117833333333334, \"support_rank\": 1}, {\"value_label\": \"F\", \"support\": 146465, \"support_share\": 0.4882166666666667, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 190.41}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61d73b09128554fd/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61d73b09128554fd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..66c429ec5d42689c3ad9d84cb12d7ea0f44434c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61d73b09128554fd/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:48.235626+00:00", + "ended_at": "2026-05-04T07:37:48.431599+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_61d73b09128554fd", + "problem_id": "v2p_c14_e561a5344eac5708", + "dataset_id": "c14", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=bin_3.", + "bindings": { + "group_col": "bin_3" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_61d73b09128554fd.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61d73b09128554fd/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61d73b09128554fd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61d73b09128554fd/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dcf88f8b359713a2d03c70b32022ce60be51ad4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11878, "bytes_utf8": 11878, "lines": 398, "estimated_tokens": 3803}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 398, "bytes_utf8": 398, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 23892, "cached_input_tokens": 22912, "output_tokens": 137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d4ab7bffed577fdd71185fdad05476dafb95ebf7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_61f6e113de62613f", + "api_calls": 0, + "input_tokens": 23892, + "cached_input_tokens": 22912, + "output_tokens": 137, + "total_tokens": 24029, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3803, + "estimated_output_tokens": 121, + "estimated_total_tokens": 3924, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11916.19, + "sql_execution_elapsed_ms_total": 103.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_61f6e113de62613f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2053bb1aaee6ba6ebb71d0cec82c58371b06ff7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:08:42.900518+00:00", + "ended_at": "2026-05-04T07:08:54.817003+00:00", + "elapsed_ms": 11916.19, + "prompt_metrics": { + "chars": 11878, + "bytes_utf8": 11878, + "lines": 398, + "estimated_tokens": 3803 + }, + "stdout_metrics": { + "chars": 728, + "bytes_utf8": 728, + "lines": 4, + "estimated_tokens": 232 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13184 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 398, + "bytes_utf8": 398, + "lines": 1, + "estimated_tokens": 121 + }, + "usage": { + "input_tokens": 23892, + "cached_input_tokens": 22912, + "output_tokens": 137 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea8dc7dd8cb0b174ea913081d13dbb55d903c5de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=nom_2.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "nom_2", + "predicate_col": "nom_9", + "predicate_op": "=", + "predicate_value": "1f31c5cc1", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..544e44ee269ee75dbd15cf9e51ec253374f39357 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d1-5cd0-7571-ae10-6f5ab490c131"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"nom_2\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_9\\\" = '1f31c5cc1'\\nGROUP BY \\\"nom_2\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"nom_2\\\", predicate_col=\\\"nom_9\\\", predicate_op=\\\"=\\\", predicate_value='1f31c5cc1', and top_k=16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23892,"cached_input_tokens":22912,"output_tokens":137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..173d1f7b2c07bd1fa98df3cd24e97ac1c32ccc47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"nom_2\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"nom_9\" = '1f31c5cc1'\nGROUP BY \"nom_2\"\nORDER BY support DESC\nLIMIT 16;","notes":"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\"nom_2\", predicate_col=\"nom_9\", predicate_op=\"=\", predicate_value='1f31c5cc1', and top_k=16."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..427de15a32a9793ea9b20f7c3211fa547aa7e0d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:08:43.200124Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:08:45.574513Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:08:54.078432Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a492bc9faf857cf268ae94536a0ae3270e262c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=nom_2. +Result preview: [{"nom_2": "Lion", "support": 7}, {"nom_2": "Snake", "support": 5}, {"nom_2": "Dog", "support": 4}, {"nom_2": "Cat", "support": 4}, {"nom_2": "Axolotl", "support": 4}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dc6d6641675eab2994fda559de23400a2a51a57e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_61f6e113de62613f +-- problem_id: v2p_c14_5b5eda9326dd2f8c +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", COUNT(*) AS support +FROM "c14" +WHERE "nom_9" = '1f31c5cc1' +GROUP BY "nom_2" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aba962b638353deef1c33fe6c506bb51a7b9026f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"nom_2\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"nom_9\" = '1f31c5cc1'\nGROUP BY \"nom_2\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"nom_2\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_9\\\" = '1f31c5cc1'\\nGROUP BY \\\"nom_2\\\"\\nORDER BY support DESC\\nLIMIT 16;\", \"columns\": [\"nom_2\", \"support\"], \"rows\": [{\"nom_2\": \"Lion\", \"support\": 7}, {\"nom_2\": \"Snake\", \"support\": 5}, {\"nom_2\": \"Dog\", \"support\": 4}, {\"nom_2\": \"Cat\", \"support\": 4}, {\"nom_2\": \"Axolotl\", \"support\": 4}, {\"nom_2\": \"Hamster\", \"support\": 3}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 103.07}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e0cbd5be52387c80e36aca942b7bed9ae1aa56f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:08:42.842731+00:00", + "ended_at": "2026-05-04T07:08:54.954011+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_61f6e113de62613f", + "problem_id": "v2p_c14_5b5eda9326dd2f8c", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=nom_2.", + "bindings": { + "group_col": "nom_2", + "predicate_col": "nom_9", + "predicate_op": "=", + "predicate_value": "1f31c5cc1", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=61" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_61f6e113de62613f.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_61f6e113de62613f", + "api_calls": 0, + "input_tokens": 23892, + "cached_input_tokens": 22912, + "output_tokens": 137, + "total_tokens": 24029, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3803, + "estimated_output_tokens": 121, + "estimated_total_tokens": 3924, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11916.19, + "sql_execution_elapsed_ms_total": 103.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_61f6e113de62613f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25008b5e316616a312167ffaf73b75e7d11e9ef4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_61f6e113de62613f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:08:54.834539+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11916.19, "started_at": "2026-05-04T07:08:42.900518+00:00", "ended_at": "2026-05-04T07:08:54.817003+00:00", "prompt_metrics": {"chars": 11878, "bytes_utf8": 11878, "lines": 398, "estimated_tokens": 3803}, "response_metrics": {"chars": 398, "bytes_utf8": 398, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 23892, "cached_input_tokens": 22912, "output_tokens": 137}, "stderr_preview": "2026-05-04T07:08:43.200124Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:08:45.574513Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_3, condition_col=ord_1.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "nom_3", + "condition_col": "ord_1", + "condition_value": "Grandmaster", + "positive_value": "Grandmaster", + "negative_value": "Contributor", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64245550cf177e71/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64245550cf177e71/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8904581043dc856a4a3b7846a9b7b47cc0264957 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64245550cf177e71/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c6-ba7f-7bc0-b1b5-ee6ee39ce5df"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_3\\\",\\n AVG(CASE WHEN \\\"ord_1\\\" = 'Grandmaster' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"nom_3\\\" and condition_col=\\\"ord_1\\\", measuring the within-group proportion of rows where \\\"ord_1\\\" = 'Grandmaster'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23907,"cached_input_tokens":3456,"output_tokens":131}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64245550cf177e71/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64245550cf177e71/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9bdbc7217a2377afdd5c00381f73d19290d6685e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64245550cf177e71/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_3\",\n AVG(CASE WHEN \"ord_1\" = 'Grandmaster' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_3\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"nom_3\" and condition_col=\"ord_1\", measuring the within-group proportion of rows where \"ord_1\" = 'Grandmaster'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64245550cf177e71/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64245550cf177e71/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27577f8a9ce9cd5a728d98490dd8620dcdf9edb9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64245550cf177e71/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:57:06.250763Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:57:08.628280Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:57:16.441185Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64245550cf177e71/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64245550cf177e71/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3dcfa780c539691f5d6b37c0c5b72a398a2bf12b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64245550cf177e71/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_3, condition_col=ord_1. +Result preview: [{"nom_3": "Russia", "condition_rate": 0.2600496425145615}, {"nom_3": "China", "condition_rate": 0.2589262444618191}, {"nom_3": "India", "condition_rate": 0.2579794337606838}, {"nom_3": "Finland", "condition_rate": 0.25775540035731687}, {"nom_3": "Costa Rica", "condition_rate": 0.25766922307435813}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64245550cf177e71/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64245550cf177e71/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5b7f00b026df2c1a738708066d4b91114b9f7e63 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64245550cf177e71/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_64245550cf177e71 +-- problem_id: v2p_c14_f2892be2b570506b +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_3", + AVG(CASE WHEN "ord_1" = 'Grandmaster' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_3" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64245550cf177e71/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64245550cf177e71/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..12c84d9835a6dfa435e7222ee0506b078a65e021 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64245550cf177e71/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_3\",\n AVG(CASE WHEN \"ord_1\" = 'Grandmaster' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_3\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_3\\\",\\n AVG(CASE WHEN \\\"ord_1\\\" = 'Grandmaster' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"nom_3\", \"condition_rate\"], \"rows\": [{\"nom_3\": \"Russia\", \"condition_rate\": 0.2600496425145615}, {\"nom_3\": \"China\", \"condition_rate\": 0.2589262444618191}, {\"nom_3\": \"India\", \"condition_rate\": 0.2579794337606838}, {\"nom_3\": \"Finland\", \"condition_rate\": 0.25775540035731687}, {\"nom_3\": \"Costa Rica\", \"condition_rate\": 0.25766922307435813}, {\"nom_3\": \"Canada\", \"condition_rate\": 0.25398890913094835}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 293.22}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64245550cf177e71/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64245550cf177e71/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8e2db73cc80ea5b1ccdee68fed31d87742637419 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64245550cf177e71/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:57:05.898047+00:00", + "ended_at": "2026-05-04T06:57:17.514954+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_64245550cf177e71", + "problem_id": "v2p_c14_f2892be2b570506b", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_3, condition_col=ord_1.", + "bindings": { + "group_col": "nom_3", + "condition_col": "ord_1", + "condition_value": "Grandmaster", + "positive_value": "Grandmaster", + "negative_value": "Contributor", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_64245550cf177e71.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_64245550cf177e71", + "api_calls": 0, + "input_tokens": 23907, + "cached_input_tokens": 3456, + "output_tokens": 131, + "total_tokens": 24038, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3816, + "estimated_output_tokens": 115, + "estimated_total_tokens": 3931, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11243.62, + "sql_execution_elapsed_ms_total": 293.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_64245550cf177e71\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64245550cf177e71/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64245550cf177e71/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3268107ccb967616d5fa7791683db7fa6def2666 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64245550cf177e71/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:57:17.214351+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11243.62, "started_at": "2026-05-04T06:57:05.951370+00:00", "ended_at": "2026-05-04T06:57:17.194254+00:00", "prompt_metrics": {"chars": 11962, "bytes_utf8": 11962, "lines": 399, "estimated_tokens": 3816}, "response_metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 23907, "cached_input_tokens": 3456, "output_tokens": 131}, "stderr_preview": "2026-05-04T06:57:06.250763Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:57:08.628280Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ord_0, condition_col=day.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ord_0", + "condition_col": "day", + "condition_value": "2", + "positive_value": "1", + "negative_value": "2", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64a749425cbbf87c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64a749425cbbf87c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c95650b4798b76def935b29b7f0fc8806335c0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64a749425cbbf87c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c7-a05b-7e91-bb09-de2298f4d13e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_0\\\",\\n AVG(CASE WHEN \\\"day\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col bound to \\\"ord_0\\\" and condition_col bound to \\\"day\\\", using condition_value '2' from the bindings. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23901,"cached_input_tokens":3456,"output_tokens":134}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64a749425cbbf87c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64a749425cbbf87c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e5f6258abf6ab145108ab2d05781f8d621c97c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64a749425cbbf87c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_0\",\n AVG(CASE WHEN \"day\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_0\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col bound to \"ord_0\" and condition_col bound to \"day\", using condition_value '2' from the bindings. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64a749425cbbf87c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64a749425cbbf87c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..79bb805dbc6c4c126bf44b0e4f9f4421436db680 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64a749425cbbf87c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:58:05.125448Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:58:07.517755Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:58:15.332462Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64a749425cbbf87c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64a749425cbbf87c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..999074ce08ec6ab3931252e4588320e774ea9006 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64a749425cbbf87c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ord_0, condition_col=day. +Result preview: [{"ord_0": "3", "condition_rate": 0.248372765781589}, {"ord_0": "1", "condition_rate": 0.2477751660285559}, {"ord_0": "2", "condition_rate": 0.24716276829525272}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64a749425cbbf87c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64a749425cbbf87c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..03a5aa3bd7306cc92be419fcdfb3ef7e9ec1605a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64a749425cbbf87c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_64a749425cbbf87c +-- problem_id: v2p_c14_12b8d13843349d16 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_0", + AVG(CASE WHEN "day" = '2' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_0" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64a749425cbbf87c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64a749425cbbf87c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8bf92f94ff37652e5aae550d1af556db79fd1d53 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64a749425cbbf87c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_0\",\n AVG(CASE WHEN \"day\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_0\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_0\\\",\\n AVG(CASE WHEN \\\"day\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"ord_0\", \"condition_rate\"], \"rows\": [{\"ord_0\": \"3\", \"condition_rate\": 0.248372765781589}, {\"ord_0\": \"1\", \"condition_rate\": 0.2477751660285559}, {\"ord_0\": \"2\", \"condition_rate\": 0.24716276829525272}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 261.79}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64a749425cbbf87c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64a749425cbbf87c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ac701e228cc3c1aa48164748b1b27aceeeabeaff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64a749425cbbf87c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:58:04.824591+00:00", + "ended_at": "2026-05-04T06:58:16.120270+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_64a749425cbbf87c", + "problem_id": "v2p_c14_12b8d13843349d16", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ord_0, condition_col=day.", + "bindings": { + "group_col": "ord_0", + "condition_col": "day", + "condition_value": "2", + "positive_value": "1", + "negative_value": "2", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_64a749425cbbf87c.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_64a749425cbbf87c", + "api_calls": 0, + "input_tokens": 23901, + "cached_input_tokens": 3456, + "output_tokens": 134, + "total_tokens": 24035, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3810, + "estimated_output_tokens": 118, + "estimated_total_tokens": 3928, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10938.76, + "sql_execution_elapsed_ms_total": 261.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_64a749425cbbf87c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64a749425cbbf87c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64a749425cbbf87c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d559d7fff547925d0b64923af2327fc043c54f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_64a749425cbbf87c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:58:15.840242+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10938.76, "started_at": "2026-05-04T06:58:04.881098+00:00", "ended_at": "2026-05-04T06:58:15.820135+00:00", "prompt_metrics": {"chars": 11930, "bytes_utf8": 11930, "lines": 399, "estimated_tokens": 3810}, "response_metrics": {"chars": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 23901, "cached_input_tokens": 3456, "output_tokens": 134}, "stderr_preview": "2026-05-04T06:58:05.125448Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:58:07.517755Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ord_2.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "ord_2", + "predicate_col": "ord_4", + "predicate_op": "=", + "predicate_value": "L", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_673a8fbb553fccf9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_673a8fbb553fccf9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..05f72ccfdff893610504fb3baa967fe6082e9293 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_673a8fbb553fccf9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d3-2f37-7102-8e51-36022750c9a1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_2\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_4\\\" = 'L'\\nGROUP BY \\\"ord_2\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with bound roles: group_col=\\\"ord_2\\\", predicate_col=\\\"ord_4\\\", predicate_op=\\\"=\\\", predicate_value='L', top_k=16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23888,"cached_input_tokens":23424,"output_tokens":124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_673a8fbb553fccf9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_673a8fbb553fccf9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..278c48be3043012c6a78900464d3e5113124f3c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_673a8fbb553fccf9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_2\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_4\" = 'L'\nGROUP BY \"ord_2\"\nORDER BY support DESC\nLIMIT 16;","notes":"Used the provided Filtered Top-k Group Count template with bound roles: group_col=\"ord_2\", predicate_col=\"ord_4\", predicate_op=\"=\", predicate_value='L', top_k=16."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_673a8fbb553fccf9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_673a8fbb553fccf9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0897b73fa933111652e026fb7dbb633e98c211f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_673a8fbb553fccf9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:10:42.564660Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:10:44.980352Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:10:53.019970Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_673a8fbb553fccf9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_673a8fbb553fccf9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b6909a275a8162a82ee3687580f95f487ee877b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_673a8fbb553fccf9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ord_2. +Result preview: [{"ord_2": "Freezing", "support": 6327}, {"ord_2": "Lava Hot", "support": 4014}, {"ord_2": "Boiling Hot", "support": 3942}, {"ord_2": "Cold", "support": 2162}, {"ord_2": "Hot", "support": 1421}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_673a8fbb553fccf9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_673a8fbb553fccf9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..788fcfa543015c8f8b50ad8d0c05d133198e5e2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_673a8fbb553fccf9/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_673a8fbb553fccf9 +-- problem_id: v2p_c14_ded5df12caac6ee5 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", COUNT(*) AS support +FROM "c14" +WHERE "ord_4" = 'L' +GROUP BY "ord_2" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_673a8fbb553fccf9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_673a8fbb553fccf9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f78beb7916554e0d7ea01cce454eeb72d8aa7eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_673a8fbb553fccf9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_2\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_4\" = 'L'\nGROUP BY \"ord_2\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_2\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_4\\\" = 'L'\\nGROUP BY \\\"ord_2\\\"\\nORDER BY support DESC\\nLIMIT 16;\", \"columns\": [\"ord_2\", \"support\"], \"rows\": [{\"ord_2\": \"Freezing\", \"support\": 6327}, {\"ord_2\": \"Lava Hot\", \"support\": 4014}, {\"ord_2\": \"Boiling Hot\", \"support\": 3942}, {\"ord_2\": \"Cold\", \"support\": 2162}, {\"ord_2\": \"Hot\", \"support\": 1421}, {\"ord_2\": \"Warm\", \"support\": 1200}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 122.54}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_673a8fbb553fccf9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_673a8fbb553fccf9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6b9536044c634bf9e8c83022cfc7d6a62a776c3b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_673a8fbb553fccf9/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:10:42.280163+00:00", + "ended_at": "2026-05-04T07:10:53.971391+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_673a8fbb553fccf9", + "problem_id": "v2p_c14_ded5df12caac6ee5", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ord_2.", + "bindings": { + "group_col": "ord_2", + "predicate_col": "ord_4", + "predicate_op": "=", + "predicate_value": "L", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_673a8fbb553fccf9.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_673a8fbb553fccf9", + "api_calls": 0, + "input_tokens": 23888, + "cached_input_tokens": 23424, + "output_tokens": 124, + "total_tokens": 24012, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3799, + "estimated_output_tokens": 108, + "estimated_total_tokens": 3907, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11470.24, + "sql_execution_elapsed_ms_total": 122.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_673a8fbb553fccf9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_673a8fbb553fccf9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_673a8fbb553fccf9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e4c5dd6b7dc3524dfef9c9d3555868f99bdb291 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_673a8fbb553fccf9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:10:53.834649+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11470.24, "started_at": "2026-05-04T07:10:42.343367+00:00", "ended_at": "2026-05-04T07:10:53.813171+00:00", "prompt_metrics": {"chars": 11871, "bytes_utf8": 11871, "lines": 398, "estimated_tokens": 3799}, "response_metrics": {"chars": 375, "bytes_utf8": 375, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 23888, "cached_input_tokens": 23424, "output_tokens": 124}, "stderr_preview": "2026-05-04T07:10:42.564660Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:10:44.980352Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_0, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "ord_0", + "target_col": "target", + "target_value": "0", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..39eca52e632b574bc1fc380d83f3e54980f1e4d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dc-bc78-7922-a92d-c39a0b7cb9c6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"ord_0\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"ord_0\\\", target_col=\\\"target\\\", target_value='0', min_support=5, and top_k=10. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23953,"cached_input_tokens":22912,"output_tokens":174}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..366a0ae6f65c05cf8296598660b0e9bb3042146f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"ord_0\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"ord_0\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"ord_0\", target_col=\"target\", target_value='0', min_support=5, and top_k=10. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed5975ed5dc4ce1546a511d2367b35e0f0c2d05d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:21:08.548493Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:21:10.923403Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:21:19.286087Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c8701c3997ab80ab2c4ed0871d3b3d3f00299e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_0, target_col=target. +Result preview: [{"ord_0": "1", "support": 194846, "focus_rate": 0.721831600340782}, {"ord_0": "2", "support": 66438, "focus_rate": 0.6653120202293868}, {"ord_0": "3", "support": 38716, "focus_rate": 0.6040913317491476}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c36918eb579f56793427828deb8bb44f9a34ba76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_674d634a64414380 +-- problem_id: v2p_c14_688ed90d466f4d60 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_0", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "ord_0" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1d24bb62bc076d98896ecbc1a65a93aab15861c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"ord_0\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"ord_0\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"ord_0\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\", \"columns\": [\"ord_0\", \"support\", \"focus_rate\"], \"rows\": [{\"ord_0\": \"1\", \"support\": 194846, \"focus_rate\": 0.721831600340782}, {\"ord_0\": \"2\", \"support\": 66438, \"focus_rate\": 0.6653120202293868}, {\"ord_0\": \"3\", \"support\": 38716, \"focus_rate\": 0.6040913317491476}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 278.82}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4b7a63575f3d0483272c9cb2b48598667a9bd9c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:21:08.284759+00:00", + "ended_at": "2026-05-04T07:21:20.425493+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_674d634a64414380", + "problem_id": "v2p_c14_688ed90d466f4d60", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_0, target_col=target.", + "bindings": { + "group_col": "ord_0", + "target_col": "target", + "target_value": "0", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_674d634a64414380.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_674d634a64414380", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 174, + "total_tokens": 24127, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 142, + "estimated_total_tokens": 4006, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11774.05, + "sql_execution_elapsed_ms_total": 278.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_674d634a64414380\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea92ebca54d286301daf4de9500926e144038156 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:21:20.137835+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11774.05, "started_at": "2026-05-04T07:21:08.339701+00:00", "ended_at": "2026-05-04T07:21:20.116438+00:00", "prompt_metrics": {"chars": 12026, "bytes_utf8": 12026, "lines": 397, "estimated_tokens": 3864}, "response_metrics": {"chars": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 23953, "cached_input_tokens": 22912, "output_tokens": 174}, "stderr_preview": "2026-05-04T07:21:08.548493Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:21:10.923403Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"ord_0\\\", target_col=\\\"target\\\", target_value='0', min_support=5, and top_k=10. SQLite-compatible and single-table only.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4c1f85fc63936326194bb2d383185b68d07d90c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_674d634a64414380/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_674d634a64414380", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 174, + "total_tokens": 24127, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 142, + "estimated_total_tokens": 4006, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11774.05, + "sql_execution_elapsed_ms_total": 278.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_674d634a64414380\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e065fe91fef2011ac53c092d5f70042e4282dbb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11876, "bytes_utf8": 11876, "lines": 398, "estimated_tokens": 3799}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 23888, "cached_input_tokens": 19840, "output_tokens": 135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8974ef5a1b0cb694166e8e29e467e5942d1c36cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_6921631f3d8d52dd", + "api_calls": 0, + "input_tokens": 23888, + "cached_input_tokens": 19840, + "output_tokens": 135, + "total_tokens": 24023, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3799, + "estimated_output_tokens": 119, + "estimated_total_tokens": 3918, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13261.92, + "sql_execution_elapsed_ms_total": 151.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_6921631f3d8d52dd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f294350dceff45fc368ccc2bbd3a5352d77e7e34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:08:01.777972+00:00", + "ended_at": "2026-05-04T07:08:15.044021+00:00", + "elapsed_ms": 13261.92, + "prompt_metrics": { + "chars": 11876, + "bytes_utf8": 11876, + "lines": 398, + "estimated_tokens": 3799 + }, + "stdout_metrics": { + "chars": 764, + "bytes_utf8": 764, + "lines": 4, + "estimated_tokens": 228 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13186 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 438, + "bytes_utf8": 438, + "lines": 1, + "estimated_tokens": 119 + }, + "usage": { + "input_tokens": 23888, + "cached_input_tokens": 19840, + "output_tokens": 135 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..06c4511ecb6394807035034a5c8dc5fbb9f9adc5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=nom_1.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "nom_1", + "predicate_col": "nom_4", + "predicate_op": "=", + "predicate_value": "Oboe", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4940c7df0b97f39a470dc70334eb8d1781ba802 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d0-bc4d-7f73-9ffe-62edd46a8c04"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"nom_1\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_4\\\" = 'Oboe'\\nGROUP BY \\\"nom_1\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the required Filtered Top-k Group Count template with fixed bindings: group_col=\\\"nom_1\\\", predicate_col=\\\"nom_4\\\", predicate_value='Oboe', and top_k=10. All identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23888,"cached_input_tokens":19840,"output_tokens":135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e580aa8e0037463b60022b0f2dba452436dc957c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"nom_1\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"nom_4\" = 'Oboe'\nGROUP BY \"nom_1\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the required Filtered Top-k Group Count template with fixed bindings: group_col=\"nom_1\", predicate_col=\"nom_4\", predicate_value='Oboe', and top_k=10. All identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d44aa3fba8a9190064606f5aa677ddb76d6c93ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:08:02.062620Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:08:04.487810Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:08:14.257606Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1dc171db9cc441758bd789baeec00a4b9e32a8ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=nom_1. +Result preview: [{"nom_1": "Trapezoid", "support": 30956}, {"nom_1": "Square", "support": 15434}, {"nom_1": "Star", "support": 14142}, {"nom_1": "Circle", "support": 11474}, {"nom_1": "Polygon", "support": 11305}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ee848809e3d95f1f4922afc5742386695ee81e7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_6921631f3d8d52dd +-- problem_id: v2p_c14_4d019134bc24b578 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", COUNT(*) AS support +FROM "c14" +WHERE "nom_4" = 'Oboe' +GROUP BY "nom_1" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7083f92754dd7a103a60fbfba1bac88037649e33 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"nom_1\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"nom_4\" = 'Oboe'\nGROUP BY \"nom_1\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"nom_1\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_4\\\" = 'Oboe'\\nGROUP BY \\\"nom_1\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"nom_1\", \"support\"], \"rows\": [{\"nom_1\": \"Trapezoid\", \"support\": 30956}, {\"nom_1\": \"Square\", \"support\": 15434}, {\"nom_1\": \"Star\", \"support\": 14142}, {\"nom_1\": \"Circle\", \"support\": 11474}, {\"nom_1\": \"Polygon\", \"support\": 11305}, {\"nom_1\": \"Triangle\", \"support\": 8982}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 151.72}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..12a6f1e0b99c22c1b829f8f619c8647637b0e0ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:08:01.727879+00:00", + "ended_at": "2026-05-04T07:08:15.226071+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_6921631f3d8d52dd", + "problem_id": "v2p_c14_4d019134bc24b578", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=nom_1.", + "bindings": { + "group_col": "nom_1", + "predicate_col": "nom_4", + "predicate_op": "=", + "predicate_value": "Oboe", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_6921631f3d8d52dd.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_6921631f3d8d52dd", + "api_calls": 0, + "input_tokens": 23888, + "cached_input_tokens": 19840, + "output_tokens": 135, + "total_tokens": 24023, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3799, + "estimated_output_tokens": 119, + "estimated_total_tokens": 3918, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13261.92, + "sql_execution_elapsed_ms_total": 151.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_6921631f3d8d52dd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d0ad4f7ec9115ba66acf4728faa758d018d0578 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6921631f3d8d52dd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:08:15.063817+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13261.92, "started_at": "2026-05-04T07:08:01.777972+00:00", "ended_at": "2026-05-04T07:08:15.044021+00:00", "prompt_metrics": {"chars": 11876, "bytes_utf8": 11876, "lines": 398, "estimated_tokens": 3799}, "response_metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 23888, "cached_input_tokens": 19840, "output_tokens": 135}, "stderr_preview": "2026-05-04T07:08:02.062620Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:08:04.487810Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_1.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "bin_1", + "entity_col": "nom_5", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_693419000b032e9a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_693419000b032e9a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0806d19d0e88552c44de5adf915088c53f6a6422 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_693419000b032e9a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d4-6f78-70c3-8cf3-adb260a883ed"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bin_1\\\", COUNT(DISTINCT \\\"nom_5\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\",\"notes\":\"Used the provided template with fixed bindings group_col=\\\"bin_1\\\", entity_col=\\\"nom_5\\\", and top_k=13. Query is SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23865,"cached_input_tokens":22912,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_693419000b032e9a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_693419000b032e9a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..db1805109b1f8f43d255a79d2020b9807481ad43 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_693419000b032e9a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bin_1\", COUNT(DISTINCT \"nom_5\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_1\"\nORDER BY distinct_entities DESC\nLIMIT 13;","notes":"Used the provided template with fixed bindings group_col=\"bin_1\", entity_col=\"nom_5\", and top_k=13. Query is SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_693419000b032e9a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_693419000b032e9a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd82a5fd63c29f0479f9bbb4f9263626ce8d7dc0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_693419000b032e9a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:12:04.620603Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:12:06.989760Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:12:23.648636Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_693419000b032e9a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_693419000b032e9a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0a7b2715356bea7bdef480b9e4c05429993effb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_693419000b032e9a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_1. +Result preview: [{"bin_1": "1", "distinct_entities": 222}, {"bin_1": "0", "distinct_entities": 222}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_693419000b032e9a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_693419000b032e9a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..51582d7804fc81c7f9d54afa6d56a83c842bed88 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_693419000b032e9a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c14_693419000b032e9a +-- problem_id: v2p_c14_4050fa7ee428278d +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", COUNT(DISTINCT "nom_5") AS distinct_entities +FROM "c14" +GROUP BY "bin_1" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_693419000b032e9a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_693419000b032e9a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..931ceb18cfe9937e4bd7ef35ed8ba2aa39042331 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_693419000b032e9a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bin_1\", COUNT(DISTINCT \"nom_5\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_1\"\nORDER BY distinct_entities DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bin_1\\\", COUNT(DISTINCT \\\"nom_5\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\", \"columns\": [\"bin_1\", \"distinct_entities\"], \"rows\": [{\"bin_1\": \"1\", \"distinct_entities\": 222}, {\"bin_1\": \"0\", \"distinct_entities\": 222}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 289.32}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_693419000b032e9a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_693419000b032e9a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a1cce96b67a6a5fbbe4d4d9f30647f07b1152924 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_693419000b032e9a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:12:04.261640+00:00", + "ended_at": "2026-05-04T07:12:24.917872+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_693419000b032e9a", + "problem_id": "v2p_c14_4050fa7ee428278d", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_1.", + "bindings": { + "group_col": "bin_1", + "entity_col": "nom_5", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=73" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_693419000b032e9a.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_693419000b032e9a", + "api_calls": 0, + "input_tokens": 23865, + "cached_input_tokens": 22912, + "output_tokens": 115, + "total_tokens": 23980, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3776, + "estimated_output_tokens": 99, + "estimated_total_tokens": 3875, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20237.93, + "sql_execution_elapsed_ms_total": 289.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_693419000b032e9a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_693419000b032e9a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_693419000b032e9a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65b70fc12ae8e8d01d47635de96da7b1989a9652 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_693419000b032e9a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:12:24.601818+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20237.93, "started_at": "2026-05-04T07:12:04.321305+00:00", "ended_at": "2026-05-04T07:12:24.559308+00:00", "prompt_metrics": {"chars": 11799, "bytes_utf8": 11799, "lines": 396, "estimated_tokens": 3776}, "response_metrics": {"chars": 368, "bytes_utf8": 368, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 23865, "cached_input_tokens": 22912, "output_tokens": 115}, "stderr_preview": "2026-05-04T07:12:04.620603Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:12:06.989760Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_69e2bf7869f4f1fb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_69e2bf7869f4f1fb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3e7a815cc2f359f1feb3e715c4e4df0d786b9c7a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_69e2bf7869f4f1fb/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_69e2bf7869f4f1fb\n-- problem_id: v2p_c14_e3d83506346c84d8\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_8\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_8\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_69e2bf7869f4f1fb\\n-- problem_id: v2p_c14_e3d83506346c84d8\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_8\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_8\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_8\", \"support\", \"avg_response\"], \"rows\": [{\"nom_8\": \"c720f85ca\", \"support\": 299, \"avg_response\": 148060.64548494984}, {\"nom_8\": \"9ff6898e5\", \"support\": 294, \"avg_response\": 142459.67006802722}, {\"nom_8\": \"3cec7c3f5\", \"support\": 292, \"avg_response\": 157642.15753424657}, {\"nom_8\": \"d69adef8b\", \"support\": 288, \"avg_response\": 151406.26041666666}, {\"nom_8\": \"17ba84114\", \"support\": 287, \"avg_response\": 150403.06968641115}, {\"nom_8\": \"fdcd0dada\", \"support\": 287, \"avg_response\": 147988.58536585365}, {\"nom_8\": \"bb2c599dd\", \"support\": 287, \"avg_response\": 141535.15331010454}, {\"nom_8\": \"beacd1432\", \"support\": 286, \"avg_response\": 159002.9090909091}, {\"nom_8\": \"db3352558\", \"support\": 286, \"avg_response\": 151170.84615384616}, {\"nom_8\": \"5013e2094\", \"support\": 286, \"avg_response\": 146165.7867132867}, {\"nom_8\": \"6f08eb834\", \"support\": 285, \"avg_response\": 158479.75789473683}, {\"nom_8\": \"9b6150ff9\", \"support\": 285, \"avg_response\": 152215.9894736842}, {\"nom_8\": \"b7f127f12\", \"support\": 285, \"avg_response\": 148533.2105263158}, {\"nom_8\": \"0bda6bd36\", \"support\": 285, \"avg_response\": 145713.7754385965}, {\"nom_8\": \"d1316ead6\", \"support\": 284, \"avg_response\": 145685.9295774648}, {\"nom_8\": \"0ec45f250\", \"support\": 283, \"avg_response\": 158030.06713780918}, {\"nom_8\": \"f0c4b003b\", \"support\": 282, \"avg_response\": 147077.6914893617}, {\"nom_8\": \"6091ae118\", \"support\": 282, \"avg_response\": 140783.98936170212}, {\"nom_8\": \"9c093c194\", \"support\": 281, \"avg_response\": 150277.46619217083}, {\"nom_8\": \"0f3836e8e\", \"support\": 281, \"avg_response\": 141442.46619217083}, {\"nom_8\": \"cf61d0c57\", \"support\": 280, \"avg_response\": 154718.4714285714}, {\"nom_8\": \"d9e105c14\", \"support\": 280, \"avg_response\": 151952.61071428572}, {\"nom_8\": \"3915fff41\", \"support\": 280, \"avg_response\": 147192.0892857143}, {\"nom_8\": \"f4e2b7052\", \"support\": 279, \"avg_response\": 148669.13261648745}, {\"nom_8\": \"01dfa4ee9\", \"support\": 279, \"avg_response\": 145265.82795698923}, {\"nom_8\": \"c72b78ad7\", \"support\": 278, \"avg_response\": 160005.8309352518}, {\"nom_8\": \"053b5acae\", \"support\": 278, \"avg_response\": 155044.80215827338}, {\"nom_8\": \"5ab5c0eaa\", \"support\": 278, \"avg_response\": 149134.20503597122}, {\"nom_8\": \"de9c9f684\", \"support\": 278, \"avg_response\": 147148.3489208633}, {\"nom_8\": \"a4ba24658\", \"support\": 278, \"avg_response\": 146188.98561151078}, {\"nom_8\": \"1abfd700c\", \"support\": 277, \"avg_response\": 155310.63898916967}, {\"nom_8\": \"e33c9683a\", \"support\": 277, \"avg_response\": 152002.12274368232}, {\"nom_8\": \"5213ff772\", \"support\": 277, \"avg_response\": 141214.5559566787}, {\"nom_8\": \"edfc6cc92\", \"support\": 276, \"avg_response\": 157222.57971014493}, {\"nom_8\": \"f7234f3a4\", \"support\": 276, \"avg_response\": 156111.27536231885}, {\"nom_8\": \"a666f7dc4\", \"support\": 276, \"avg_response\": 142905.08695652173}, {\"nom_8\": \"8a2663908\", \"support\": 275, \"avg_response\": 160331.60363636364}, {\"nom_8\": \"8a9cb6fd2\", \"support\": 275, \"avg_response\": 151203.43636363637}, {\"nom_8\": \"5fc70d251\", \"support\": 275, \"avg_response\": 150565.2618181818}, {\"nom_8\": \"dab3adf54\", \"support\": 274, \"avg_response\": 151828.28832116787}, {\"nom_8\": \"afbb3506a\", \"support\": 274, \"avg_response\": 150090.16423357665}, {\"nom_8\": \"4d70170c4\", \"support\": 274, \"avg_response\": 146333.27737226276}, {\"nom_8\": \"63572f4db\", \"support\": 274, \"avg_response\": 144267.7299270073}, {\"nom_8\": \"4bbe95f85\", \"support\": 273, \"avg_response\": 156073.94505494504}, {\"nom_8\": \"9ed47e9be\", \"support\": 273, \"avg_response\": 148142.23076923078}, {\"nom_8\": \"c9180665d\", \"support\": 273, \"avg_response\": 147965.5750915751}, {\"nom_8\": \"e9e0e972d\", \"support\": 273, \"avg_response\": 143414.24908424908}, {\"nom_8\": \"c389000ab\", \"support\": 271, \"avg_response\": 149173.8560885609}, {\"nom_8\": \"2c15d0173\", \"support\": 271, \"avg_response\": 144477.79335793358}, {\"nom_8\": \"1484cacf0\", \"support\": 270, \"avg_response\": 157905.52962962963}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 325.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_69e2bf7869f4f1fb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_69e2bf7869f4f1fb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fbaa4c6b1d1672916c04495f586f3ee5d8660b10 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_69e2bf7869f4f1fb/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:56.901218+00:00", + "ended_at": "2026-05-04T07:37:57.234584+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_69e2bf7869f4f1fb", + "problem_id": "v2p_c14_e3d83506346c84d8", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=id, key_col=nom_8.", + "bindings": { + "key_col": "nom_8", + "measure_col": "id", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=16", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 16, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_69e2bf7869f4f1fb.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_69e2bf7869f4f1fb/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_69e2bf7869f4f1fb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_69e2bf7869f4f1fb/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a5fd1f13b3f929f4559c3532eac7e8ebfe7b3bde --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11992, "bytes_utf8": 11992, "lines": 400, "estimated_tokens": 3845}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 358, "bytes_utf8": 358, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 23936, "cached_input_tokens": 6528, "output_tokens": 208}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96fe6769c2fbb7ff2a6334de4a5248cb536e6153 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_6b8e2d1417d67eaf", + "api_calls": 0, + "input_tokens": 23936, + "cached_input_tokens": 6528, + "output_tokens": 208, + "total_tokens": 24144, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3845, + "estimated_output_tokens": 109, + "estimated_total_tokens": 3954, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13536.66, + "sql_execution_elapsed_ms_total": 1601.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_6b8e2d1417d67eaf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9ea5f3d1c6f48dd3ae541578e06bab9d4fad8d5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:51:30.327854+00:00", + "ended_at": "2026-05-04T06:51:43.868425+00:00", + "elapsed_ms": 13536.66, + "prompt_metrics": { + "chars": 11992, + "bytes_utf8": 11992, + "lines": 400, + "estimated_tokens": 3845 + }, + "stdout_metrics": { + "chars": 694, + "bytes_utf8": 694, + "lines": 4, + "estimated_tokens": 222 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13252 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 358, + "bytes_utf8": 358, + "lines": 1, + "estimated_tokens": 109 + }, + "usage": { + "input_tokens": 23936, + "cached_input_tokens": 6528, + "output_tokens": 208 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54cd3892d077857efc32672c62423c112d34c024 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,400 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=nom_3.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "bin_0", + "group_col_2": "nom_3", + "predicate_col": "nom_1", + "predicate_op": "=", + "predicate_value": "Square", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b025724a27d25176ab0ddb1279590e0dccc959f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c1-9b1a-7e50-8a6c-04611905471e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bin_0\\\", \\\"nom_3\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_1\\\" = 'Square'\\nGROUP BY \\\"bin_0\\\", \\\"nom_3\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the planned filtered two-dimensional group count template with group columns \\\"bin_0\\\" and \\\"nom_3\\\", filtered on \\\"nom_1\\\" = 'Square'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23936,"cached_input_tokens":6528,"output_tokens":208}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b3a8edd137b883f8567a46f24c6a207578e0b65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bin_0\", \"nom_3\", COUNT(*) AS row_count\nFROM \"c14\"\nWHERE \"nom_1\" = 'Square'\nGROUP BY \"bin_0\", \"nom_3\"\nORDER BY row_count DESC;","notes":"Uses the planned filtered two-dimensional group count template with group columns \"bin_0\" and \"nom_3\", filtered on \"nom_1\" = 'Square'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..858ee98f86ff7d26ef4558017c2184947c421bd7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:51:30.523955Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:51:32.931406Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:51:43.128795Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..50bc3e86b858c5c38806b90ebae2c186da9be6b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=nom_3. +Result preview: [{"bin_0": "0", "nom_3": "Russia", "row_count": 14537}, {"bin_0": "0", "nom_3": "Canada", "row_count": 7084}, {"bin_0": "0", "nom_3": "China", "row_count": 6588}, {"bin_0": "0", "nom_3": "Costa Rica", "row_count": 5265}, {"bin_0": "0", "nom_3": "Finland", "row_count": 5251}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..25308e39b4b69045a0d4211377456625ae1d903d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c14_6b8e2d1417d67eaf +-- problem_id: v2p_c14_635fc1b3bf0ccb1f +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "nom_3", COUNT(*) AS row_count +FROM "c14" +WHERE "nom_1" = 'Square' +GROUP BY "bin_0", "nom_3" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..590859816174efac7cd5d7c563a3f3243b289fd0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bin_0\", \"nom_3\", COUNT(*) AS row_count\nFROM \"c14\"\nWHERE \"nom_1\" = 'Square'\nGROUP BY \"bin_0\", \"nom_3\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bin_0\\\", \\\"nom_3\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_1\\\" = 'Square'\\nGROUP BY \\\"bin_0\\\", \\\"nom_3\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"bin_0\", \"nom_3\", \"row_count\"], \"rows\": [{\"bin_0\": \"0\", \"nom_3\": \"Russia\", \"row_count\": 14537}, {\"bin_0\": \"0\", \"nom_3\": \"Canada\", \"row_count\": 7084}, {\"bin_0\": \"0\", \"nom_3\": \"China\", \"row_count\": 6588}, {\"bin_0\": \"0\", \"nom_3\": \"Costa Rica\", \"row_count\": 5265}, {\"bin_0\": \"0\", \"nom_3\": \"Finland\", \"row_count\": 5251}, {\"bin_0\": \"0\", \"nom_3\": \"India\", \"row_count\": 4417}, {\"bin_0\": \"1\", \"nom_3\": \"Russia\", \"row_count\": 2156}, {\"bin_0\": \"1\", \"nom_3\": \"Canada\", \"row_count\": 1094}, {\"bin_0\": \"1\", \"nom_3\": \"China\", \"row_count\": 936}, {\"bin_0\": \"1\", \"nom_3\": \"Costa Rica\", \"row_count\": 807}, {\"bin_0\": \"1\", \"nom_3\": \"Finland\", \"row_count\": 803}, {\"bin_0\": \"1\", \"nom_3\": \"India\", \"row_count\": 659}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1601.34}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..848fb4a2535bf1380d9df9218c75c2010afabbd7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:51:30.275968+00:00", + "ended_at": "2026-05-04T06:51:45.501400+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_6b8e2d1417d67eaf", + "problem_id": "v2p_c14_635fc1b3bf0ccb1f", + "dataset_id": "c14", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=nom_3.", + "bindings": { + "group_col": "bin_0", + "group_col_2": "nom_3", + "predicate_col": "nom_1", + "predicate_op": "=", + "predicate_value": "Square", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=7" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_6b8e2d1417d67eaf.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_6b8e2d1417d67eaf", + "api_calls": 0, + "input_tokens": 23936, + "cached_input_tokens": 6528, + "output_tokens": 208, + "total_tokens": 24144, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3845, + "estimated_output_tokens": 109, + "estimated_total_tokens": 3954, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13536.66, + "sql_execution_elapsed_ms_total": 1601.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_6b8e2d1417d67eaf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc5816e55f0fb95c61c725928c5f70b61f9b2761 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6b8e2d1417d67eaf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:51:43.888913+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13536.66, "started_at": "2026-05-04T06:51:30.327854+00:00", "ended_at": "2026-05-04T06:51:43.868425+00:00", "prompt_metrics": {"chars": 11992, "bytes_utf8": 11992, "lines": 400, "estimated_tokens": 3845}, "response_metrics": {"chars": 358, "bytes_utf8": 358, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 23936, "cached_input_tokens": 6528, "output_tokens": 208}, "stderr_preview": "2026-05-04T06:51:30.523955Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:51:32.931406Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6d971a4a2d2a2b42/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6d971a4a2d2a2b42/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55ebf82824bcfc1354e2257b390eba42a44604a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6d971a4a2d2a2b42/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_6d971a4a2d2a2b42\n-- problem_id: v2p_c14_b9e21d6729b914a6\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_7\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_7\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_6d971a4a2d2a2b42\\n-- problem_id: v2p_c14_b9e21d6729b914a6\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_7\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_7\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_7\", \"support\", \"avg_response\"], \"rows\": [{\"nom_7\": \"3a114adea\", \"support\": 534, \"avg_response\": 151138.52621722847}, {\"nom_7\": \"6f3940b72\", \"support\": 518, \"avg_response\": 150454.61776061775}, {\"nom_7\": \"3b679e531\", \"support\": 518, \"avg_response\": 148162.16216216216}, {\"nom_7\": \"fcf2b8dce\", \"support\": 517, \"avg_response\": 152140.49129593812}, {\"nom_7\": \"fe27cc23d\", \"support\": 515, \"avg_response\": 149697.01941747573}, {\"nom_7\": \"c6344321c\", \"support\": 510, \"avg_response\": 146288.2274509804}, {\"nom_7\": \"c75a7f5f8\", \"support\": 508, \"avg_response\": 149353.9468503937}, {\"nom_7\": \"a0be4f3da\", \"support\": 505, \"avg_response\": 150514.1287128713}, {\"nom_7\": \"c6dfa929a\", \"support\": 501, \"avg_response\": 157501.8502994012}, {\"nom_7\": \"bb5a78030\", \"support\": 500, \"avg_response\": 155377.156}, {\"nom_7\": \"eeba65bef\", \"support\": 500, \"avg_response\": 147666.144}, {\"nom_7\": \"cab0b4ca9\", \"support\": 499, \"avg_response\": 157782.87575150302}, {\"nom_7\": \"4a0ff1117\", \"support\": 498, \"avg_response\": 150426.66465863455}, {\"nom_7\": \"a2507f97d\", \"support\": 497, \"avg_response\": 150406.77263581488}, {\"nom_7\": \"eb50b1f32\", \"support\": 496, \"avg_response\": 149360.7116935484}, {\"nom_7\": \"700924d38\", \"support\": 496, \"avg_response\": 146825.0}, {\"nom_7\": \"7c6d738f8\", \"support\": 496, \"avg_response\": 143016.53024193548}, {\"nom_7\": \"17d7c7e77\", \"support\": 494, \"avg_response\": 149978.65182186235}, {\"nom_7\": \"5aed00b2c\", \"support\": 493, \"avg_response\": 149718.22920892495}, {\"nom_7\": \"a88395028\", \"support\": 492, \"avg_response\": 147705.90447154472}, {\"nom_7\": \"0378e418b\", \"support\": 490, \"avg_response\": 155473.4469387755}, {\"nom_7\": \"12e6161c9\", \"support\": 490, \"avg_response\": 147911.21224489796}, {\"nom_7\": \"2d8e816e2\", \"support\": 490, \"avg_response\": 145786.9469387755}, {\"nom_7\": \"944df579c\", \"support\": 489, \"avg_response\": 144559.25562372187}, {\"nom_7\": \"5fee1e1d2\", \"support\": 487, \"avg_response\": 152750.88501026694}, {\"nom_7\": \"077a10d72\", \"support\": 487, \"avg_response\": 148931.69609856262}, {\"nom_7\": \"d863df6ca\", \"support\": 486, \"avg_response\": 156925.8086419753}, {\"nom_7\": \"4addee130\", \"support\": 486, \"avg_response\": 151071.72633744855}, {\"nom_7\": \"346c81c8f\", \"support\": 486, \"avg_response\": 148060.94238683127}, {\"nom_7\": \"0e0637b46\", \"support\": 485, \"avg_response\": 148829.66391752576}, {\"nom_7\": \"3c452e60d\", \"support\": 485, \"avg_response\": 142152.79793814433}, {\"nom_7\": \"59de9c26a\", \"support\": 484, \"avg_response\": 148832.4132231405}, {\"nom_7\": \"f6ddab67f\", \"support\": 483, \"avg_response\": 151760.02898550723}, {\"nom_7\": \"3f0057c9b\", \"support\": 482, \"avg_response\": 137993.17427385892}, {\"nom_7\": \"4a79709cd\", \"support\": 481, \"avg_response\": 153410.74844074843}, {\"nom_7\": \"22831fffe\", \"support\": 481, \"avg_response\": 150619.68814968815}, {\"nom_7\": \"be90beeea\", \"support\": 480, \"avg_response\": 146876.37291666667}, {\"nom_7\": \"00994f749\", \"support\": 480, \"avg_response\": 145032.29166666666}, {\"nom_7\": \"3e5f076e2\", \"support\": 479, \"avg_response\": 144346.89561586638}, {\"nom_7\": \"f037a1bfd\", \"support\": 478, \"avg_response\": 156841.41213389122}, {\"nom_7\": \"b042166d5\", \"support\": 476, \"avg_response\": 153142.07773109243}, {\"nom_7\": \"85495b390\", \"support\": 476, \"avg_response\": 153058.09663865546}, {\"nom_7\": \"a6a36f527\", \"support\": 475, \"avg_response\": 150265.04631578948}, {\"nom_7\": \"f53ce6da5\", \"support\": 475, \"avg_response\": 149681.21263157894}, {\"nom_7\": \"d640f9971\", \"support\": 475, \"avg_response\": 148461.91578947369}, {\"nom_7\": \"e94478990\", \"support\": 474, \"avg_response\": 153587.78481012658}, {\"nom_7\": \"66418d6ec\", \"support\": 472, \"avg_response\": 156570.875}, {\"nom_7\": \"058d689da\", \"support\": 472, \"avg_response\": 149804.62076271186}, {\"nom_7\": \"386eb705f\", \"support\": 471, \"avg_response\": 146256.2866242038}, {\"nom_7\": \"f16ff4894\", \"support\": 471, \"avg_response\": 138481.46496815287}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 338.49}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6d971a4a2d2a2b42/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6d971a4a2d2a2b42/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b151a47c406da49e39755b2264897deca3718b6b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6d971a4a2d2a2b42/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:55.528694+00:00", + "ended_at": "2026-05-04T07:37:55.874151+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_6d971a4a2d2a2b42", + "problem_id": "v2p_c14_b9e21d6729b914a6", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=id, key_col=nom_7.", + "bindings": { + "key_col": "nom_7", + "measure_col": "id", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=12", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 12, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_6d971a4a2d2a2b42.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6d971a4a2d2a2b42/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6d971a4a2d2a2b42/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6d971a4a2d2a2b42/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f45e96a661554bba2a7d44aee4d7e33b1f565c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11875, "bytes_utf8": 11875, "lines": 398, "estimated_tokens": 3801}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 23890, "cached_input_tokens": 22912, "output_tokens": 130}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c7aa41f51b490337ce52232b43e1a11dd3cc8fa6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_6df92fe958e11cb8", + "api_calls": 0, + "input_tokens": 23890, + "cached_input_tokens": 22912, + "output_tokens": 130, + "total_tokens": 24020, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3801, + "estimated_output_tokens": 114, + "estimated_total_tokens": 3915, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11731.11, + "sql_execution_elapsed_ms_total": 162.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_6df92fe958e11cb8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1ce98ddd0b00b29fa913b6b1deeb0adc870c16a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:11:30.115573+00:00", + "ended_at": "2026-05-04T07:11:41.846708+00:00", + "elapsed_ms": 11731.11, + "prompt_metrics": { + "chars": 11875, + "bytes_utf8": 11875, + "lines": 398, + "estimated_tokens": 3801 + }, + "stdout_metrics": { + "chars": 734, + "bytes_utf8": 734, + "lines": 4, + "estimated_tokens": 225 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 404, + "bytes_utf8": 404, + "lines": 1, + "estimated_tokens": 114 + }, + "usage": { + "input_tokens": 23890, + "cached_input_tokens": 22912, + "output_tokens": 130 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..421d969c17f9b8298dadccbd7c1e658bbbe5d45a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ord_4.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "ord_4", + "predicate_col": "day", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f09200562a2cb2fa2eb1f064d98e7a9a4a1d5716 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d3-ea12-7481-8648-3e3b204fc7f7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_4\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE CAST(\\\"day\\\" AS REAL) >= 4.0\\nGROUP BY \\\"ord_4\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the required Filtered Top-k Group Count template with fixed binding group_col=\\\"ord_4\\\" and predicate on \\\"day\\\" >= 4.0. Cast \\\"day\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23890,"cached_input_tokens":22912,"output_tokens":130}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50f81b21e433f66f479495ac0b6ffb2fafb186a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_4\", COUNT(*) AS support\nFROM \"c14\"\nWHERE CAST(\"day\" AS REAL) >= 4.0\nGROUP BY \"ord_4\"\nORDER BY support DESC\nLIMIT 18;","notes":"Used the required Filtered Top-k Group Count template with fixed binding group_col=\"ord_4\" and predicate on \"day\" >= 4.0. Cast \"day\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b215b3cacb0de9fd1c015d1eddc80cf8030e6e8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:11:30.384334Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:11:32.691621Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:11:40.940698Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2af71ef0e43e9cddbd071f4d96608399cc70561a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ord_4. +Result preview: [{"ord_4": "L", "support": 5930}, {"ord_4": "G", "support": 5838}, {"ord_4": "S", "support": 5803}, {"ord_4": "A", "support": 5643}, {"ord_4": "R", "support": 5149}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..58eab13210820e2aa0481293c524cfdeb0908d9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_6df92fe958e11cb8 +-- problem_id: v2p_c14_544b7c4d836661e1 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", COUNT(*) AS support +FROM "c14" +WHERE CAST("day" AS REAL) >= 4.0 +GROUP BY "ord_4" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c23445ace2e5ca0428cfa25cfc398f84ed336113 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_4\", COUNT(*) AS support\nFROM \"c14\"\nWHERE CAST(\"day\" AS REAL) >= 4.0\nGROUP BY \"ord_4\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_4\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE CAST(\\\"day\\\" AS REAL) >= 4.0\\nGROUP BY \\\"ord_4\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"ord_4\", \"support\"], \"rows\": [{\"ord_4\": \"L\", \"support\": 5930}, {\"ord_4\": \"G\", \"support\": 5838}, {\"ord_4\": \"S\", \"support\": 5803}, {\"ord_4\": \"A\", \"support\": 5643}, {\"ord_4\": \"R\", \"support\": 5149}, {\"ord_4\": \"Q\", \"support\": 4897}, {\"ord_4\": \"K\", \"support\": 4577}, {\"ord_4\": \"I\", \"support\": 4533}, {\"ord_4\": \"Z\", \"support\": 4491}, {\"ord_4\": \"T\", \"support\": 4378}, {\"ord_4\": \"V\", \"support\": 4355}, {\"ord_4\": \"J\", \"support\": 4010}, {\"ord_4\": \"P\", \"support\": 3930}, {\"ord_4\": \"H\", \"support\": 3903}, {\"ord_4\": \"U\", \"support\": 3869}, {\"ord_4\": \"E\", \"support\": 3529}, {\"ord_4\": \"F\", \"support\": 3497}, {\"ord_4\": \"W\", \"support\": 2841}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 162.32}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..59fc53f350503618e943a9f0ecc613eb4adbf58b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:11:30.060020+00:00", + "ended_at": "2026-05-04T07:11:42.036929+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_6df92fe958e11cb8", + "problem_id": "v2p_c14_544b7c4d836661e1", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ord_4.", + "bindings": { + "group_col": "ord_4", + "predicate_col": "day", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=68" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_6df92fe958e11cb8.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_6df92fe958e11cb8", + "api_calls": 0, + "input_tokens": 23890, + "cached_input_tokens": 22912, + "output_tokens": 130, + "total_tokens": 24020, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3801, + "estimated_output_tokens": 114, + "estimated_total_tokens": 3915, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11731.11, + "sql_execution_elapsed_ms_total": 162.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_6df92fe958e11cb8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8a8a1e2b3b40893430bd8b160769b0dc0ce7cc2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:11:41.865386+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11731.11, "started_at": "2026-05-04T07:11:30.115573+00:00", "ended_at": "2026-05-04T07:11:41.846708+00:00", "prompt_metrics": {"chars": 11875, "bytes_utf8": 11875, "lines": 398, "estimated_tokens": 3801}, "response_metrics": {"chars": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 23890, "cached_input_tokens": 22912, "output_tokens": 130}, "stderr_preview": "2026-05-04T07:11:30.384334Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:11:32.691621Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4.0\\nGROUP BY \\\"ord_4\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the required Filtered Top-k Group Count template with fixed binding group_col=\\\"ord_4\\\" and predicate on \\\"day\\\" >= 4.0. Cast \\\"day\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2ef38c2c6519224e8c7667215b99035369618394 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6df92fe958e11cb8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_6df92fe958e11cb8", + "api_calls": 0, + "input_tokens": 23890, + "cached_input_tokens": 22912, + "output_tokens": 130, + "total_tokens": 24020, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3801, + "estimated_output_tokens": 114, + "estimated_total_tokens": 3915, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11731.11, + "sql_execution_elapsed_ms_total": 162.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_6df92fe958e11cb8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6fd3b3c04a8e40fbf9442950bcfb2254556dab3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11971, "bytes_utf8": 11971, "lines": 399, "estimated_tokens": 3852}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 460, "bytes_utf8": 460, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 23943, "cached_input_tokens": 3968, "output_tokens": 153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2ada95832a962e4c3f12a427bf61926afb2e8b60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_6fc020a34b5ff528", + "api_calls": 0, + "input_tokens": 23943, + "cached_input_tokens": 3968, + "output_tokens": 153, + "total_tokens": 24096, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3852, + "estimated_output_tokens": 137, + "estimated_total_tokens": 3989, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11441.41, + "sql_execution_elapsed_ms_total": 461.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_6fc020a34b5ff528\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4e9e3e5a190e53f9d803ac7d190e6482492de5e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:52:27.621259+00:00", + "ended_at": "2026-05-04T06:52:39.062639+00:00", + "elapsed_ms": 11441.41, + "prompt_metrics": { + "chars": 11971, + "bytes_utf8": 11971, + "lines": 399, + "estimated_tokens": 3852 + }, + "stdout_metrics": { + "chars": 792, + "bytes_utf8": 792, + "lines": 4, + "estimated_tokens": 245 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13239 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 460, + "bytes_utf8": 460, + "lines": 1, + "estimated_tokens": 137 + }, + "usage": { + "input_tokens": 23943, + "cached_input_tokens": 3968, + "output_tokens": 153 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a8e0e76e5067254cf8823e3cdcd673c3ec9d91b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_0, group_col_2=ord_4, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_0", + "group_col_2": "ord_4", + "target_col": "target", + "target_value": "1", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e86a7522e5a2e718403e84f67dae0c7c65b7bc6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c2-7ae6-7fd1-9bec-ac144de497f2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_0\\\", \\\"ord_4\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\", \\\"ord_4\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Uses the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=bin_0, group_col_2=ord_4, target_col=target, target_value=1. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23943,"cached_input_tokens":3968,"output_tokens":153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..043b2f525d1f4242b28ea27a0245030aa25cbac2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_0\", \"ord_4\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_0\", \"ord_4\"\nORDER BY \"target_rate\" DESC;","notes":"Uses the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=bin_0, group_col_2=ord_4, target_col=target, target_value=1. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9327b4c29e26a4f50de60a39326885e074bbdf74 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:52:27.812966Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:52:30.088974Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:52:38.060658Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..008df2cf0ecd8700f978750f884309dca4e6dcc9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_0, group_col_2=ord_4, target_col=target. +Result preview: [{"bin_0": "1", "ord_4": "Z", "target_rate": 0.44939695857367595}, {"bin_0": "0", "ord_4": "Z", "target_rate": 0.4347261663286004}, {"bin_0": "1", "ord_4": "Y", "target_rate": 0.42952380952380953}, {"bin_0": "0", "ord_4": "Y", "target_rate": 0.4280913978494624}, {"bin_0": "1", "ord_4": "W", "target_rate": 0.4207207207207207}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dfc800d90c51e381d1b84048f6c40e99d6a59ffc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_6fc020a34b5ff528 +-- problem_id: v2p_c14_6ba3eddc125214c6 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "ord_4", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_0", "ord_4" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be91f8570d097aa344c8259921c1699b949ab0ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_0\", \"ord_4\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_0\", \"ord_4\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_0\\\", \\\"ord_4\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\", \\\"ord_4\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bin_0\", \"ord_4\", \"target_rate\"], \"rows\": [{\"bin_0\": \"1\", \"ord_4\": \"Z\", \"target_rate\": 0.44939695857367595}, {\"bin_0\": \"0\", \"ord_4\": \"Z\", \"target_rate\": 0.4347261663286004}, {\"bin_0\": \"1\", \"ord_4\": \"Y\", \"target_rate\": 0.42952380952380953}, {\"bin_0\": \"0\", \"ord_4\": \"Y\", \"target_rate\": 0.4280913978494624}, {\"bin_0\": \"1\", \"ord_4\": \"W\", \"target_rate\": 0.4207207207207207}, {\"bin_0\": \"0\", \"ord_4\": \"X\", \"target_rate\": 0.4082255747126437}, {\"bin_0\": \"0\", \"ord_4\": \"W\", \"target_rate\": 0.407938666996414}, {\"bin_0\": \"1\", \"ord_4\": \"X\", \"target_rate\": 0.39917127071823205}, {\"bin_0\": \"1\", \"ord_4\": \"V\", \"target_rate\": 0.3901098901098901}, {\"bin_0\": \"1\", \"ord_4\": \"U\", \"target_rate\": 0.38644688644688646}, {\"bin_0\": \"0\", \"ord_4\": \"V\", \"target_rate\": 0.3857015337174389}, {\"bin_0\": \"0\", \"ord_4\": \"U\", \"target_rate\": 0.37326030349286166}, {\"bin_0\": \"0\", \"ord_4\": \"T\", \"target_rate\": 0.3703404873325803}, {\"bin_0\": \"1\", \"ord_4\": \"S\", \"target_rate\": 0.3658227848101266}, {\"bin_0\": \"0\", \"ord_4\": \"S\", \"target_rate\": 0.35843683732202364}, {\"bin_0\": \"1\", \"ord_4\": \"T\", \"target_rate\": 0.3559693318729463}, {\"bin_0\": \"1\", \"ord_4\": \"R\", \"target_rate\": 0.35373831775700937}, {\"bin_0\": \"0\", \"ord_4\": \"R\", \"target_rate\": 0.3515926151349158}, {\"bin_0\": \"1\", \"ord_4\": \"Q\", \"target_rate\": 0.3494809688581315}, {\"bin_0\": \"0\", \"ord_4\": \"Q\", \"target_rate\": 0.33434038267875127}, {\"bin_0\": \"0\", \"ord_4\": \"P\", \"target_rate\": 0.3258165548098434}, {\"bin_0\": \"1\", \"ord_4\": \"P\", \"target_rate\": 0.3191105769230769}, {\"bin_0\": \"0\", \"ord_4\": \"N\", \"target_rate\": 0.31781701444622795}, {\"bin_0\": \"0\", \"ord_4\": \"O\", \"target_rate\": 0.30713015998419907}, {\"bin_0\": \"1\", \"ord_4\": \"O\", \"target_rate\": 0.3053040103492885}, {\"bin_0\": \"1\", \"ord_4\": \"M\", \"target_rate\": 0.3}, {\"bin_0\": \"0\", \"ord_4\": \"L\", \"target_rate\": 0.28330522765598654}, {\"bin_0\": \"1\", \"ord_4\": \"N\", \"target_rate\": 0.27946127946127947}, {\"bin_0\": \"1\", \"ord_4\": \"L\", \"target_rate\": 0.27822908204711616}, {\"bin_0\": \"0\", \"ord_4\": \"M\", \"target_rate\": 0.2733812949640288}, {\"bin_0\": \"1\", \"ord_4\": \"K\", \"target_rate\": 0.2718243596445374}, {\"bin_0\": \"1\", \"ord_4\": \"J\", \"target_rate\": 0.2671523982999393}, {\"bin_0\": \"0\", \"ord_4\": \"J\", \"target_rate\": 0.26649452408512153}, {\"bin_0\": \"0\", \"ord_4\": \"K\", \"target_rate\": 0.2651544779037935}, {\"bin_0\": \"1\", \"ord_4\": \"I\", \"target_rate\": 0.2541824069077172}, {\"bin_0\": \"0\", \"ord_4\": \"I\", \"target_rate\": 0.2520522242201548}, {\"bin_0\": \"0\", \"ord_4\": \"H\", \"target_rate\": 0.245854620417675}, {\"bin_0\": \"1\", \"ord_4\": \"H\", \"target_rate\": 0.24274905422446405}, {\"bin_0\": \"1\", \"ord_4\": \"G\", \"target_rate\": 0.24224394390140247}, {\"bin_0\": \"0\", \"ord_4\": \"G\", \"target_rate\": 0.23612957814577543}, {\"bin_0\": \"1\", \"ord_4\": \"C\", \"target_rate\": 0.22727272727272727}, {\"bin_0\": \"1\", \"ord_4\": \"F\", \"target_rate\": 0.2253711201079622}, {\"bin_0\": \"0\", \"ord_4\": \"F\", \"target_rate\": 0.22442598925256474}, {\"bin_0\": \"1\", \"ord_4\": \"E\", \"target_rate\": 0.21700680272108844}, {\"bin_0\": \"0\", \"ord_4\": \"C\", \"target_rate\": 0.21417017146554512}, {\"bin_0\": \"0\", \"ord_4\": \"E\", \"target_rate\": 0.21305806976507677}, {\"bin_0\": \"0\", \"ord_4\": \"D\", \"target_rate\": 0.21032782129387873}, {\"bin_0\": \"1\", \"ord_4\": \"A\", \"target_rate\": 0.2002534854245881}, {\"bin_0\": \"0\", \"ord_4\": \"B\", \"target_rate\": 0.1989306784660767}, {\"bin_0\": \"1\", \"ord_4\": \"B\", \"target_rate\": 0.1959731543624161}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 461.44}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5af204f7cb3e19cec84f2899410498f287733630 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:52:27.553972+00:00", + "ended_at": "2026-05-04T06:52:39.552925+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_6fc020a34b5ff528", + "problem_id": "v2p_c14_6ba3eddc125214c6", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_0, group_col_2=ord_4, target_col=target.", + "bindings": { + "group_col": "bin_0", + "group_col_2": "ord_4", + "target_col": "target", + "target_value": "1", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_6fc020a34b5ff528.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_6fc020a34b5ff528", + "api_calls": 0, + "input_tokens": 23943, + "cached_input_tokens": 3968, + "output_tokens": 153, + "total_tokens": 24096, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3852, + "estimated_output_tokens": 137, + "estimated_total_tokens": 3989, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11441.41, + "sql_execution_elapsed_ms_total": 461.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_6fc020a34b5ff528\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bbe7bfcadf70600d80500ffa32271550e4d11695 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_6fc020a34b5ff528/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:52:39.083270+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11441.41, "started_at": "2026-05-04T06:52:27.621259+00:00", "ended_at": "2026-05-04T06:52:39.062639+00:00", "prompt_metrics": {"chars": 11971, "bytes_utf8": 11971, "lines": 399, "estimated_tokens": 3852}, "response_metrics": {"chars": 460, "bytes_utf8": 460, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 23943, "cached_input_tokens": 3968, "output_tokens": 153}, "stderr_preview": "2026-05-04T06:52:27.812966Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:52:30.088974Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=target, measure_col=ord_0.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "target", + "measure_col": "ord_0", + "entity_col": "nom_5", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7310c6f85fd1e73d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7310c6f85fd1e73d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..afac5526d4472dfbcf79aececc4b4fbdc3ed1339 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7310c6f85fd1e73d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d8-a90b-7a21-b14c-b8bc095fcaaf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"target\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_5\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"target\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Grouped Summary Top-k template with group_col=\\\"target\\\", measure_col=\\\"ord_0\\\", and entity_col=\\\"nom_5\\\". Cast \\\"ord_0\\\" to REAL because the SQLite schema stores it as TEXT while the template applies AVG().\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":22912,"output_tokens":187}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7310c6f85fd1e73d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7310c6f85fd1e73d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..397d27ec8185786e7249e382d17003234fb0948c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7310c6f85fd1e73d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"target\",\n COUNT(*) AS support,\n AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_5\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"target\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the provided Grouped Summary Top-k template with group_col=\"target\", measure_col=\"ord_0\", and entity_col=\"nom_5\". Cast \"ord_0\" to REAL because the SQLite schema stores it as TEXT while the template applies AVG()."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7310c6f85fd1e73d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7310c6f85fd1e73d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a4326ab1a6f689aa2399c2d896c9d3a1d35c207 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7310c6f85fd1e73d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:16:41.491568Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:16:44.028782Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:16:52.553417Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7310c6f85fd1e73d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7310c6f85fd1e73d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c392c594d686eab21e6d2f2941420c2fe7bee0bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7310c6f85fd1e73d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=target, measure_col=ord_0. +Result preview: [{"target": "0", "support": 208236, "avg_measure": 1.4368985189880712, "distinct_entities": 222}, {"target": "1", "support": 91764, "avg_measure": 1.57639161326882, "distinct_entities": 222}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7310c6f85fd1e73d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7310c6f85fd1e73d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec91b7afb8412230022f202a9341c0008a015db1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7310c6f85fd1e73d/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_7310c6f85fd1e73d +-- problem_id: v2p_c14_0903961811879e7e +-- realization_mode: agent +-- source_kind: agent +SELECT "target", + COUNT(*) AS support, + AVG(CAST("ord_0" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_5") AS distinct_entities +FROM "c14" +GROUP BY "target" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7310c6f85fd1e73d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7310c6f85fd1e73d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6c267753e922e844a1b6afb68e7882c3f4288b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7310c6f85fd1e73d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"target\",\n COUNT(*) AS support,\n AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_5\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"target\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"target\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_5\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"target\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"target\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"target\": \"0\", \"support\": 208236, \"avg_measure\": 1.4368985189880712, \"distinct_entities\": 222}, {\"target\": \"1\", \"support\": 91764, \"avg_measure\": 1.57639161326882, \"distinct_entities\": 222}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 327.92}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7310c6f85fd1e73d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7310c6f85fd1e73d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d3272e842a245342fad693d3d11a42fb45234d08 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7310c6f85fd1e73d/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:16:41.124534+00:00", + "ended_at": "2026-05-04T07:16:53.804611+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_7310c6f85fd1e73d", + "problem_id": "v2p_c14_0903961811879e7e", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=target, measure_col=ord_0.", + "bindings": { + "group_col": "target", + "measure_col": "ord_0", + "entity_col": "nom_5", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_7310c6f85fd1e73d.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_7310c6f85fd1e73d", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 187, + "total_tokens": 24101, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 136, + "estimated_total_tokens": 3961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12256.03, + "sql_execution_elapsed_ms_total": 327.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_7310c6f85fd1e73d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7310c6f85fd1e73d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7310c6f85fd1e73d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..236073bf85e9bb1816b3fc0a4aca82a83641f8d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7310c6f85fd1e73d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:16:53.453035+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12256.03, "started_at": "2026-05-04T07:16:41.177497+00:00", "ended_at": "2026-05-04T07:16:53.425442+00:00", "prompt_metrics": {"chars": 11973, "bytes_utf8": 11973, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 521, "bytes_utf8": 521, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 187}, "stderr_preview": "2026-05-04T07:16:41.491568Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:16:44.028782Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=nom_2, measure_col=month, condition_col=day.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "nom_2", + "measure_col": "month", + "condition_col": "day", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73b2502147b1e464/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73b2502147b1e464/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a422994a1359736b883367bbd24d0c9ea3a93bd0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73b2502147b1e464/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cd-d719-7021-8d83-7d39d15f8796"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nSELECT \\\"nom_2\\\", \\\"month\\\" AS \\\"conditional_percentile\\\"\\nFROM (\\n SELECT\\n \\\"nom_2\\\",\\n \\\"month\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_2\\\"\\n ORDER BY CAST(\\\"month\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_2\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"day\\\" = '1'\\n)\\nWHERE \\\"rn\\\" = CAST((0.9 * (\\\"cnt\\\" - 1)) + 1 AS INTEGER)\\nORDER BY CAST(\\\"conditional_percentile\\\" AS REAL) DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 90th percentile within each \\\"nom_2\\\" group after filtering rows to \\\"day\\\" = '1'. Identifiers are double-quoted and only the provided table/columns are used.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23950,"cached_input_tokens":23424,"output_tokens":271}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73b2502147b1e464/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73b2502147b1e464/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2635788c4196cc3b9a79c6118bea9c92acc99c99 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73b2502147b1e464/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nSELECT \"nom_2\", \"month\" AS \"conditional_percentile\"\nFROM (\n SELECT\n \"nom_2\",\n \"month\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_2\"\n ORDER BY CAST(\"month\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_2\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"day\" = '1'\n)\nWHERE \"rn\" = CAST((0.9 * (\"cnt\" - 1)) + 1 AS INTEGER)\nORDER BY CAST(\"conditional_percentile\" AS REAL) DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 90th percentile within each \"nom_2\" group after filtering rows to \"day\" = '1'. Identifiers are double-quoted and only the provided table/columns are used."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73b2502147b1e464/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73b2502147b1e464/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27cb9025bc5b2bd063090de6bec71ea9868dd01f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73b2502147b1e464/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:04:52.364679Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:04:54.643418Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:05:05.050793Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73b2502147b1e464/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73b2502147b1e464/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..52f4e9b05d0f09db138b333d9d42416d6eefc15b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73b2502147b1e464/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=nom_2, measure_col=month, condition_col=day. +Result preview: [{"nom_2": "Axolotl", "conditional_percentile": "11"}, {"nom_2": "Cat", "conditional_percentile": "11"}, {"nom_2": "Dog", "conditional_percentile": "11"}, {"nom_2": "Hamster", "conditional_percentile": "11"}, {"nom_2": "Lion", "conditional_percentile": "11"}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73b2502147b1e464/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73b2502147b1e464/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..80913b0f0d462e8ffeec32a6fc795bac720b6e9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73b2502147b1e464/generated_sql.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_73b2502147b1e464 +-- problem_id: v2p_c14_6346cb3c9291404d +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", "month" AS "conditional_percentile" +FROM ( + SELECT + "nom_2", + "month", + ROW_NUMBER() OVER ( + PARTITION BY "nom_2" + ORDER BY CAST("month" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_2" + ) AS "cnt" + FROM "c14" + WHERE "day" = '1' +) +WHERE "rn" = CAST((0.9 * ("cnt" - 1)) + 1 AS INTEGER) +ORDER BY CAST("conditional_percentile" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73b2502147b1e464/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73b2502147b1e464/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86bca808533a67acffc74c5ed6a3583abeb75348 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73b2502147b1e464/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nSELECT \"nom_2\", \"month\" AS \"conditional_percentile\"\nFROM (\n SELECT\n \"nom_2\",\n \"month\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_2\"\n ORDER BY CAST(\"month\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_2\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"day\" = '1'\n)\nWHERE \"rn\" = CAST((0.9 * (\"cnt\" - 1)) + 1 AS INTEGER)\nORDER BY CAST(\"conditional_percentile\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nSELECT \\\"nom_2\\\", \\\"month\\\" AS \\\"conditional_percentile\\\"\\nFROM (\\n SELECT\\n \\\"nom_2\\\",\\n \\\"month\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_2\\\"\\n ORDER BY CAST(\\\"month\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_2\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"day\\\" = '1'\\n)\\nWHERE \\\"rn\\\" = CAST((0.9 * (\\\"cnt\\\" - 1)) + 1 AS INTEGER)\\nORDER BY CAST(\\\"conditional_percentile\\\" AS REAL) DESC;\", \"columns\": [\"nom_2\", \"conditional_percentile\"], \"rows\": [{\"nom_2\": \"Axolotl\", \"conditional_percentile\": \"11\"}, {\"nom_2\": \"Cat\", \"conditional_percentile\": \"11\"}, {\"nom_2\": \"Dog\", \"conditional_percentile\": \"11\"}, {\"nom_2\": \"Hamster\", \"conditional_percentile\": \"11\"}, {\"nom_2\": \"Lion\", \"conditional_percentile\": \"11\"}, {\"nom_2\": \"Snake\", \"conditional_percentile\": \"11\"}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 370.85}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73b2502147b1e464/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73b2502147b1e464/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..09fa60bb451a9decb62a5adf5f72a4a428546f17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73b2502147b1e464/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:04:52.007069+00:00", + "ended_at": "2026-05-04T07:05:06.157277+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_73b2502147b1e464", + "problem_id": "v2p_c14_6346cb3c9291404d", + "dataset_id": "c14", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=nom_2, measure_col=month, condition_col=day.", + "bindings": { + "group_col": "nom_2", + "measure_col": "month", + "condition_col": "day", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=43" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_73b2502147b1e464.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_73b2502147b1e464", + "api_calls": 0, + "input_tokens": 23950, + "cached_input_tokens": 23424, + "output_tokens": 271, + "total_tokens": 24221, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3859, + "estimated_output_tokens": 225, + "estimated_total_tokens": 4084, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13665.35, + "sql_execution_elapsed_ms_total": 370.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_73b2502147b1e464\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73b2502147b1e464/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73b2502147b1e464/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22ff85baf4a5c6ae536d6456c0669fed7b9a026a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73b2502147b1e464/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:05:05.749905+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13665.35, "started_at": "2026-05-04T07:04:52.065546+00:00", "ended_at": "2026-05-04T07:05:05.731255+00:00", "prompt_metrics": {"chars": 12169, "bytes_utf8": 12169, "lines": 401, "estimated_tokens": 3859}, "response_metrics": {"chars": 768, "bytes_utf8": 768, "lines": 1, "estimated_tokens": 225}, "usage": {"input_tokens": 23950, "cached_input_tokens": 23424, "output_tokens": 271}, "stderr_preview": "2026-05-04T07:04:52.364679Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:04:54.643418Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=nom_4, group_col_2=target.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "nom_4", + "group_col_2": "target", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73bc5175a118b366/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73bc5175a118b366/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a64deb8622b858b12c0b1fadadc6bc1cd93a1700 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73bc5175a118b366/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e3-e9dd-7030-804f-827ce23d679e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"nom_4\\\",\\n \\\"target\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\", \\\"target\\\"\\nORDER BY support ASC, \\\"nom_4\\\", \\\"target\\\"\\nLIMIT 19;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"nom_4\\\", group_col_2=\\\"target\\\", and top_k=19. Query is SQLite-compatible, single-table, and uses only allowed columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23917,"cached_input_tokens":22912,"output_tokens":137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73bc5175a118b366/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73bc5175a118b366/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffbbc07cf3de2932aa4f0e147434242d19d205d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73bc5175a118b366/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"nom_4\",\n \"target\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"nom_4\", \"target\"\nORDER BY support ASC, \"nom_4\", \"target\"\nLIMIT 19;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=\"nom_4\", group_col_2=\"target\", and top_k=19. Query is SQLite-compatible, single-table, and uses only allowed columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73bc5175a118b366/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73bc5175a118b366/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ff5f1a269f5a6580d7251d6aa4cdade47e0afe5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73bc5175a118b366/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:28:58.911989Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:29:01.562294Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:29:09.978933Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73bc5175a118b366/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73bc5175a118b366/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4d254f023217e5ae331df7c85b937de739aafde --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73bc5175a118b366/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=nom_4, group_col_2=target. +Result preview: [{"nom_4": "Bassoon", "target": "1", "support": 16273}, {"nom_4": "Theremin", "target": "1", "support": 19376}, {"nom_4": "Piano", "target": "1", "support": 25707}, {"nom_4": "Oboe", "target": "1", "support": 30408}, {"nom_4": "Theremin", "target": "0", "support": 35366}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73bc5175a118b366/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73bc5175a118b366/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ee4c803c00fe696fe1ccde5b9ceb9d99906e469 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73bc5175a118b366/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_73bc5175a118b366 +-- problem_id: v2p_c14_cae93a6b637d15d4 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_4", + "target", + COUNT(*) AS support +FROM "c14" +GROUP BY "nom_4", "target" +ORDER BY support ASC, "nom_4", "target" +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73bc5175a118b366/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73bc5175a118b366/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b22c08be4fe2449ef7a4041de38e27067bf4bc59 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73bc5175a118b366/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"nom_4\",\n \"target\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"nom_4\", \"target\"\nORDER BY support ASC, \"nom_4\", \"target\"\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"nom_4\\\",\\n \\\"target\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\", \\\"target\\\"\\nORDER BY support ASC, \\\"nom_4\\\", \\\"target\\\"\\nLIMIT 19;\", \"columns\": [\"nom_4\", \"target\", \"support\"], \"rows\": [{\"nom_4\": \"Bassoon\", \"target\": \"1\", \"support\": 16273}, {\"nom_4\": \"Theremin\", \"target\": \"1\", \"support\": 19376}, {\"nom_4\": \"Piano\", \"target\": \"1\", \"support\": 25707}, {\"nom_4\": \"Oboe\", \"target\": \"1\", \"support\": 30408}, {\"nom_4\": \"Theremin\", \"target\": \"0\", \"support\": 35366}, {\"nom_4\": \"Bassoon\", \"target\": \"0\", \"support\": 52175}, {\"nom_4\": \"Piano\", \"target\": \"0\", \"support\": 58810}, {\"nom_4\": \"Oboe\", \"target\": \"0\", \"support\": 61885}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 424.96}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73bc5175a118b366/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73bc5175a118b366/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..42a50f5132663e42f67379635a9e1316354bee73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73bc5175a118b366/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:28:58.630761+00:00", + "ended_at": "2026-05-04T07:29:11.203836+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_73bc5175a118b366", + "problem_id": "v2p_c14_cae93a6b637d15d4", + "dataset_id": "c14", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=nom_4, group_col_2=target.", + "bindings": { + "group_col": "nom_4", + "group_col_2": "target", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=124" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_73bc5175a118b366.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_73bc5175a118b366", + "api_calls": 0, + "input_tokens": 23917, + "cached_input_tokens": 22912, + "output_tokens": 137, + "total_tokens": 24054, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3828, + "estimated_output_tokens": 121, + "estimated_total_tokens": 3949, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12069.48, + "sql_execution_elapsed_ms_total": 424.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_73bc5175a118b366\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73bc5175a118b366/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73bc5175a118b366/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42b5d95931a156ac40194bb99777d9ae4df7af54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73bc5175a118b366/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:29:10.770520+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12069.48, "started_at": "2026-05-04T07:28:58.682962+00:00", "ended_at": "2026-05-04T07:29:10.752574+00:00", "prompt_metrics": {"chars": 11860, "bytes_utf8": 11860, "lines": 396, "estimated_tokens": 3828}, "response_metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 23917, "cached_input_tokens": 22912, "output_tokens": 137}, "stderr_preview": "2026-05-04T07:28:58.911989Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:29:01.562294Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=nom_4, condition_col=ord_2.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "nom_4", + "condition_col": "ord_2", + "condition_value": "Lava Hot", + "positive_value": "Lava Hot", + "negative_value": "Boiling Hot", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73c19a0be00fb488/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73c19a0be00fb488/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe22e44999255cf3973a50d63d55f983eb74cc41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73c19a0be00fb488/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c7-1919-7c91-b01f-48e781b72e15"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_4\\\",\\n AVG(CASE WHEN \\\"ord_2\\\" = 'Lava Hot' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with group_col bound to \\\"nom_4\\\" and condition_col bound to \\\"ord_2\\\", using condition_value 'Lava Hot' as provided.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23910,"cached_input_tokens":19840,"output_tokens":128}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73c19a0be00fb488/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73c19a0be00fb488/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..913de754069abb38921cebd987b6478a628c4463 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73c19a0be00fb488/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_4\",\n AVG(CASE WHEN \"ord_2\" = 'Lava Hot' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_4\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with group_col bound to \"nom_4\" and condition_col bound to \"ord_2\", using condition_value 'Lava Hot' as provided."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73c19a0be00fb488/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73c19a0be00fb488/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..338cb6daacda9519898721e491972035b3c8362c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73c19a0be00fb488/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:57:30.449348Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:57:32.890464Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:57:40.658633Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73c19a0be00fb488/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73c19a0be00fb488/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f930501125e9fc83bc9cf60a839a406fe2d9b06e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73c19a0be00fb488/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=nom_4, condition_col=ord_2. +Result preview: [{"nom_4": "Theremin", "condition_rate": 0.2159950312374411}, {"nom_4": "Oboe", "condition_rate": 0.21241047533399066}, {"nom_4": "Piano", "condition_rate": 0.2123714755611297}, {"nom_4": "Bassoon", "condition_rate": 0.21229254324450678}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73c19a0be00fb488/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73c19a0be00fb488/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb7ea58889c9773e39a9d5e86f3ba6946546016f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73c19a0be00fb488/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_73c19a0be00fb488 +-- problem_id: v2p_c14_ae1dc5388384ad91 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_4", + AVG(CASE WHEN "ord_2" = 'Lava Hot' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_4" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73c19a0be00fb488/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73c19a0be00fb488/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0880f0d1f1305b03cfc1135fb6e2afc43a3ccc87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73c19a0be00fb488/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_4\",\n AVG(CASE WHEN \"ord_2\" = 'Lava Hot' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_4\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_4\\\",\\n AVG(CASE WHEN \\\"ord_2\\\" = 'Lava Hot' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"nom_4\", \"condition_rate\"], \"rows\": [{\"nom_4\": \"Theremin\", \"condition_rate\": 0.2159950312374411}, {\"nom_4\": \"Oboe\", \"condition_rate\": 0.21241047533399066}, {\"nom_4\": \"Piano\", \"condition_rate\": 0.2123714755611297}, {\"nom_4\": \"Bassoon\", \"condition_rate\": 0.21229254324450678}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 358.99}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73c19a0be00fb488/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73c19a0be00fb488/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6f57862f8eb5db4529484c33b53615a36c531e2a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73c19a0be00fb488/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:57:30.145114+00:00", + "ended_at": "2026-05-04T06:57:41.854316+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_73c19a0be00fb488", + "problem_id": "v2p_c14_ae1dc5388384ad91", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=nom_4, condition_col=ord_2.", + "bindings": { + "group_col": "nom_4", + "condition_col": "ord_2", + "condition_value": "Lava Hot", + "positive_value": "Lava Hot", + "negative_value": "Boiling Hot", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_73c19a0be00fb488.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_73c19a0be00fb488", + "api_calls": 0, + "input_tokens": 23910, + "cached_input_tokens": 19840, + "output_tokens": 128, + "total_tokens": 24038, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3819, + "estimated_output_tokens": 112, + "estimated_total_tokens": 3931, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11263.78, + "sql_execution_elapsed_ms_total": 358.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_73c19a0be00fb488\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73c19a0be00fb488/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73c19a0be00fb488/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..54fcb50d2a1382a7b718f76358e53472eb273d03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73c19a0be00fb488/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:57:41.471482+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11263.78, "started_at": "2026-05-04T06:57:30.201471+00:00", "ended_at": "2026-05-04T06:57:41.465525+00:00", "prompt_metrics": {"chars": 11942, "bytes_utf8": 11942, "lines": 399, "estimated_tokens": 3819}, "response_metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 23910, "cached_input_tokens": 19840, "output_tokens": 128}, "stderr_preview": "2026-05-04T06:57:30.449348Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:57:32.890464Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=bin_0.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "bin_0", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73ef5a7cd857982b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73ef5a7cd857982b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab47aef5d60b45f397ab2f56e275a35234e8f602 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73ef5a7cd857982b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1df-d446-7430-b11e-d8d9a9c7cbf9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"bin_0\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nORDER BY support ASC, \\\"bin_0\\\"\\nLIMIT 18;\",\"notes\":\"Uses the provided Low-Support Group Count template with group_col bound to \\\"bin_0\\\" on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23849,"cached_input_tokens":22912,"output_tokens":135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73ef5a7cd857982b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73ef5a7cd857982b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a99221585f420736dc793a646477b9686e3f0ffa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73ef5a7cd857982b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"bin_0\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"bin_0\"\nORDER BY support ASC, \"bin_0\"\nLIMIT 18;","notes":"Uses the provided Low-Support Group Count template with group_col bound to \"bin_0\" on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73ef5a7cd857982b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73ef5a7cd857982b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0334556f854755112470b49c2e4020f8be25907a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73ef5a7cd857982b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:24:31.320957Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:24:33.618817Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:24:41.813407Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73ef5a7cd857982b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73ef5a7cd857982b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..46d611b82a7230ae0ce1334d3cffc44337b5031d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73ef5a7cd857982b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=bin_0. +Result preview: [{"bin_0": "1", "support": 38251}, {"bin_0": "0", "support": 261749}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73ef5a7cd857982b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73ef5a7cd857982b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e4a3df4b377b6e285ba8c51ebf9869e4596e5e98 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73ef5a7cd857982b/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_73ef5a7cd857982b +-- problem_id: v2p_c14_dd4f37bbeabe33c5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_0", + COUNT(*) AS support +FROM "c14" +GROUP BY "bin_0" +ORDER BY support ASC, "bin_0" +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73ef5a7cd857982b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73ef5a7cd857982b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42b40a021642c6959e5bfe6c7845bb59a7695782 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73ef5a7cd857982b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"bin_0\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"bin_0\"\nORDER BY support ASC, \"bin_0\"\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"bin_0\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nORDER BY support ASC, \\\"bin_0\\\"\\nLIMIT 18;\", \"columns\": [\"bin_0\", \"support\"], \"rows\": [{\"bin_0\": \"1\", \"support\": 38251}, {\"bin_0\": \"0\", \"support\": 261749}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 270.56}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73ef5a7cd857982b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73ef5a7cd857982b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f7211447f6b919e280eba8cd73047b2ac600fe7a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73ef5a7cd857982b/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:24:27.593508+00:00", + "ended_at": "2026-05-04T07:24:43.033682+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_73ef5a7cd857982b", + "problem_id": "v2p_c14_dd4f37bbeabe33c5", + "dataset_id": "c14", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=bin_0.", + "bindings": { + "group_col": "bin_0", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_73ef5a7cd857982b.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_73ef5a7cd857982b", + "api_calls": 0, + "input_tokens": 23849, + "cached_input_tokens": 22912, + "output_tokens": 135, + "total_tokens": 23984, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3760, + "estimated_output_tokens": 92, + "estimated_total_tokens": 3852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15073.47, + "sql_execution_elapsed_ms_total": 270.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_73ef5a7cd857982b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73ef5a7cd857982b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73ef5a7cd857982b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a1261cd53f5c63fdaf4f13310aac1cba3ae8b84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_73ef5a7cd857982b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:24:42.754688+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15073.47, "started_at": "2026-05-04T07:24:27.648877+00:00", "ended_at": "2026-05-04T07:24:42.724270+00:00", "prompt_metrics": {"chars": 11684, "bytes_utf8": 11684, "lines": 394, "estimated_tokens": 3760}, "response_metrics": {"chars": 312, "bytes_utf8": 312, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 23849, "cached_input_tokens": 22912, "output_tokens": 135}, "stderr_preview": "2026-05-04T07:24:31.320957Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:24:33.618817Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=nom_1, measure_col=day, condition_col=ord_2.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "nom_1", + "measure_col": "day", + "condition_col": "ord_2", + "condition_value": "Boiling Hot", + "positive_value": "Lava Hot", + "negative_value": "Boiling Hot", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_751eb4709683af58/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_751eb4709683af58/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3619a46200408ccd3188ba403b1f568bdd2d9b8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_751eb4709683af58/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cd-700a-7863-83de-ad7e1304fa37"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"nom_1\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_2\\\" = 'Boiling Hot'\\n AND \\\"nom_1\\\" IS NOT NULL\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_1\\\",\\n \\\"day_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_1\\\"\\n ORDER BY \\\"day_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_1\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"nom_1\\\",\\n \\\"day_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = ((\\\"cnt\\\" * 9) + 9) / 10\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a discrete 90th-percentile equivalent by selecting the value at rank ceil(0.9 * group_size) within each nom_1 group after filtering ord_2 = 'Boiling Hot'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23961,"cached_input_tokens":23424,"output_tokens":774}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_751eb4709683af58/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_751eb4709683af58/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b17a2c69c09a2d6ef82542791fd7ad18b93b512 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_751eb4709683af58/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"nom_1\",\n CAST(\"day\" AS REAL) AS \"day_value\"\n FROM \"c14\"\n WHERE \"ord_2\" = 'Boiling Hot'\n AND \"nom_1\" IS NOT NULL\n AND \"day\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"nom_1\",\n \"day_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_1\"\n ORDER BY \"day_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_1\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"nom_1\",\n \"day_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = ((\"cnt\" * 9) + 9) / 10\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a discrete 90th-percentile equivalent by selecting the value at rank ceil(0.9 * group_size) within each nom_1 group after filtering ord_2 = 'Boiling Hot'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_751eb4709683af58/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_751eb4709683af58/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd99730710b7c4baf241c7234b7e7da377eb624c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_751eb4709683af58/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:04:26.222083Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:04:28.725663Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:04:50.836404Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_751eb4709683af58/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_751eb4709683af58/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c62d15256212bfd58c1c77ad54ad32b8b586d54b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_751eb4709683af58/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=nom_1, measure_col=day, condition_col=ord_2. +Result preview: [{"nom_1": "Circle", "conditional_percentile": 7.0}, {"nom_1": "Polygon", "conditional_percentile": 7.0}, {"nom_1": "Star", "conditional_percentile": 7.0}, {"nom_1": "Trapezoid", "conditional_percentile": 7.0}, {"nom_1": "Triangle", "conditional_percentile": 7.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_751eb4709683af58/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_751eb4709683af58/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0f217f6389dafeaa8c27509fb701e583187ea933 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_751eb4709683af58/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_751eb4709683af58 +-- problem_id: v2p_c14_83c95a6506586e9e +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "nom_1", + CAST("day" AS REAL) AS "day_value" + FROM "c14" + WHERE "ord_2" = 'Boiling Hot' + AND "nom_1" IS NOT NULL + AND "day" IS NOT NULL +), +"ranked" AS ( + SELECT + "nom_1", + "day_value", + ROW_NUMBER() OVER ( + PARTITION BY "nom_1" + ORDER BY "day_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_1" + ) AS "cnt" + FROM "filtered" +) +SELECT + "nom_1", + "day_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = (("cnt" * 9) + 9) / 10 +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_751eb4709683af58/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_751eb4709683af58/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8092b40c53c3c96fc889af3bfd51a78400266eff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_751eb4709683af58/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"nom_1\",\n CAST(\"day\" AS REAL) AS \"day_value\"\n FROM \"c14\"\n WHERE \"ord_2\" = 'Boiling Hot'\n AND \"nom_1\" IS NOT NULL\n AND \"day\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"nom_1\",\n \"day_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_1\"\n ORDER BY \"day_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_1\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"nom_1\",\n \"day_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = ((\"cnt\" * 9) + 9) / 10\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"nom_1\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_2\\\" = 'Boiling Hot'\\n AND \\\"nom_1\\\" IS NOT NULL\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_1\\\",\\n \\\"day_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_1\\\"\\n ORDER BY \\\"day_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_1\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"nom_1\\\",\\n \\\"day_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = ((\\\"cnt\\\" * 9) + 9) / 10\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"nom_1\", \"conditional_percentile\"], \"rows\": [{\"nom_1\": \"Circle\", \"conditional_percentile\": 7.0}, {\"nom_1\": \"Polygon\", \"conditional_percentile\": 7.0}, {\"nom_1\": \"Star\", \"conditional_percentile\": 7.0}, {\"nom_1\": \"Trapezoid\", \"conditional_percentile\": 7.0}, {\"nom_1\": \"Triangle\", \"conditional_percentile\": 7.0}, {\"nom_1\": \"Square\", \"conditional_percentile\": 6.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 363.68}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_751eb4709683af58/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_751eb4709683af58/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2bf1c8f97555b0f55b43c98ad48bf646100f941c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_751eb4709683af58/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:04:25.638932+00:00", + "ended_at": "2026-05-04T07:04:52.003457+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_751eb4709683af58", + "problem_id": "v2p_c14_83c95a6506586e9e", + "dataset_id": "c14", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=nom_1, measure_col=day, condition_col=ord_2.", + "bindings": { + "group_col": "nom_1", + "measure_col": "day", + "condition_col": "ord_2", + "condition_value": "Boiling Hot", + "positive_value": "Lava Hot", + "negative_value": "Boiling Hot", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_751eb4709683af58.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_751eb4709683af58", + "api_calls": 0, + "input_tokens": 23961, + "cached_input_tokens": 23424, + "output_tokens": 774, + "total_tokens": 24735, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3870, + "estimated_output_tokens": 289, + "estimated_total_tokens": 4159, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25910.28, + "sql_execution_elapsed_ms_total": 363.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_751eb4709683af58\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_751eb4709683af58/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_751eb4709683af58/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25061ec846de7d9aacf758bd18e304a26eb63501 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_751eb4709683af58/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:04:51.631009+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 25910.28, "started_at": "2026-05-04T07:04:25.700375+00:00", "ended_at": "2026-05-04T07:04:51.610998+00:00", "prompt_metrics": {"chars": 12201, "bytes_utf8": 12201, "lines": 401, "estimated_tokens": 3870}, "response_metrics": {"chars": 914, "bytes_utf8": 914, "lines": 1, "estimated_tokens": 289}, "usage": {"input_tokens": 23961, "cached_input_tokens": 23424, "output_tokens": 774}, "stderr_preview": "2026-05-04T07:04:26.222083Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:04:28.725663Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=bin_1, measure_col=ord_0, condition_col=nom_2.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "bin_1", + "measure_col": "ord_0", + "condition_col": "nom_2", + "condition_value": "Cat", + "positive_value": "Cat", + "negative_value": "Dog", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5066c1a429d7af32e2cd6ca71493c178a0eb930 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,405 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=bin_1, measure_col=ord_0, condition_col=nom_2.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "bin_1", + "measure_col": "ord_0", + "condition_col": "nom_2", + "condition_value": "Cat", + "positive_value": "Cat", + "negative_value": "Dog", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"bin_1\",\n CAST(\"ord_0\" AS REAL) AS \"ord_0\"\n FROM \"c14\"\n WHERE \"nom_2\" = 'Cat'\n AND \"bin_1\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"bin_1\",\n \"ord_0\",\n ROW_NUMBER() OVER (PARTITION BY \"bin_1\" ORDER BY \"ord_0\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"bin_1\") AS \"cnt\"\n FROM \"filtered\"\n), \"picked\" AS (\n SELECT\n \"bin_1\",\n \"ord_0\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"bin_1\",\n \"ord_0\" AS \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ae5224ed620e70f84f8b9854cb7679042c624e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c9-d1d1-77f0-8a56-a57ba91c6362"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"bin_1\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"ord_0\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_2\\\" = 'Cat'\\n AND \\\"bin_1\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"bin_1\\\",\\n \\\"ord_0\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"bin_1\\\" ORDER BY \\\"ord_0\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"bin_1\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n), \\\"picked\\\" AS (\\n SELECT\\n \\\"bin_1\\\",\\n \\\"ord_0\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"bin_1\\\",\\n \\\"ord_0\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 90th percentile by selecting the value at row CEIL(0.9 * group_count) within each \\\"bin_1\\\" group after filtering to rows where \\\"nom_2\\\" = 'Cat'. \\\"ord_0\\\" is cast to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23958,"cached_input_tokens":19840,"output_tokens":413}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..877862c5b3745a2084ba98cea4fb573e65481a10 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"bin_1\",\n CAST(\"ord_0\" AS REAL) AS \"ord_0\"\n FROM \"c14\"\n WHERE \"nom_2\" = 'Cat'\n AND \"bin_1\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"bin_1\",\n \"ord_0\",\n ROW_NUMBER() OVER (PARTITION BY \"bin_1\" ORDER BY \"ord_0\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"bin_1\") AS \"cnt\"\n FROM \"filtered\"\n), \"picked\" AS (\n SELECT\n \"bin_1\",\n \"ord_0\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"bin_1\",\n \"ord_0\" AS \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 90th percentile by selecting the value at row CEIL(0.9 * group_count) within each \"bin_1\" group after filtering to rows where \"nom_2\" = 'Cat'. \"ord_0\" is cast to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d4c983ba9aab439eaffdcfd354ebcd2fc5e792d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ca-16bf-7283-abbc-d3eba2e09b56"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"bin_1\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"ord_0\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_2\\\" = 'Cat'\\n AND \\\"bin_1\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"bin_1\\\",\\n \\\"ord_0\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"bin_1\\\" ORDER BY \\\"ord_0\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"bin_1\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"bin_1\\\",\\n \\\"ord_0\\\",\\n \\\"rn\\\",\\n CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"bin_1\\\",\\n \\\"ord_0\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with a SQLite-compatible ceiling emulation using CAST((x) + 0.999999999 AS INTEGER) for the positive nearest-rank percentile index.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":24267,"cached_input_tokens":19840,"output_tokens":433}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c2c0ff87a8ebc84f9ea961e928bf8c6ddacce32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"bin_1\",\n CAST(\"ord_0\" AS REAL) AS \"ord_0\"\n FROM \"c14\"\n WHERE \"nom_2\" = 'Cat'\n AND \"bin_1\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"bin_1\",\n \"ord_0\",\n ROW_NUMBER() OVER (PARTITION BY \"bin_1\" ORDER BY \"ord_0\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"bin_1\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"picked\" AS (\n SELECT\n \"bin_1\",\n \"ord_0\",\n \"rn\",\n CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"bin_1\",\n \"ord_0\" AS \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported CEIL() with a SQLite-compatible ceiling emulation using CAST((x) + 0.999999999 AS INTEGER) for the positive nearest-rank percentile index."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e171c241c9de586aae4f6e800ddabf29fb10cd2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:00:29.004066Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:00:31.390127Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:00:45.353854Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d914e3f0e62c8deec1b4a93ff8fbbb14727d1b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:00:46.485089Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:00:48.817896Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:01:01.842271Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b88fa41b0275fb57b22926ae151209d18eb902c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=bin_1, measure_col=ord_0, condition_col=nom_2. +Result preview: [{"bin_1": "0", "conditional_percentile": 3.0}, {"bin_1": "1", "conditional_percentile": 3.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a26301bf60b05e6a1988ab8767aed66699c9ca93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_7594984a7e99d5f2 +-- problem_id: v2p_c14_b72ac93c122fe852 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "bin_1", + CAST("ord_0" AS REAL) AS "ord_0" + FROM "c14" + WHERE "nom_2" = 'Cat' + AND "bin_1" IS NOT NULL + AND "ord_0" IS NOT NULL +), "ranked" AS ( + SELECT + "bin_1", + "ord_0", + ROW_NUMBER() OVER (PARTITION BY "bin_1" ORDER BY "ord_0") AS "rn", + COUNT(*) OVER (PARTITION BY "bin_1") AS "cnt" + FROM "filtered" +), "picked" AS ( + SELECT + "bin_1", + "ord_0", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "bin_1", + "ord_0" AS "conditional_percentile" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f68e9dd8d28ce7aafc5e0d39284bc527b5f24450 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"bin_1\",\n CAST(\"ord_0\" AS REAL) AS \"ord_0\"\n FROM \"c14\"\n WHERE \"nom_2\" = 'Cat'\n AND \"bin_1\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"bin_1\",\n \"ord_0\",\n ROW_NUMBER() OVER (PARTITION BY \"bin_1\" ORDER BY \"ord_0\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"bin_1\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"picked\" AS (\n SELECT\n \"bin_1\",\n \"ord_0\",\n \"rn\",\n CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"bin_1\",\n \"ord_0\" AS \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"bin_1\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"ord_0\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_2\\\" = 'Cat'\\n AND \\\"bin_1\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"bin_1\\\",\\n \\\"ord_0\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"bin_1\\\" ORDER BY \\\"ord_0\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"bin_1\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"bin_1\\\",\\n \\\"ord_0\\\",\\n \\\"rn\\\",\\n CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"bin_1\\\",\\n \\\"ord_0\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"bin_1\", \"conditional_percentile\"], \"rows\": [{\"bin_1\": \"0\", \"conditional_percentile\": 3.0}, {\"bin_1\": \"1\", \"conditional_percentile\": 3.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 296.34}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a3e9262a007ae43d3c45c6a47d3c02f7334fd2a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:00:28.585669+00:00", + "ended_at": "2026-05-04T07:01:03.237426+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_7594984a7e99d5f2", + "problem_id": "v2p_c14_b72ac93c122fe852", + "dataset_id": "c14", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=bin_1, measure_col=ord_0, condition_col=nom_2.", + "bindings": { + "group_col": "bin_1", + "measure_col": "ord_0", + "condition_col": "nom_2", + "condition_value": "Cat", + "positive_value": "Cat", + "negative_value": "Dog", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_7594984a7e99d5f2.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_7594984a7e99d5f2", + "api_calls": 0, + "input_tokens": 48225, + "cached_input_tokens": 39680, + "output_tokens": 846, + "total_tokens": 49071, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 8043, + "estimated_output_tokens": 679, + "estimated_total_tokens": 8722, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34228.02, + "sql_execution_elapsed_ms_total": 296.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_7594984a7e99d5f2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a69b4f195e0557fb9fd3dd2d3c85781a1d50a5a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7594984a7e99d5f2/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:00:46.231151+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17572.29, "started_at": "2026-05-04T07:00:28.638086+00:00", "ended_at": "2026-05-04T07:00:46.208566+00:00", "prompt_metrics": {"chars": 12179, "bytes_utf8": 12179, "lines": 401, "estimated_tokens": 3867}, "response_metrics": {"chars": 1109, "bytes_utf8": 1109, "lines": 1, "estimated_tokens": 358}, "usage": {"input_tokens": 23958, "cached_input_tokens": 19840, "output_tokens": 413}, "stderr_preview": "2026-05-04T07:00:29.004066Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:00:31.390127Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ord_3.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "ord_3", + "predicate_col": "ord_1", + "predicate_op": "=", + "predicate_value": "Novice", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7636ed54015de921/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7636ed54015de921/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..731cfb388f076351f8fb5863e960b302f8db1888 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7636ed54015de921/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d3-5d08-7dd1-88f0-37850ec09ee1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_3\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_1\\\" = 'Novice'\\nGROUP BY \\\"ord_3\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with bound roles group_col=\\\"ord_3\\\" and predicate_col=\\\"ord_1\\\", filtering for 'Novice' and limiting to 12 results.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23889,"cached_input_tokens":19840,"output_tokens":123}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7636ed54015de921/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7636ed54015de921/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fa8a1e37674a338dc31edfb1d865c92849de528 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7636ed54015de921/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_3\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_1\" = 'Novice'\nGROUP BY \"ord_3\"\nORDER BY support DESC\nLIMIT 12;","notes":"Used the provided Filtered Top-k Group Count template with bound roles group_col=\"ord_3\" and predicate_col=\"ord_1\", filtering for 'Novice' and limiting to 12 results."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7636ed54015de921/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7636ed54015de921/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..809d6efa115aaa885bc6e214a287eae25a624b57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7636ed54015de921/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:10:54.271875Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:10:56.746903Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:11:03.949900Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7636ed54015de921/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7636ed54015de921/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f587f57ad37defc877c7e7c1858b89d212b181a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7636ed54015de921/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ord_3. +Result preview: [{"ord_3": "g", "support": 15421}, {"ord_3": "l", "support": 15134}, {"ord_3": "a", "support": 15082}, {"ord_3": "k", "support": 12044}, {"ord_3": "i", "support": 11818}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7636ed54015de921/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7636ed54015de921/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0354f29e3a6cf1be16c53e2d123c61f613fac306 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7636ed54015de921/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_7636ed54015de921 +-- problem_id: v2p_c14_c134dba0e6e2ea35 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", COUNT(*) AS support +FROM "c14" +WHERE "ord_1" = 'Novice' +GROUP BY "ord_3" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7636ed54015de921/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7636ed54015de921/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..01091de5329cff51f611f0a08f80929ed284a702 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7636ed54015de921/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_3\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_1\" = 'Novice'\nGROUP BY \"ord_3\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_3\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_1\\\" = 'Novice'\\nGROUP BY \\\"ord_3\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"ord_3\", \"support\"], \"rows\": [{\"ord_3\": \"g\", \"support\": 15421}, {\"ord_3\": \"l\", \"support\": 15134}, {\"ord_3\": \"a\", \"support\": 15082}, {\"ord_3\": \"k\", \"support\": 12044}, {\"ord_3\": \"i\", \"support\": 11818}, {\"ord_3\": \"j\", \"support\": 10530}, {\"ord_3\": \"h\", \"support\": 10518}, {\"ord_3\": \"f\", \"support\": 9331}, {\"ord_3\": \"e\", \"support\": 8807}, {\"ord_3\": \"b\", \"support\": 5032}, {\"ord_3\": \"o\", \"support\": 4758}, {\"ord_3\": \"d\", \"support\": 3360}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 173.0}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7636ed54015de921/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7636ed54015de921/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d4d027c040a9091dc4185eab736b4f0b0c18e960 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7636ed54015de921/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:10:53.973982+00:00", + "ended_at": "2026-05-04T07:11:05.008040+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_7636ed54015de921", + "problem_id": "v2p_c14_c134dba0e6e2ea35", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ord_3.", + "bindings": { + "group_col": "ord_3", + "predicate_col": "ord_1", + "predicate_op": "=", + "predicate_value": "Novice", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=67" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_7636ed54015de921.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_7636ed54015de921", + "api_calls": 0, + "input_tokens": 23889, + "cached_input_tokens": 19840, + "output_tokens": 123, + "total_tokens": 24012, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3800, + "estimated_output_tokens": 107, + "estimated_total_tokens": 3907, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10764.92, + "sql_execution_elapsed_ms_total": 173.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_7636ed54015de921\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7636ed54015de921/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7636ed54015de921/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e6b4f507f254e19017ff1c776d6e42331578ce05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7636ed54015de921/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:11:04.812697+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10764.92, "started_at": "2026-05-04T07:10:54.028073+00:00", "ended_at": "2026-05-04T07:11:04.793212+00:00", "prompt_metrics": {"chars": 11874, "bytes_utf8": 11874, "lines": 398, "estimated_tokens": 3800}, "response_metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 23889, "cached_input_tokens": 19840, "output_tokens": 123}, "stderr_preview": "2026-05-04T07:10:54.271875Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:10:56.746903Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ord_2, condition_col=bin_0.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ord_2", + "condition_col": "bin_0", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_79812473c6313fd0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_79812473c6313fd0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d49e211fd295237fc5141c02a7a83c755a300f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_79812473c6313fd0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c8-2a92-7c92-a557-cdcf2b86940d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_2\\\",\\n AVG(CASE WHEN \\\"bin_0\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with group_col bound to \\\"ord_2\\\" and condition_col bound to \\\"bin_0\\\", using condition_value '0' as provided.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23905,"cached_input_tokens":23424,"output_tokens":123}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_79812473c6313fd0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_79812473c6313fd0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa92b6d4d2a5db1c787a6f2244c24a09c7795a5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_79812473c6313fd0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_2\",\n AVG(CASE WHEN \"bin_0\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_2\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with group_col bound to \"ord_2\" and condition_col bound to \"bin_0\", using condition_value '0' as provided."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_79812473c6313fd0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_79812473c6313fd0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2f589e23139f13eb28cd91a1e893be301855ce8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_79812473c6313fd0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:58:40.562080Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:58:43.150109Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:58:50.104099Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_79812473c6313fd0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_79812473c6313fd0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..005dac42ae2d503212e2442381aa0fd51b49e710 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_79812473c6313fd0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ord_2, condition_col=bin_0. +Result preview: [{"ord_2": "Warm", "condition_rate": 0.8763101658695431}, {"ord_2": "Boiling Hot", "condition_rate": 0.8733402609398453}, {"ord_2": "Freezing", "condition_rate": 0.8726957601987657}, {"ord_2": "Cold", "condition_rate": 0.8716536365790097}, {"ord_2": "Lava Hot", "condition_rate": 0.871440195280716}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_79812473c6313fd0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_79812473c6313fd0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..69fbf08025cf7f3095f61f6f6052bbc997a28da3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_79812473c6313fd0/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_79812473c6313fd0 +-- problem_id: v2p_c14_2498512addbfdcd6 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", + AVG(CASE WHEN "bin_0" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_2" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_79812473c6313fd0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_79812473c6313fd0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3c0f668d588d1c449fe4f9a884f9be26c382044 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_79812473c6313fd0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_2\",\n AVG(CASE WHEN \"bin_0\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_2\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_2\\\",\\n AVG(CASE WHEN \\\"bin_0\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"ord_2\", \"condition_rate\"], \"rows\": [{\"ord_2\": \"Warm\", \"condition_rate\": 0.8763101658695431}, {\"ord_2\": \"Boiling Hot\", \"condition_rate\": 0.8733402609398453}, {\"ord_2\": \"Freezing\", \"condition_rate\": 0.8726957601987657}, {\"ord_2\": \"Cold\", \"condition_rate\": 0.8716536365790097}, {\"ord_2\": \"Lava Hot\", \"condition_rate\": 0.871440195280716}, {\"ord_2\": \"Hot\", \"condition_rate\": 0.870247896702209}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 278.33}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_79812473c6313fd0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_79812473c6313fd0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0f83ca9f1f2490353cde72b7ceedc2f919d6e764 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_79812473c6313fd0/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:58:40.147719+00:00", + "ended_at": "2026-05-04T06:58:51.422907+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_79812473c6313fd0", + "problem_id": "v2p_c14_2498512addbfdcd6", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ord_2, condition_col=bin_0.", + "bindings": { + "group_col": "ord_2", + "condition_col": "bin_0", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_79812473c6313fd0.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_79812473c6313fd0", + "api_calls": 0, + "input_tokens": 23905, + "cached_input_tokens": 23424, + "output_tokens": 123, + "total_tokens": 24028, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3814, + "estimated_output_tokens": 108, + "estimated_total_tokens": 3922, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10900.63, + "sql_execution_elapsed_ms_total": 278.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_79812473c6313fd0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_79812473c6313fd0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_79812473c6313fd0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bcde1c8046ca0171f6712725b7e03f8d410e584a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_79812473c6313fd0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:58:51.117921+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10900.63, "started_at": "2026-05-04T06:58:40.201443+00:00", "ended_at": "2026-05-04T06:58:51.100500+00:00", "prompt_metrics": {"chars": 11932, "bytes_utf8": 11932, "lines": 399, "estimated_tokens": 3814}, "response_metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 23905, "cached_input_tokens": 23424, "output_tokens": 123}, "stderr_preview": "2026-05-04T06:58:40.562080Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:58:43.150109Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7a7f4dfc4feab695/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7a7f4dfc4feab695/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86ea044e6331009fc6bbd784904e8c52e51d8bf8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7a7f4dfc4feab695/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_7a7f4dfc4feab695\n-- problem_id: v2p_c14_9d31c38bacbba500\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_5\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_7a7f4dfc4feab695\\n-- problem_id: v2p_c14_9d31c38bacbba500\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_5\", \"support\", \"avg_response\"], \"rows\": [{\"nom_5\": \"f7821e391\", \"support\": 2801, \"avg_response\": 148761.34737593716}, {\"nom_5\": \"06eeaf0aa\", \"support\": 2750, \"avg_response\": 149252.74472727271}, {\"nom_5\": \"472efea17\", \"support\": 2729, \"avg_response\": 150933.74386222058}, {\"nom_5\": \"20b10a832\", \"support\": 2725, \"avg_response\": 149659.1390825688}, {\"nom_5\": \"b97f51ac4\", \"support\": 2717, \"avg_response\": 151408.56496135442}, {\"nom_5\": \"475e79160\", \"support\": 2714, \"avg_response\": 150185.2140751658}, {\"nom_5\": \"778fdbe56\", \"support\": 2692, \"avg_response\": 148092.0824665676}, {\"nom_5\": \"416a8f3ab\", \"support\": 2683, \"avg_response\": 150047.15616846812}, {\"nom_5\": \"6c90f81cd\", \"support\": 2674, \"avg_response\": 146996.48840688108}, {\"nom_5\": \"5a466e166\", \"support\": 2673, \"avg_response\": 151265.73887018333}, {\"nom_5\": \"640e1fdd5\", \"support\": 2670, \"avg_response\": 148172.9767790262}, {\"nom_5\": \"72f8028dc\", \"support\": 2663, \"avg_response\": 150273.39354111903}, {\"nom_5\": \"e9f44a509\", \"support\": 2653, \"avg_response\": 146496.64643799473}, {\"nom_5\": \"4845cc770\", \"support\": 2650, \"avg_response\": 150395.06264150943}, {\"nom_5\": \"4e28ceffa\", \"support\": 2643, \"avg_response\": 151468.67536889898}, {\"nom_5\": \"46cab09da\", \"support\": 2639, \"avg_response\": 148726.5960591133}, {\"nom_5\": \"83b38aa6b\", \"support\": 2630, \"avg_response\": 150532.00646387832}, {\"nom_5\": \"2ff007c26\", \"support\": 2630, \"avg_response\": 150484.66539923954}, {\"nom_5\": \"de04b8750\", \"support\": 2613, \"avg_response\": 152078.414083429}, {\"nom_5\": \"eb69430d6\", \"support\": 2603, \"avg_response\": 153683.63465232425}, {\"nom_5\": \"5a94fc1d9\", \"support\": 2597, \"avg_response\": 148898.93530997305}, {\"nom_5\": \"50f116bcf\", \"support\": 2594, \"avg_response\": 149778.61757902853}, {\"nom_5\": \"908a1b9c9\", \"support\": 2579, \"avg_response\": 147613.14036448236}, {\"nom_5\": \"bd40c81f3\", \"support\": 2577, \"avg_response\": 146046.24253007374}, {\"nom_5\": \"66669a44f\", \"support\": 2554, \"avg_response\": 149731.05168363353}, {\"nom_5\": \"9ad6558d1\", \"support\": 2545, \"avg_response\": 150741.19842829078}, {\"nom_5\": \"0b3bec656\", \"support\": 2535, \"avg_response\": 150126.02564102566}, {\"nom_5\": \"3263bdce5\", \"support\": 2524, \"avg_response\": 149808.293977813}, {\"nom_5\": \"30a15b6bd\", \"support\": 2477, \"avg_response\": 149027.2071053694}, {\"nom_5\": \"3685a0904\", \"support\": 2457, \"avg_response\": 150262.6914936915}, {\"nom_5\": \"e70a6270d\", \"support\": 2449, \"avg_response\": 150011.1735402205}, {\"nom_5\": \"91bde92fa\", \"support\": 2433, \"avg_response\": 150310.03616933827}, {\"nom_5\": \"115a252ba\", \"support\": 2399, \"avg_response\": 148958.75864943725}, {\"nom_5\": \"df51b96fc\", \"support\": 2391, \"avg_response\": 151336.90798828943}, {\"nom_5\": \"5b1a9f841\", \"support\": 2389, \"avg_response\": 151718.6634575136}, {\"nom_5\": \"8dcf8adfb\", \"support\": 2387, \"avg_response\": 148388.5521575199}, {\"nom_5\": \"0dee9b39a\", \"support\": 2349, \"avg_response\": 150268.70327799063}, {\"nom_5\": \"6cd0619e0\", \"support\": 2346, \"avg_response\": 148273.72506393862}, {\"nom_5\": \"2979f0d45\", \"support\": 2344, \"avg_response\": 150136.1651023891}, {\"nom_5\": \"30a530eab\", \"support\": 2325, \"avg_response\": 148662.06279569893}, {\"nom_5\": \"2cadfed8e\", \"support\": 2289, \"avg_response\": 152892.48274355615}, {\"nom_5\": \"f50eb07ae\", \"support\": 2278, \"avg_response\": 150693.20895522388}, {\"nom_5\": \"b0faff28f\", \"support\": 2262, \"avg_response\": 148386.89389920424}, {\"nom_5\": \"be4578201\", \"support\": 2230, \"avg_response\": 149258.38834080717}, {\"nom_5\": \"a3f640358\", \"support\": 2229, \"avg_response\": 147970.05966801257}, {\"nom_5\": \"60a44c8f4\", \"support\": 2223, \"avg_response\": 152359.81511470984}, {\"nom_5\": \"e7d9ca356\", \"support\": 2214, \"avg_response\": 146887.45257452576}, {\"nom_5\": \"159a7306f\", \"support\": 2168, \"avg_response\": 153566.190498155}, {\"nom_5\": \"0de4acd31\", \"support\": 2139, \"avg_response\": 149584.40673211782}, {\"nom_5\": \"5d18641ff\", \"support\": 2121, \"avg_response\": 150335.00707213578}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 329.85}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7a7f4dfc4feab695/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7a7f4dfc4feab695/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..68ceb4165a4e095e877a8c16c70fb7141c4e40ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7a7f4dfc4feab695/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:52.774283+00:00", + "ended_at": "2026-05-04T07:37:53.109268+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_7a7f4dfc4feab695", + "problem_id": "v2p_c14_9d31c38bacbba500", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=id, key_col=nom_5.", + "bindings": { + "key_col": "nom_5", + "measure_col": "id", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_7a7f4dfc4feab695.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7a7f4dfc4feab695/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7a7f4dfc4feab695/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7a7f4dfc4feab695/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b23cd7b7ef66957ecdc55ffa32fb5e817da583a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11849, "bytes_utf8": 11849, "lines": 396, "estimated_tokens": 3827}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 23916, "cached_input_tokens": 22912, "output_tokens": 137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7240d9cf11e3828c4a68da3292ff819d419fee27 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_7b09eb1094e670c9", + "api_calls": 0, + "input_tokens": 23916, + "cached_input_tokens": 22912, + "output_tokens": 137, + "total_tokens": 24053, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3827, + "estimated_output_tokens": 121, + "estimated_total_tokens": 3948, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11360.38, + "sql_execution_elapsed_ms_total": 442.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_7b09eb1094e670c9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..58b15a8e562011f7b255eb2f6d668a95b9497d30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:28:23.545699+00:00", + "ended_at": "2026-05-04T07:28:34.909808+00:00", + "elapsed_ms": 11360.38, + "prompt_metrics": { + "chars": 11849, + "bytes_utf8": 11849, + "lines": 396, + "estimated_tokens": 3827 + }, + "stdout_metrics": { + "chars": 760, + "bytes_utf8": 760, + "lines": 4, + "estimated_tokens": 229 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13205 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 428, + "bytes_utf8": 428, + "lines": 1, + "estimated_tokens": 121 + }, + "usage": { + "input_tokens": 23916, + "cached_input_tokens": 22912, + "output_tokens": 137 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..351ee30ec6086a27d51f9cf24f5107e2c3c0b9bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=nom_4, group_col_2=day.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "nom_4", + "group_col_2": "day", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4038b64d77321f796c139d52db8f4758df144cd3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e3-608d-74e2-b618-aea551bce9bf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"nom_4\\\",\\n \\\"day\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\", \\\"day\\\"\\nORDER BY support ASC, \\\"nom_4\\\", \\\"day\\\"\\nLIMIT 17;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=nom_4, group_col_2=day, and top_k=17. Query is SQLite-compatible, single-table, and uses only allowed identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23916,"cached_input_tokens":22912,"output_tokens":137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1877417807174d6960b40aa63d733e7f2a8bc9e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"nom_4\",\n \"day\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"nom_4\", \"day\"\nORDER BY support ASC, \"nom_4\", \"day\"\nLIMIT 17;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=nom_4, group_col_2=day, and top_k=17. Query is SQLite-compatible, single-table, and uses only allowed identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c152c401d65a462a6e10c35ec12dcc0e56c47674 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:28:23.779896Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:28:26.221451Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:28:34.106223Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ae0a5bb9cdca629fd7741bf3b48bc39be4c3d15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=nom_4, group_col_2=day. +Result preview: [{"nom_4": "Theremin", "day": "6", "support": 174}, {"nom_4": "Bassoon", "day": "6", "support": 221}, {"nom_4": "Piano", "day": "6", "support": 252}, {"nom_4": "Oboe", "day": "6", "support": 265}, {"nom_4": "Theremin", "day": "5", "support": 3221}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6cc3ce692ce98fc120b2ae76b6f09a6f1a832c96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_7b09eb1094e670c9 +-- problem_id: v2p_c14_49133b7b31a99672 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_4", + "day", + COUNT(*) AS support +FROM "c14" +GROUP BY "nom_4", "day" +ORDER BY support ASC, "nom_4", "day" +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..26a142fe52d0f334e7b373ebe5b48c9ddcb9e8ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"nom_4\",\n \"day\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"nom_4\", \"day\"\nORDER BY support ASC, \"nom_4\", \"day\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"nom_4\\\",\\n \\\"day\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\", \\\"day\\\"\\nORDER BY support ASC, \\\"nom_4\\\", \\\"day\\\"\\nLIMIT 17;\", \"columns\": [\"nom_4\", \"day\", \"support\"], \"rows\": [{\"nom_4\": \"Theremin\", \"day\": \"6\", \"support\": 174}, {\"nom_4\": \"Bassoon\", \"day\": \"6\", \"support\": 221}, {\"nom_4\": \"Piano\", \"day\": \"6\", \"support\": 252}, {\"nom_4\": \"Oboe\", \"day\": \"6\", \"support\": 265}, {\"nom_4\": \"Theremin\", \"day\": \"5\", \"support\": 3221}, {\"nom_4\": \"Bassoon\", \"day\": \"5\", \"support\": 4078}, {\"nom_4\": \"Piano\", \"day\": \"5\", \"support\": 5057}, {\"nom_4\": \"Oboe\", \"day\": \"5\", \"support\": 5431}, {\"nom_4\": \"Theremin\", \"day\": \"7\", \"support\": 6087}, {\"nom_4\": \"Theremin\", \"day\": \"4\", \"support\": 7365}, {\"nom_4\": \"Bassoon\", \"day\": \"7\", \"support\": 7430}, {\"nom_4\": \"Bassoon\", \"day\": \"4\", \"support\": 9158}, {\"nom_4\": \"Piano\", \"day\": \"7\", \"support\": 9260}, {\"nom_4\": \"Oboe\", \"day\": \"7\", \"support\": 10274}, {\"nom_4\": \"Piano\", \"day\": \"4\", \"support\": 11570}, {\"nom_4\": \"Theremin\", \"day\": \"3\", \"support\": 11980}, {\"nom_4\": \"Oboe\", \"day\": \"4\", \"support\": 12341}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 442.77}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aafd98c422b26afbeceedfea7d2105c17160d830 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:28:23.492067+00:00", + "ended_at": "2026-05-04T07:28:35.381792+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_7b09eb1094e670c9", + "problem_id": "v2p_c14_49133b7b31a99672", + "dataset_id": "c14", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=nom_4, group_col_2=day.", + "bindings": { + "group_col": "nom_4", + "group_col_2": "day", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=122" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_7b09eb1094e670c9.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_7b09eb1094e670c9", + "api_calls": 0, + "input_tokens": 23916, + "cached_input_tokens": 22912, + "output_tokens": 137, + "total_tokens": 24053, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3827, + "estimated_output_tokens": 121, + "estimated_total_tokens": 3948, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11360.38, + "sql_execution_elapsed_ms_total": 442.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_7b09eb1094e670c9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4dfc557b1947ec6de3abe9725f89e8f95da972cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b09eb1094e670c9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:28:34.929263+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11360.38, "started_at": "2026-05-04T07:28:23.545699+00:00", "ended_at": "2026-05-04T07:28:34.909808+00:00", "prompt_metrics": {"chars": 11849, "bytes_utf8": 11849, "lines": 396, "estimated_tokens": 3827}, "response_metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 23916, "cached_input_tokens": 22912, "output_tokens": 137}, "stderr_preview": "2026-05-04T07:28:23.779896Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:28:26.221451Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_0.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "bin_0", + "entity_col": "id", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b141cf2504781fa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b141cf2504781fa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ae33f640cdaf6f520e8d24f6863a3f1178efffb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b141cf2504781fa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d4-189f-7433-aef5-b93d437425e4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bin_0\\\", COUNT(DISTINCT \\\"id\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\",\"notes\":\"Used the provided template with group_col bound to \\\"bin_0\\\", entity_col bound to \\\"id\\\", and top_k set to 12. Query is SQLite-compatible and uses only the single provided table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23864,"cached_input_tokens":22912,"output_tokens":121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b141cf2504781fa/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b141cf2504781fa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50e3cc428ad1b8ed144e0ee858de62a3c2ffa6ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b141cf2504781fa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bin_0\", COUNT(DISTINCT \"id\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_0\"\nORDER BY distinct_entities DESC\nLIMIT 12;","notes":"Used the provided template with group_col bound to \"bin_0\", entity_col bound to \"id\", and top_k set to 12. Query is SQLite-compatible and uses only the single provided table and columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b141cf2504781fa/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b141cf2504781fa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39ff756e272f72b2a64c8cec6bdbfdea76fa0e24 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b141cf2504781fa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:11:42.310271Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:11:44.807870Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:11:51.863148Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b141cf2504781fa/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b141cf2504781fa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcde31a74caa5e8543573cdaddf7f24931364df5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b141cf2504781fa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_0. +Result preview: [{"bin_0": "0", "distinct_entities": 261749}, {"bin_0": "1", "distinct_entities": 38251}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b141cf2504781fa/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b141cf2504781fa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6e213c8b37bc49f533b0259c9928a68c066fb330 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b141cf2504781fa/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c14_7b141cf2504781fa +-- problem_id: v2p_c14_2aa0b0bd993d3ec7 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", COUNT(DISTINCT "id") AS distinct_entities +FROM "c14" +GROUP BY "bin_0" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b141cf2504781fa/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b141cf2504781fa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5c5e39297e2b681fdd6df511fa58c933ac3e39b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b141cf2504781fa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bin_0\", COUNT(DISTINCT \"id\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_0\"\nORDER BY distinct_entities DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bin_0\\\", COUNT(DISTINCT \\\"id\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\", \"columns\": [\"bin_0\", \"distinct_entities\"], \"rows\": [{\"bin_0\": \"0\", \"distinct_entities\": 261749}, {\"bin_0\": \"1\", \"distinct_entities\": 38251}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 551.23}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b141cf2504781fa/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b141cf2504781fa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..622d043ad0678dbe95ea39a2af7396fdc014d640 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b141cf2504781fa/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:11:42.040888+00:00", + "ended_at": "2026-05-04T07:11:53.037563+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_7b141cf2504781fa", + "problem_id": "v2p_c14_2aa0b0bd993d3ec7", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_0.", + "bindings": { + "group_col": "bin_0", + "entity_col": "id", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_7b141cf2504781fa.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_7b141cf2504781fa", + "api_calls": 0, + "input_tokens": 23864, + "cached_input_tokens": 22912, + "output_tokens": 121, + "total_tokens": 23985, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3775, + "estimated_output_tokens": 104, + "estimated_total_tokens": 3879, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10359.17, + "sql_execution_elapsed_ms_total": 551.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_7b141cf2504781fa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b141cf2504781fa/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b141cf2504781fa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9703d1418f140f9a782c5a72a682540a9b73234e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b141cf2504781fa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:11:52.473512+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10359.17, "started_at": "2026-05-04T07:11:42.092499+00:00", "ended_at": "2026-05-04T07:11:52.454240+00:00", "prompt_metrics": {"chars": 11802, "bytes_utf8": 11802, "lines": 396, "estimated_tokens": 3775}, "response_metrics": {"chars": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 23864, "cached_input_tokens": 22912, "output_tokens": 121}, "stderr_preview": "2026-05-04T07:11:42.310271Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:11:44.807870Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=nom_0.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "bin_0", + "group_col_2": "nom_0", + "predicate_col": "bin_3", + "predicate_op": "=", + "predicate_value": "F", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b7f8c74d06abf5c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b7f8c74d06abf5c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e36be895b93da555da3aee9c039a6e0c71ea18e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b7f8c74d06abf5c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c0-fe09-7f21-8281-8b5d81e8c631"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bin_0\\\", \\\"nom_0\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nWHERE \\\"bin_3\\\" = 'F'\\nGROUP BY \\\"bin_0\\\", \\\"nom_0\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the required template and bound roles exactly: group_col=bin_0, group_col_2=nom_0, predicate_col=bin_3 with predicate value 'F'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23937,"cached_input_tokens":22912,"output_tokens":147}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b7f8c74d06abf5c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b7f8c74d06abf5c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e513b678ac0f4d4967f200db580772489643da9c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b7f8c74d06abf5c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bin_0\", \"nom_0\", COUNT(*) AS row_count\nFROM \"c14\"\nWHERE \"bin_3\" = 'F'\nGROUP BY \"bin_0\", \"nom_0\"\nORDER BY row_count DESC;","notes":"Used the required template and bound roles exactly: group_col=bin_0, group_col_2=nom_0, predicate_col=bin_3 with predicate value 'F'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b7f8c74d06abf5c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b7f8c74d06abf5c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2e90dab9eae460930e4e8365ec6fec4457bd4d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b7f8c74d06abf5c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:50:50.323524Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:50:52.678382Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:51:00.669209Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b7f8c74d06abf5c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b7f8c74d06abf5c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a0c5cbd8be546e0f662b01db2a76019f0db15fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b7f8c74d06abf5c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=nom_0. +Result preview: [{"bin_0": "0", "nom_0": "Green", "row_count": 54505}, {"bin_0": "0", "nom_0": "Blue", "row_count": 40812}, {"bin_0": "0", "nom_0": "Red", "row_count": 32448}, {"bin_0": "1", "nom_0": "Green", "row_count": 7997}, {"bin_0": "1", "nom_0": "Blue", "row_count": 6008}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b7f8c74d06abf5c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b7f8c74d06abf5c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bbbe25c2ba179ba653afa87096e8078ea90b5a37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b7f8c74d06abf5c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c14_7b7f8c74d06abf5c +-- problem_id: v2p_c14_0830e743e3fe2f16 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "nom_0", COUNT(*) AS row_count +FROM "c14" +WHERE "bin_3" = 'F' +GROUP BY "bin_0", "nom_0" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b7f8c74d06abf5c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b7f8c74d06abf5c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..10f09f863445632ee14c1e35224826956f9a98c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b7f8c74d06abf5c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bin_0\", \"nom_0\", COUNT(*) AS row_count\nFROM \"c14\"\nWHERE \"bin_3\" = 'F'\nGROUP BY \"bin_0\", \"nom_0\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bin_0\\\", \\\"nom_0\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nWHERE \\\"bin_3\\\" = 'F'\\nGROUP BY \\\"bin_0\\\", \\\"nom_0\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"bin_0\", \"nom_0\", \"row_count\"], \"rows\": [{\"bin_0\": \"0\", \"nom_0\": \"Green\", \"row_count\": 54505}, {\"bin_0\": \"0\", \"nom_0\": \"Blue\", \"row_count\": 40812}, {\"bin_0\": \"0\", \"nom_0\": \"Red\", \"row_count\": 32448}, {\"bin_0\": \"1\", \"nom_0\": \"Green\", \"row_count\": 7997}, {\"bin_0\": \"1\", \"nom_0\": \"Blue\", \"row_count\": 6008}, {\"bin_0\": \"1\", \"nom_0\": \"Red\", \"row_count\": 4695}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 241.64}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b7f8c74d06abf5c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b7f8c74d06abf5c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3c01bfe491079677c4e28cec79c9d13ac32760dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b7f8c74d06abf5c/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:50:50.033937+00:00", + "ended_at": "2026-05-04T06:51:01.876657+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_7b7f8c74d06abf5c", + "problem_id": "v2p_c14_0830e743e3fe2f16", + "dataset_id": "c14", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=nom_0.", + "bindings": { + "group_col": "bin_0", + "group_col_2": "nom_0", + "predicate_col": "bin_3", + "predicate_op": "=", + "predicate_value": "F", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=4" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_7b7f8c74d06abf5c.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_7b7f8c74d06abf5c", + "api_calls": 0, + "input_tokens": 23937, + "cached_input_tokens": 22912, + "output_tokens": 147, + "total_tokens": 24084, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3846, + "estimated_output_tokens": 124, + "estimated_total_tokens": 3970, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11517.18, + "sql_execution_elapsed_ms_total": 241.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_7b7f8c74d06abf5c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b7f8c74d06abf5c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b7f8c74d06abf5c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d6f70c055ac32aca3915ad9ccfc061d62771dc80 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7b7f8c74d06abf5c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:51:01.627208+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11517.18, "started_at": "2026-05-04T06:50:50.091851+00:00", "ended_at": "2026-05-04T06:51:01.609066+00:00", "prompt_metrics": {"chars": 11993, "bytes_utf8": 11993, "lines": 400, "estimated_tokens": 3846}, "response_metrics": {"chars": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 23937, "cached_input_tokens": 22912, "output_tokens": 147}, "stderr_preview": "2026-05-04T06:50:50.323524Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:50:52.678382Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=month, measure_col=id.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "month", + "measure_col": "id", + "entity_col": "id", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7d824b2f0ff1db82/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7d824b2f0ff1db82/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..57fbfefdfb6ae4200659572004caaf38b4d43f3c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7d824b2f0ff1db82/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d7-fdb6-7452-b808-f62fcd8ca358"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"month\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_measure,\\n COUNT(DISTINCT \\\"id\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"month\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Applied the required Grouped Summary Top-k template with bound roles group_col=\\\"month\\\", measure_col=\\\"id\\\", entity_col=\\\"id\\\", and top_k=13. SQLite will coerce numeric-looking TEXT values in \\\"id\\\" for AVG().\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23908,"cached_input_tokens":23424,"output_tokens":166}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7d824b2f0ff1db82/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7d824b2f0ff1db82/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ef952d76956a2cd5c859cba813931730c0faaf5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7d824b2f0ff1db82/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"month\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_measure,\n COUNT(DISTINCT \"id\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"month\"\nORDER BY support DESC\nLIMIT 13;","notes":"Applied the required Grouped Summary Top-k template with bound roles group_col=\"month\", measure_col=\"id\", entity_col=\"id\", and top_k=13. SQLite will coerce numeric-looking TEXT values in \"id\" for AVG()."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7d824b2f0ff1db82/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7d824b2f0ff1db82/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e83d52ed6b3719dae1425571d9d486ec4b33303 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7d824b2f0ff1db82/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:15:57.581623Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:16:00.036598Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:16:10.584514Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7d824b2f0ff1db82/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7d824b2f0ff1db82/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4b44bf6fff7b76e14f2d44c2c5e1ec82b8b014b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7d824b2f0ff1db82/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=month, measure_col=id. +Result preview: [{"month": "2", "support": 45305, "avg_measure": 149544.21873965347, "distinct_entities": 45305}, {"month": "3", "support": 40867, "avg_measure": 150138.77676364794, "distinct_entities": 40867}, {"month": "1", "support": 40848, "avg_measure": 150038.13077751664, "distinct_entities": 40848}, {"month": "11", "support": 25732, "avg_measure": 149979.740711954, "distinct_entities": 25732}, {"month": "12", "support": 25204, "avg_measure": 150447.42564672275, "distinct_entities": 25204}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7d824b2f0ff1db82/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7d824b2f0ff1db82/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..530f7fe08d3334090c4730011dfc4f38dfb3f634 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7d824b2f0ff1db82/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_7d824b2f0ff1db82 +-- problem_id: v2p_c14_c6466d2f64dfb26a +-- realization_mode: agent +-- source_kind: agent +SELECT "month", + COUNT(*) AS support, + AVG("id") AS avg_measure, + COUNT(DISTINCT "id") AS distinct_entities +FROM "c14" +GROUP BY "month" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7d824b2f0ff1db82/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7d824b2f0ff1db82/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a5c51a9496daa350eb667cf5216c4cc6a85ea89 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7d824b2f0ff1db82/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"month\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_measure,\n COUNT(DISTINCT \"id\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"month\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"month\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_measure,\\n COUNT(DISTINCT \\\"id\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"month\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"month\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"month\": \"2\", \"support\": 45305, \"avg_measure\": 149544.21873965347, \"distinct_entities\": 45305}, {\"month\": \"3\", \"support\": 40867, \"avg_measure\": 150138.77676364794, \"distinct_entities\": 40867}, {\"month\": \"1\", \"support\": 40848, \"avg_measure\": 150038.13077751664, \"distinct_entities\": 40848}, {\"month\": \"11\", \"support\": 25732, \"avg_measure\": 149979.740711954, \"distinct_entities\": 25732}, {\"month\": \"12\", \"support\": 25204, \"avg_measure\": 150447.42564672275, \"distinct_entities\": 25204}, {\"month\": \"4\", \"support\": 24920, \"avg_measure\": 149852.18374799358, \"distinct_entities\": 24920}, {\"month\": \"9\", \"support\": 24857, \"avg_measure\": 150377.6374059621, \"distinct_entities\": 24857}, {\"month\": \"10\", \"support\": 22112, \"avg_measure\": 149524.29933972502, \"distinct_entities\": 22112}, {\"month\": \"7\", \"support\": 19867, \"avg_measure\": 150145.39875169878, \"distinct_entities\": 19867}, {\"month\": \"8\", \"support\": 18730, \"avg_measure\": 150448.10005339028, \"distinct_entities\": 18730}, {\"month\": \"5\", \"support\": 10995, \"avg_measure\": 149986.84238290132, \"distinct_entities\": 10995}, {\"month\": \"6\", \"support\": 563, \"avg_measure\": 143238.13143872115, \"distinct_entities\": 563}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 594.54}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7d824b2f0ff1db82/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7d824b2f0ff1db82/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..523a230a47ce6d10034f72b2a525ce19cc6833c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7d824b2f0ff1db82/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:15:57.295304+00:00", + "ended_at": "2026-05-04T07:16:11.912281+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_7d824b2f0ff1db82", + "problem_id": "v2p_c14_c6466d2f64dfb26a", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=month, measure_col=id.", + "bindings": { + "group_col": "month", + "measure_col": "id", + "entity_col": "id", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_7d824b2f0ff1db82.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_7d824b2f0ff1db82", + "api_calls": 0, + "input_tokens": 23908, + "cached_input_tokens": 23424, + "output_tokens": 166, + "total_tokens": 24074, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3819, + "estimated_output_tokens": 122, + "estimated_total_tokens": 3941, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13929.05, + "sql_execution_elapsed_ms_total": 594.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_7d824b2f0ff1db82\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7d824b2f0ff1db82/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7d824b2f0ff1db82/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..08d0a8f66d00f11b9ed468b8b7f5b53b90c1b3f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7d824b2f0ff1db82/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:16:11.305379+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13929.05, "started_at": "2026-05-04T07:15:57.349861+00:00", "ended_at": "2026-05-04T07:16:11.279082+00:00", "prompt_metrics": {"chars": 11964, "bytes_utf8": 11964, "lines": 398, "estimated_tokens": 3819}, "response_metrics": {"chars": 484, "bytes_utf8": 484, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 23908, "cached_input_tokens": 23424, "output_tokens": 166}, "stderr_preview": "2026-05-04T07:15:57.581623Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:16:00.036598Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=ord_3, measure_col=ord_0.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "ord_3", + "measure_col": "ord_0", + "entity_col": "nom_9", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7de024dbae33609d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7de024dbae33609d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..22d4095ecfd75efa963dd771115a34cf12d26dd2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7de024dbae33609d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d6-fc3f-7d13-ab91-0b5ee6657873"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"ord_3\\\",\\n COUNT(*) AS support,\\n AVG(\\\"ord_0\\\") AS avg_measure,\\n COUNT(DISTINCT \\\"nom_9\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Grouped Summary Top-k template with bound roles group_col=\\\"ord_3\\\", measure_col=\\\"ord_0\\\", entity_col=\\\"nom_9\\\", and top_k=15. SQLite AVG will coerce numeric-looking TEXT values such as the sampled \\\"ord_0\\\" values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23918,"cached_input_tokens":22912,"output_tokens":172}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7de024dbae33609d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7de024dbae33609d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..074636af7faa43e1597de0e39391c2f54504a7f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7de024dbae33609d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"ord_3\",\n COUNT(*) AS support,\n AVG(\"ord_0\") AS avg_measure,\n COUNT(DISTINCT \"nom_9\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"ord_3\"\nORDER BY support DESC\nLIMIT 15;","notes":"Used the provided Grouped Summary Top-k template with bound roles group_col=\"ord_3\", measure_col=\"ord_0\", entity_col=\"nom_9\", and top_k=15. SQLite AVG will coerce numeric-looking TEXT values such as the sampled \"ord_0\" values."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7de024dbae33609d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7de024dbae33609d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf146a4d24d31c63d1423e4a4b895efee3b9ff75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7de024dbae33609d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:14:51.669700Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:14:54.191232Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:15:02.258886Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7de024dbae33609d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7de024dbae33609d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c61abe510e890f63035e57b1218ed5bdcce5caea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7de024dbae33609d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=ord_3, measure_col=ord_0. +Result preview: [{"ord_3": "g", "support": 36405, "avg_measure": 1.4721604175250653, "distinct_entities": 10164}, {"ord_3": "l", "support": 36124, "avg_measure": 1.4798748754290776, "distinct_entities": 10146}, {"ord_3": "a", "support": 35276, "avg_measure": 1.483076312507087, "distinct_entities": 10149}, {"ord_3": "k", "support": 28619, "avg_measure": 1.482651385443237, "distinct_entities": 9642}, {"ord_3": "i", "support": 28048, "avg_measure": 1.4756488876212208, "distinct_entities": 9573}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7de024dbae33609d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7de024dbae33609d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..46744d00d08f0e091e70a3574cf292eb2198048c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7de024dbae33609d/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_7de024dbae33609d +-- problem_id: v2p_c14_881316a5c8a253f7 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", + COUNT(*) AS support, + AVG("ord_0") AS avg_measure, + COUNT(DISTINCT "nom_9") AS distinct_entities +FROM "c14" +GROUP BY "ord_3" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7de024dbae33609d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7de024dbae33609d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..17d030de0219d7319b07769a6d8227d6cf1f4848 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7de024dbae33609d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"ord_3\",\n COUNT(*) AS support,\n AVG(\"ord_0\") AS avg_measure,\n COUNT(DISTINCT \"nom_9\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"ord_3\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"ord_3\\\",\\n COUNT(*) AS support,\\n AVG(\\\"ord_0\\\") AS avg_measure,\\n COUNT(DISTINCT \\\"nom_9\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"ord_3\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"ord_3\": \"g\", \"support\": 36405, \"avg_measure\": 1.4721604175250653, \"distinct_entities\": 10164}, {\"ord_3\": \"l\", \"support\": 36124, \"avg_measure\": 1.4798748754290776, \"distinct_entities\": 10146}, {\"ord_3\": \"a\", \"support\": 35276, \"avg_measure\": 1.483076312507087, \"distinct_entities\": 10149}, {\"ord_3\": \"k\", \"support\": 28619, \"avg_measure\": 1.482651385443237, \"distinct_entities\": 9642}, {\"ord_3\": \"i\", \"support\": 28048, \"avg_measure\": 1.4756488876212208, \"distinct_entities\": 9573}, {\"ord_3\": \"h\", \"support\": 24740, \"avg_measure\": 1.47570735650768, \"distinct_entities\": 9312}, {\"ord_3\": \"j\", \"support\": 24647, \"avg_measure\": 1.4811133200795228, \"distinct_entities\": 9259}, {\"ord_3\": \"f\", \"support\": 22384, \"avg_measure\": 1.4863295210864904, \"distinct_entities\": 8984}, {\"ord_3\": \"e\", \"support\": 21331, \"avg_measure\": 1.4836622755613895, \"distinct_entities\": 8806}, {\"ord_3\": \"b\", \"support\": 11916, \"avg_measure\": 1.4788519637462236, \"distinct_entities\": 6894}, {\"ord_3\": \"o\", \"support\": 11320, \"avg_measure\": 1.4774734982332156, \"distinct_entities\": 6743}, {\"ord_3\": \"d\", \"support\": 7904, \"avg_measure\": 1.4814018218623481, \"distinct_entities\": 5342}, {\"ord_3\": \"c\", \"support\": 6944, \"avg_measure\": 1.475950460829493, \"distinct_entities\": 4881}, {\"ord_3\": \"n\", \"support\": 4014, \"avg_measure\": 1.478824115595416, \"distinct_entities\": 3259}, {\"ord_3\": \"m\", \"support\": 328, \"avg_measure\": 1.5426829268292683, \"distinct_entities\": 323}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 558.11}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7de024dbae33609d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7de024dbae33609d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d74dd459f7ad4d76d8c5ffce85ec425a8bd71c94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7de024dbae33609d/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:14:51.391884+00:00", + "ended_at": "2026-05-04T07:15:03.715424+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_7de024dbae33609d", + "problem_id": "v2p_c14_881316a5c8a253f7", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=ord_3, measure_col=ord_0.", + "bindings": { + "group_col": "ord_3", + "measure_col": "ord_0", + "entity_col": "nom_9", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_7de024dbae33609d.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_7de024dbae33609d", + "api_calls": 0, + "input_tokens": 23918, + "cached_input_tokens": 22912, + "output_tokens": 172, + "total_tokens": 24090, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3829, + "estimated_output_tokens": 141, + "estimated_total_tokens": 3970, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11654.4, + "sql_execution_elapsed_ms_total": 558.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_7de024dbae33609d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7de024dbae33609d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7de024dbae33609d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..acc4cab568b0b52f5f2a9e0cb9d9f5fc30770ac5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7de024dbae33609d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:15:03.137211+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11654.4, "started_at": "2026-05-04T07:14:51.463583+00:00", "ended_at": "2026-05-04T07:15:03.118236+00:00", "prompt_metrics": {"chars": 11971, "bytes_utf8": 11971, "lines": 398, "estimated_tokens": 3829}, "response_metrics": {"chars": 514, "bytes_utf8": 514, "lines": 1, "estimated_tokens": 141}, "usage": {"input_tokens": 23918, "cached_input_tokens": 22912, "output_tokens": 172}, "stderr_preview": "2026-05-04T07:14:51.669700Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:14:54.191232Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_1, group_col_2=nom_0, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_1", + "group_col_2": "nom_0", + "target_col": "target", + "target_value": "0", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7f38f1dd79986055/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7f38f1dd79986055/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9089a3723f713e9fe06387e22829d443f495ad00 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7f38f1dd79986055/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c5-4748-72b0-963a-1a9d15b525ed"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_1\\\", \\\"nom_0\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\", \\\"nom_0\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=bin_1, group_col_2=nom_0, target_col=target, target_value='0'. Query is SQLite-compatible and limited to the single provided table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23945,"cached_input_tokens":2432,"output_tokens":150}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7f38f1dd79986055/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7f38f1dd79986055/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e8b704006fa45105fe8734c788f9ca52935630f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7f38f1dd79986055/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_1\", \"nom_0\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_1\", \"nom_0\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=bin_1, group_col_2=nom_0, target_col=target, target_value='0'. Query is SQLite-compatible and limited to the single provided table and columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7f38f1dd79986055/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7f38f1dd79986055/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3cd9a52e7121bf0c23be5d6aa4d1a4a01f32b1e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7f38f1dd79986055/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:55:31.248233Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:55:33.741898Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:55:41.887332Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7f38f1dd79986055/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7f38f1dd79986055/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bebf9715d57c56d1e8b46786bf370c8275cf406e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7f38f1dd79986055/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_1, group_col_2=nom_0, target_col=target. +Result preview: [{"bin_1": "1", "nom_0": "Blue", "target_rate": 0.8184164885249869}, {"bin_1": "1", "nom_0": "Green", "target_rate": 0.745102260495156}, {"bin_1": "0", "nom_0": "Blue", "target_rate": 0.7372956159892396}, {"bin_1": "1", "nom_0": "Red", "target_rate": 0.7260343600691268}, {"bin_1": "0", "nom_0": "Green", "target_rate": 0.6480817497310865}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7f38f1dd79986055/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7f38f1dd79986055/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..81f86272b9ce2e5858ca9dc0099370e67515512b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7f38f1dd79986055/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_7f38f1dd79986055 +-- problem_id: v2p_c14_2bb604233743f99c +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", "nom_0", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_1", "nom_0" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7f38f1dd79986055/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7f38f1dd79986055/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4083a2271de49f04284cd79c070020e241e3df6e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7f38f1dd79986055/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_1\", \"nom_0\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_1\", \"nom_0\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_1\\\", \\\"nom_0\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\", \\\"nom_0\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"bin_1\", \"nom_0\", \"target_rate\"], \"rows\": [{\"bin_1\": \"1\", \"nom_0\": \"Blue\", \"target_rate\": 0.8184164885249869}, {\"bin_1\": \"1\", \"nom_0\": \"Green\", \"target_rate\": 0.745102260495156}, {\"bin_1\": \"0\", \"nom_0\": \"Blue\", \"target_rate\": 0.7372956159892396}, {\"bin_1\": \"1\", \"nom_0\": \"Red\", \"target_rate\": 0.7260343600691268}, {\"bin_1\": \"0\", \"nom_0\": \"Green\", \"target_rate\": 0.6480817497310865}, {\"bin_1\": \"0\", \"nom_0\": \"Red\", \"target_rate\": 0.6222566395043911}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 505.17}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7f38f1dd79986055/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7f38f1dd79986055/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dd63a2b268563a707ec012efd09de7506b916306 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7f38f1dd79986055/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:55:27.676795+00:00", + "ended_at": "2026-05-04T06:55:43.348479+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_7f38f1dd79986055", + "problem_id": "v2p_c14_2bb604233743f99c", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_1, group_col_2=nom_0, target_col=target.", + "bindings": { + "group_col": "bin_1", + "group_col_2": "nom_0", + "target_col": "target", + "target_value": "0", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=20" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_7f38f1dd79986055.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_7f38f1dd79986055", + "api_calls": 0, + "input_tokens": 23945, + "cached_input_tokens": 2432, + "output_tokens": 150, + "total_tokens": 24095, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3854, + "estimated_output_tokens": 134, + "estimated_total_tokens": 3988, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15063.56, + "sql_execution_elapsed_ms_total": 505.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_7f38f1dd79986055\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7f38f1dd79986055/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7f38f1dd79986055/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..165996b3cacaeffd69af1fdbefc548175af08fd2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_7f38f1dd79986055/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:55:42.835957+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15063.56, "started_at": "2026-05-04T06:55:27.752699+00:00", "ended_at": "2026-05-04T06:55:42.816387+00:00", "prompt_metrics": {"chars": 11991, "bytes_utf8": 11991, "lines": 399, "estimated_tokens": 3854}, "response_metrics": {"chars": 469, "bytes_utf8": 469, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 23945, "cached_input_tokens": 2432, "output_tokens": 150}, "stderr_preview": "2026-05-04T06:55:31.248233Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:55:33.741898Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_2.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "bin_2", + "entity_col": "nom_6", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_82df2d13522c301b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_82df2d13522c301b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef1631701e65f7467ae1a2fa459faedbe0d0add7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_82df2d13522c301b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d4-c02f-7e50-8f6f-03b813dc9eb9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bin_2\\\", COUNT(DISTINCT \\\"nom_6\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\",\"notes\":\"Used the planned template with group_col bound to \\\"bin_2\\\" and entity_col bound to \\\"nom_6\\\", keeping the query single-table and SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23865,"cached_input_tokens":19840,"output_tokens":112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_82df2d13522c301b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_82df2d13522c301b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eebf9a57779febf4c734b49abaedabacdffa6692 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_82df2d13522c301b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bin_2\", COUNT(DISTINCT \"nom_6\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_2\"\nORDER BY distinct_entities DESC\nLIMIT 14;","notes":"Used the planned template with group_col bound to \"bin_2\" and entity_col bound to \"nom_6\", keeping the query single-table and SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_82df2d13522c301b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_82df2d13522c301b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7547e185d13fa501865a2aeb12b042da4f3f3a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_82df2d13522c301b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:12:25.231396Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:12:27.578621Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:12:35.826048Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_82df2d13522c301b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_82df2d13522c301b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f093ae957e9655790a3e374b1f4f3277e6fc1207 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_82df2d13522c301b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_2. +Result preview: [{"bin_2": "1", "distinct_entities": 522}, {"bin_2": "0", "distinct_entities": 522}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_82df2d13522c301b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_82df2d13522c301b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2370b22aa031a10f1ff5d7d26d71cde36535b4c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_82df2d13522c301b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c14_82df2d13522c301b +-- problem_id: v2p_c14_db05fee9a9af0da1 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", COUNT(DISTINCT "nom_6") AS distinct_entities +FROM "c14" +GROUP BY "bin_2" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_82df2d13522c301b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_82df2d13522c301b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d16aac8cadc5db96b3bce778de817bb90465c08 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_82df2d13522c301b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bin_2\", COUNT(DISTINCT \"nom_6\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_2\"\nORDER BY distinct_entities DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bin_2\\\", COUNT(DISTINCT \\\"nom_6\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\", \"columns\": [\"bin_2\", \"distinct_entities\"], \"rows\": [{\"bin_2\": \"1\", \"distinct_entities\": 522}, {\"bin_2\": \"0\", \"distinct_entities\": 522}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 345.1}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_82df2d13522c301b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_82df2d13522c301b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9b758e1fea42fa5b3ec45e8e40741e65dcf83a37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_82df2d13522c301b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:12:24.934532+00:00", + "ended_at": "2026-05-04T07:12:36.972331+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_82df2d13522c301b", + "problem_id": "v2p_c14_db05fee9a9af0da1", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_2.", + "bindings": { + "group_col": "bin_2", + "entity_col": "nom_6", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_82df2d13522c301b.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_82df2d13522c301b", + "api_calls": 0, + "input_tokens": 23865, + "cached_input_tokens": 19840, + "output_tokens": 112, + "total_tokens": 23977, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3776, + "estimated_output_tokens": 96, + "estimated_total_tokens": 3872, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11587.55, + "sql_execution_elapsed_ms_total": 345.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_82df2d13522c301b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_82df2d13522c301b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_82df2d13522c301b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98c0b7a7735959e7d29380c43051cf40119e9e33 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_82df2d13522c301b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:12:36.608307+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11587.55, "started_at": "2026-05-04T07:12:24.997563+00:00", "ended_at": "2026-05-04T07:12:36.584467+00:00", "prompt_metrics": {"chars": 11800, "bytes_utf8": 11800, "lines": 396, "estimated_tokens": 3776}, "response_metrics": {"chars": 363, "bytes_utf8": 363, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 23865, "cached_input_tokens": 19840, "output_tokens": 112}, "stderr_preview": "2026-05-04T07:12:25.231396Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:12:27.578621Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=nom_0.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "nom_0", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_830459e16b80bfc9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_830459e16b80bfc9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f6df48b416cf83285644109f8a58bdc06bb23c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_830459e16b80bfc9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e1-7ead-7623-ba79-dbb0b8a7cf80"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"nom_0\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_0\\\"\\nORDER BY support ASC, \\\"nom_0\\\"\\nLIMIT 13;\",\"notes\":\"Filled the provided Low-Support Group Count template with group_col=\\\"nom_0\\\" and top_k=13 using SQLite-compatible quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23847,"cached_input_tokens":23424,"output_tokens":137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_830459e16b80bfc9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_830459e16b80bfc9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc9e61b689cb7aa3321229e6c215d8c1712ee5f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_830459e16b80bfc9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"nom_0\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"nom_0\"\nORDER BY support ASC, \"nom_0\"\nLIMIT 13;","notes":"Filled the provided Low-Support Group Count template with group_col=\"nom_0\" and top_k=13 using SQLite-compatible quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_830459e16b80bfc9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_830459e16b80bfc9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..588fdda784a21ddc04c9cfa3aea9679dd42fa0ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_830459e16b80bfc9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:26:20.438505Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:26:22.943474Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:26:33.545433Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_830459e16b80bfc9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_830459e16b80bfc9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2923bf11023c8c36880b0a19faca94592d60e146 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_830459e16b80bfc9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=nom_0. +Result preview: [{"nom_0": "Red", "support": 76493}, {"nom_0": "Blue", "support": 96166}, {"nom_0": "Green", "support": 127341}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_830459e16b80bfc9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_830459e16b80bfc9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c408b707b383c6c8e4ef32dfc63198da96245ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_830459e16b80bfc9/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_830459e16b80bfc9 +-- problem_id: v2p_c14_90b400e44341ad3e +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_0", + COUNT(*) AS support +FROM "c14" +GROUP BY "nom_0" +ORDER BY support ASC, "nom_0" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_830459e16b80bfc9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_830459e16b80bfc9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84658cf2be0c2e15a36b946acf4c6e080fafa5b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_830459e16b80bfc9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"nom_0\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"nom_0\"\nORDER BY support ASC, \"nom_0\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"nom_0\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_0\\\"\\nORDER BY support ASC, \\\"nom_0\\\"\\nLIMIT 13;\", \"columns\": [\"nom_0\", \"support\"], \"rows\": [{\"nom_0\": \"Red\", \"support\": 76493}, {\"nom_0\": \"Blue\", \"support\": 96166}, {\"nom_0\": \"Green\", \"support\": 127341}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 238.17}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_830459e16b80bfc9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_830459e16b80bfc9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..90ff010aa9803dbf6ab2e1380d4f2d6d7094ccd1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_830459e16b80bfc9/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:26:16.889710+00:00", + "ended_at": "2026-05-04T07:26:34.293402+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_830459e16b80bfc9", + "problem_id": "v2p_c14_90b400e44341ad3e", + "dataset_id": "c14", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=nom_0.", + "bindings": { + "group_col": "nom_0", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=113" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_830459e16b80bfc9.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_830459e16b80bfc9", + "api_calls": 0, + "input_tokens": 23847, + "cached_input_tokens": 23424, + "output_tokens": 137, + "total_tokens": 23984, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3758, + "estimated_output_tokens": 92, + "estimated_total_tokens": 3850, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17059.96, + "sql_execution_elapsed_ms_total": 238.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_830459e16b80bfc9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_830459e16b80bfc9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_830459e16b80bfc9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e8957ba6b325dde82a2c4f79c548507287e6989 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_830459e16b80bfc9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:26:34.045637+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17059.96, "started_at": "2026-05-04T07:26:16.946104+00:00", "ended_at": "2026-05-04T07:26:34.006282+00:00", "prompt_metrics": {"chars": 11677, "bytes_utf8": 11677, "lines": 394, "estimated_tokens": 3758}, "response_metrics": {"chars": 333, "bytes_utf8": 333, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 23847, "cached_input_tokens": 23424, "output_tokens": 137}, "stderr_preview": "2026-05-04T07:26:20.438505Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:26:22.943474Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_845f720dce660435/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_845f720dce660435/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e76ac231eec3c4a5189b41f985a2b5936d371680 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_845f720dce660435/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_845f720dce660435\n-- problem_id: v2p_c14_75756a566192b3f6\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_9\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_9\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_845f720dce660435\\n-- problem_id: v2p_c14_75756a566192b3f6\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_9\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_9\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_9\", \"support\", \"avg_response\"], \"rows\": [{\"nom_9\": \"163cc60fa\", \"support\": 72, \"avg_response\": 3.1666666666666665}, {\"nom_9\": \"21578b358\", \"support\": 70, \"avg_response\": 2.742857142857143}, {\"nom_9\": \"e8be2364b\", \"support\": 67, \"avg_response\": 3.08955223880597}, {\"nom_9\": \"412859a59\", \"support\": 67, \"avg_response\": 2.985074626865672}, {\"nom_9\": \"f12f038cc\", \"support\": 66, \"avg_response\": 2.6363636363636362}, {\"nom_9\": \"ca7ddfae9\", \"support\": 65, \"avg_response\": 2.923076923076923}, {\"nom_9\": \"2257000b0\", \"support\": 64, \"avg_response\": 3.09375}, {\"nom_9\": \"38039d3a8\", \"support\": 64, \"avg_response\": 3.015625}, {\"nom_9\": \"f43b6639b\", \"support\": 63, \"avg_response\": 3.0476190476190474}, {\"nom_9\": \"3a5b9bbd7\", \"support\": 63, \"avg_response\": 3.015873015873016}, {\"nom_9\": \"3e1d307ac\", \"support\": 63, \"avg_response\": 3.015873015873016}, {\"nom_9\": \"7d43106ff\", \"support\": 63, \"avg_response\": 3.0}, {\"nom_9\": \"2668255cf\", \"support\": 63, \"avg_response\": 2.9206349206349205}, {\"nom_9\": \"971c72d33\", \"support\": 63, \"avg_response\": 2.3174603174603177}, {\"nom_9\": \"8defee9b8\", \"support\": 62, \"avg_response\": 3.4193548387096775}, {\"nom_9\": \"d4d9cd1e9\", \"support\": 62, \"avg_response\": 3.338709677419355}, {\"nom_9\": \"b37f33d00\", \"support\": 62, \"avg_response\": 3.2903225806451615}, {\"nom_9\": \"a92c41029\", \"support\": 62, \"avg_response\": 3.2419354838709675}, {\"nom_9\": \"912eb6e42\", \"support\": 62, \"avg_response\": 2.9516129032258065}, {\"nom_9\": \"ae709c39d\", \"support\": 62, \"avg_response\": 2.9516129032258065}, {\"nom_9\": \"0a29d2401\", \"support\": 62, \"avg_response\": 2.7903225806451615}, {\"nom_9\": \"b043b3d84\", \"support\": 62, \"avg_response\": 2.774193548387097}, {\"nom_9\": \"0e2bfc354\", \"support\": 62, \"avg_response\": 2.6129032258064515}, {\"nom_9\": \"428d5bad6\", \"support\": 61, \"avg_response\": 3.377049180327869}, {\"nom_9\": \"af920cd89\", \"support\": 61, \"avg_response\": 3.360655737704918}, {\"nom_9\": \"4ef13e388\", \"support\": 61, \"avg_response\": 3.2950819672131146}, {\"nom_9\": \"60f27e6b6\", \"support\": 61, \"avg_response\": 3.1475409836065573}, {\"nom_9\": \"a1d23b123\", \"support\": 61, \"avg_response\": 3.0655737704918034}, {\"nom_9\": \"c1324082f\", \"support\": 61, \"avg_response\": 3.0491803278688523}, {\"nom_9\": \"fe5220394\", \"support\": 61, \"avg_response\": 3.0163934426229506}, {\"nom_9\": \"1903e8cdf\", \"support\": 61, \"avg_response\": 3.0}, {\"nom_9\": \"2b7212b50\", \"support\": 61, \"avg_response\": 2.9672131147540983}, {\"nom_9\": \"d608ebad3\", \"support\": 61, \"avg_response\": 2.8852459016393444}, {\"nom_9\": \"8e6834928\", \"support\": 61, \"avg_response\": 2.721311475409836}, {\"nom_9\": \"9fbd214f0\", \"support\": 61, \"avg_response\": 2.6885245901639343}, {\"nom_9\": \"95db371aa\", \"support\": 61, \"avg_response\": 2.639344262295082}, {\"nom_9\": \"8dfb56d84\", \"support\": 60, \"avg_response\": 3.316666666666667}, {\"nom_9\": \"27c271936\", \"support\": 60, \"avg_response\": 3.183333333333333}, {\"nom_9\": \"04ee2825d\", \"support\": 60, \"avg_response\": 3.15}, {\"nom_9\": \"a16b1d8cd\", \"support\": 60, \"avg_response\": 3.1333333333333333}, {\"nom_9\": \"b22e596ed\", \"support\": 60, \"avg_response\": 3.0166666666666666}, {\"nom_9\": \"18e372a4d\", \"support\": 60, \"avg_response\": 3.0}, {\"nom_9\": \"c54a4d273\", \"support\": 60, \"avg_response\": 3.0}, {\"nom_9\": \"cefa8140e\", \"support\": 60, \"avg_response\": 2.9}, {\"nom_9\": \"770664efa\", \"support\": 60, \"avg_response\": 2.8833333333333333}, {\"nom_9\": \"03dae55ac\", \"support\": 60, \"avg_response\": 2.8333333333333335}, {\"nom_9\": \"2533756c6\", \"support\": 60, \"avg_response\": 2.783333333333333}, {\"nom_9\": \"8e0450be1\", \"support\": 60, \"avg_response\": 2.75}, {\"nom_9\": \"9332ff270\", \"support\": 60, \"avg_response\": 2.75}, {\"nom_9\": \"fe7aa1794\", \"support\": 60, \"avg_response\": 2.6333333333333333}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 356.82}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_845f720dce660435/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_845f720dce660435/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5733276bc063e2f70068ffee53f7d918095e0b9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_845f720dce660435/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:59.003214+00:00", + "ended_at": "2026-05-04T07:37:59.367578+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_845f720dce660435", + "problem_id": "v2p_c14_75756a566192b3f6", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=day, key_col=nom_9.", + "bindings": { + "key_col": "nom_9", + "measure_col": "day", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=22", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 22, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_845f720dce660435.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_845f720dce660435/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_845f720dce660435/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_845f720dce660435/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6f1bd827f4263dd838091e072904aed60e439d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11603, "bytes_utf8": 11603, "lines": 394, "estimated_tokens": 3724}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 279, "bytes_utf8": 279, "lines": 1, "estimated_tokens": 77}, "usage": {"input_tokens": 23815, "cached_input_tokens": 22912, "output_tokens": 93}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9714020543eb1b6376a1a6d89f9063a4683630c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_861f0ef835b4c22a", + "api_calls": 0, + "input_tokens": 23815, + "cached_input_tokens": 22912, + "output_tokens": 93, + "total_tokens": 23908, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3724, + "estimated_output_tokens": 77, + "estimated_total_tokens": 3801, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11091.19, + "sql_execution_elapsed_ms_total": 250.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_861f0ef835b4c22a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..06540c6bc5fbc07636373ac0f6f3a86d7ea229c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:06:30.736973+00:00", + "ended_at": "2026-05-04T07:06:41.826513+00:00", + "elapsed_ms": 11091.19, + "prompt_metrics": { + "chars": 11603, + "bytes_utf8": 11603, + "lines": 394, + "estimated_tokens": 3724 + }, + "stdout_metrics": { + "chars": 598, + "bytes_utf8": 598, + "lines": 4, + "estimated_tokens": 178 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13214 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 279, + "bytes_utf8": 279, + "lines": 1, + "estimated_tokens": 77 + }, + "usage": { + "input_tokens": 23815, + "cached_input_tokens": 22912, + "output_tokens": 93 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc013f817863ba7cd315838c16a89cd36c8dc85d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,394 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_2.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "ord_2", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..63c097fead46b7822af8b47d4d69a98f84b06cb2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cf-5895-75c0-aaf6-15ce8cd0784e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"ord_2\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"ord_2\\\" on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23815,"cached_input_tokens":22912,"output_tokens":93}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d2892d00b9cd32e54eba5ba73b395c5661c7197 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"ord_2\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"ord_2\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"ord_2\" on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebce84989161a87225153fb87413bbd610427650 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:06:31.065804Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:06:33.703889Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:06:40.921213Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff65aa0bd9db27a68313b7fd80c687aad846dc78 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_2. +Result preview: [{"ord_2": "Freezing", "row_count": 99816}, {"ord_2": "Lava Hot", "row_count": 63908}, {"ord_2": "Boiling Hot", "row_count": 60627}, {"ord_2": "Cold", "row_count": 33768}, {"ord_2": "Hot", "row_count": 22227}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3e8c92c6d6683f761b7a9fdeb56f4c6ed079ddfc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_861f0ef835b4c22a +-- problem_id: v2p_c14_691efc9cb0cd68b5 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", COUNT(*) AS row_count +FROM "c14" +GROUP BY "ord_2" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b314fa247b023442eccace45a5a86ba4df857fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"ord_2\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"ord_2\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"ord_2\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"ord_2\", \"row_count\"], \"rows\": [{\"ord_2\": \"Freezing\", \"row_count\": 99816}, {\"ord_2\": \"Lava Hot\", \"row_count\": 63908}, {\"ord_2\": \"Boiling Hot\", \"row_count\": 60627}, {\"ord_2\": \"Cold\", \"row_count\": 33768}, {\"ord_2\": \"Hot\", \"row_count\": 22227}, {\"ord_2\": \"Warm\", \"row_count\": 19654}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 250.35}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a65bb21ea2bcfd5a4fa86cd9732dff501550ad83 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:06:30.681060+00:00", + "ended_at": "2026-05-04T07:06:42.107726+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_861f0ef835b4c22a", + "problem_id": "v2p_c14_691efc9cb0cd68b5", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_2.", + "bindings": { + "group_col": "ord_2", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_861f0ef835b4c22a.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_861f0ef835b4c22a", + "api_calls": 0, + "input_tokens": 23815, + "cached_input_tokens": 22912, + "output_tokens": 93, + "total_tokens": 23908, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3724, + "estimated_output_tokens": 77, + "estimated_total_tokens": 3801, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11091.19, + "sql_execution_elapsed_ms_total": 250.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_861f0ef835b4c22a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c6a09e583a7f0657431237d22b720a358b0aa93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_861f0ef835b4c22a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:06:41.847455+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11091.19, "started_at": "2026-05-04T07:06:30.736973+00:00", "ended_at": "2026-05-04T07:06:41.826513+00:00", "prompt_metrics": {"chars": 11603, "bytes_utf8": 11603, "lines": 394, "estimated_tokens": 3724}, "response_metrics": {"chars": 279, "bytes_utf8": 279, "lines": 1, "estimated_tokens": 77}, "usage": {"input_tokens": 23815, "cached_input_tokens": 22912, "output_tokens": 93}, "stderr_preview": "2026-05-04T07:06:31.065804Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:06:33.703889Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_3, measure_col=month.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ord_3", + "measure_col": "month", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cc64728fdfdd38cb29c76dd17449586f0e4d86e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e9-877d-7982-bfaa-8a82ea651c0f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_3\\\",\\n CAST(\\\"month\\\" AS REAL) AS \\\"month_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_3\\\"\\n ORDER BY CAST(\\\"month\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_3\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_3\\\" IS NOT NULL\\n AND \\\"month\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"ord_3\\\",\\n \\\"month_num\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_3\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(((\\\"cnt\\\" * 9) + 9) / 10 AS INT)\\n)\\nSELECT\\n \\\"ord_3\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \\\"ord_3\\\" group and casts \\\"month\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":23424,"output_tokens":657}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c31132ae62e324048b22650bb4a02ad892c2aa9c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_3\",\n CAST(\"month\" AS REAL) AS \"month_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_3\"\n ORDER BY CAST(\"month\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_3\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_3\" IS NOT NULL\n AND \"month\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"ord_3\",\n \"month_num\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_3\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(((\"cnt\" * 9) + 9) / 10 AS INT)\n)\nSELECT\n \"ord_3\",\n \"percentile_measure\"\nFROM \"percentile_rows\"\nWHERE \"pick_rank\" = 1\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \"ord_3\" group and casts \"month\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd16b68da773c6808953bdf647fdb07d2a0dc952 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:35:06.940646Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:35:09.465558Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:35:26.704360Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f7145f0f02cecfd35aecfaa712ad649d317e13a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_3, measure_col=month. +Result preview: [{"ord_3": "a", "percentile_measure": 11.0}, {"ord_3": "b", "percentile_measure": 11.0}, {"ord_3": "c", "percentile_measure": 11.0}, {"ord_3": "d", "percentile_measure": 11.0}, {"ord_3": "e", "percentile_measure": 11.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d1af5be103a9bc9e2d96d164a1252b0509e4a6b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/generated_sql.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_8b0557c2354b0760 +-- problem_id: v2p_c14_11d70166c2819031 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_3", + CAST("month" AS REAL) AS "month_num", + ROW_NUMBER() OVER ( + PARTITION BY "ord_3" + ORDER BY CAST("month" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_3" + ) AS "cnt" + FROM "c14" + WHERE "ord_3" IS NOT NULL + AND "month" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "ord_3", + "month_num" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "ord_3" + ORDER BY "rn" + ) AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CAST((("cnt" * 9) + 9) / 10 AS INT) +) +SELECT + "ord_3", + "percentile_measure" +FROM "percentile_rows" +WHERE "pick_rank" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04e497ec4b8ce45eb757d1b1bb7c5ebe91791248 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_3\",\n CAST(\"month\" AS REAL) AS \"month_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_3\"\n ORDER BY CAST(\"month\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_3\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_3\" IS NOT NULL\n AND \"month\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"ord_3\",\n \"month_num\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_3\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(((\"cnt\" * 9) + 9) / 10 AS INT)\n)\nSELECT\n \"ord_3\",\n \"percentile_measure\"\nFROM \"percentile_rows\"\nWHERE \"pick_rank\" = 1\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_3\\\",\\n CAST(\\\"month\\\" AS REAL) AS \\\"month_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_3\\\"\\n ORDER BY CAST(\\\"month\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_3\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_3\\\" IS NOT NULL\\n AND \\\"month\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"ord_3\\\",\\n \\\"month_num\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_3\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(((\\\"cnt\\\" * 9) + 9) / 10 AS INT)\\n)\\nSELECT\\n \\\"ord_3\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"ord_3\", \"percentile_measure\"], \"rows\": [{\"ord_3\": \"a\", \"percentile_measure\": 11.0}, {\"ord_3\": \"b\", \"percentile_measure\": 11.0}, {\"ord_3\": \"c\", \"percentile_measure\": 11.0}, {\"ord_3\": \"d\", \"percentile_measure\": 11.0}, {\"ord_3\": \"e\", \"percentile_measure\": 11.0}, {\"ord_3\": \"f\", \"percentile_measure\": 11.0}, {\"ord_3\": \"g\", \"percentile_measure\": 11.0}, {\"ord_3\": \"h\", \"percentile_measure\": 11.0}, {\"ord_3\": \"i\", \"percentile_measure\": 11.0}, {\"ord_3\": \"j\", \"percentile_measure\": 11.0}, {\"ord_3\": \"k\", \"percentile_measure\": 11.0}, {\"ord_3\": \"l\", \"percentile_measure\": 11.0}, {\"ord_3\": \"m\", \"percentile_measure\": 11.0}, {\"ord_3\": \"n\", \"percentile_measure\": 11.0}, {\"ord_3\": \"o\", \"percentile_measure\": 11.0}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1356.67}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..187d3e577ee9d6eab1f01a51df5a07f739d50afb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:35:06.676272+00:00", + "ended_at": "2026-05-04T07:35:28.990738+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_8b0557c2354b0760", + "problem_id": "v2p_c14_11d70166c2819031", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_3, measure_col=month.", + "bindings": { + "group_col": "ord_3", + "measure_col": "month", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=139" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_8b0557c2354b0760.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_8b0557c2354b0760", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 23424, + "output_tokens": 657, + "total_tokens": 24534, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 313, + "estimated_total_tokens": 4099, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20863.71, + "sql_execution_elapsed_ms_total": 1356.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_8b0557c2354b0760\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df4f2ab921ecc204854cf3d8255d2264ec4b119d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:35:27.625426+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20863.71, "started_at": "2026-05-04T07:35:06.736027+00:00", "ended_at": "2026-05-04T07:35:27.599987+00:00", "prompt_metrics": {"chars": 11859, "bytes_utf8": 11859, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 984, "bytes_utf8": 984, "lines": 1, "estimated_tokens": 313}, "usage": {"input_tokens": 23877, "cached_input_tokens": 23424, "output_tokens": 657}, "stderr_preview": "2026-05-04T07:35:06.940646Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:35:09.465558Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(((\\\"cnt\\\" * 9) + 9) / 10 AS INT)\\n)\\nSELECT\\n \\\"ord_3\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \\\"ord_3\\\" group and casts \\\"month\\\" from TEXT to REAL.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ceb201a91a187713cda0d6d9e42132b2786c9fef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8b0557c2354b0760/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_8b0557c2354b0760", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 23424, + "output_tokens": 657, + "total_tokens": 24534, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 313, + "estimated_total_tokens": 4099, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20863.71, + "sql_execution_elapsed_ms_total": 1356.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_8b0557c2354b0760\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8c70cbbfa514228d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8c70cbbfa514228d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1d2080a91a3295343087ae570ce74b90fe7bbbd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8c70cbbfa514228d/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "2", "support": 74315, "support_share": 0.24771666666666667, "cumulative_support": 74315}, {"value_label": "1", "support": 67144, "support_share": 0.22381333333333334, "cumulative_support": 141459}, {"value_label": "3", "support": 66357, "support_share": 0.22119, "cumulative_support": 207816}, {"value_label": "4", "support": 40434, "support_share": 0.13478, "cumulative_support": 248250}, {"value_label": "7", "support": 33051, "support_share": 0.11017, "cumulative_support": 281301}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8c70cbbfa514228d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8c70cbbfa514228d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..14901cc16a80c6e34baaa3105e75c709e71a4a5a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8c70cbbfa514228d/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_8c70cbbfa514228d +-- problem_id: v2p_c14_6b9596260fef7868 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "day" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "day" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8c70cbbfa514228d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8c70cbbfa514228d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b665e28a20a08512624d8a14ad1bd204fbfedab4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8c70cbbfa514228d/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c14_8c70cbbfa514228d\n-- problem_id: v2p_c14_6b9596260fef7868\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"day\" AS value_label, COUNT(*) AS support\n FROM \"c14\"\n GROUP BY \"day\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c14_8c70cbbfa514228d\\n-- problem_id: v2p_c14_6b9596260fef7868\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"day\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c14\\\"\\n GROUP BY \\\"day\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"2\", \"support\": 74315, \"support_share\": 0.24771666666666667, \"cumulative_support\": 74315}, {\"value_label\": \"1\", \"support\": 67144, \"support_share\": 0.22381333333333334, \"cumulative_support\": 141459}, {\"value_label\": \"3\", \"support\": 66357, \"support_share\": 0.22119, \"cumulative_support\": 207816}, {\"value_label\": \"4\", \"support\": 40434, \"support_share\": 0.13478, \"cumulative_support\": 248250}, {\"value_label\": \"7\", \"support\": 33051, \"support_share\": 0.11017, \"cumulative_support\": 281301}, {\"value_label\": \"5\", \"support\": 17787, \"support_share\": 0.05929, \"cumulative_support\": 299088}, {\"value_label\": \"6\", \"support\": 912, \"support_share\": 0.00304, \"cumulative_support\": 300000}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 230.49}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8c70cbbfa514228d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8c70cbbfa514228d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b8688c60edc2e38c8df89f874d9c242020d78f81 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8c70cbbfa514228d/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:46.909351+00:00", + "ended_at": "2026-05-04T07:37:47.146092+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_8c70cbbfa514228d", + "problem_id": "v2p_c14_6b9596260fef7868", + "dataset_id": "c14", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=day.", + "bindings": { + "group_col": "day" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=16", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 16, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_8c70cbbfa514228d.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8c70cbbfa514228d/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8c70cbbfa514228d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8c70cbbfa514228d/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8cb1d9ddb89379a3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8cb1d9ddb89379a3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c428473ca9b5b37c7e8f42ec283ce1f059b11f03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8cb1d9ddb89379a3/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 261749, "support_share": 0.8724966666666667, "cumulative_support": 261749}, {"value_label": "1", "support": 38251, "support_share": 0.12750333333333333, "cumulative_support": 300000}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8cb1d9ddb89379a3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8cb1d9ddb89379a3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d3648cdb7b811d31240c15e5eae6ad312be81be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8cb1d9ddb89379a3/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_8cb1d9ddb89379a3 +-- problem_id: v2p_c14_fe96cf6d214d5ceb +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_0" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "bin_0" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8cb1d9ddb89379a3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8cb1d9ddb89379a3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f70d20c35ed2ff0e4664f9919e5ba3208e1db20 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8cb1d9ddb89379a3/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c14_8cb1d9ddb89379a3\n-- problem_id: v2p_c14_fe96cf6d214d5ceb\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"bin_0\" AS value_label, COUNT(*) AS support\n FROM \"c14\"\n GROUP BY \"bin_0\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c14_8cb1d9ddb89379a3\\n-- problem_id: v2p_c14_fe96cf6d214d5ceb\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"bin_0\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c14\\\"\\n GROUP BY \\\"bin_0\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"0\", \"support\": 261749, \"support_share\": 0.8724966666666667, \"cumulative_support\": 261749}, {\"value_label\": \"1\", \"support\": 38251, \"support_share\": 0.12750333333333333, \"cumulative_support\": 300000}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 194.68}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8cb1d9ddb89379a3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8cb1d9ddb89379a3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..44a51b1a2c8766f4281474dc00bcbcb47db12abf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8cb1d9ddb89379a3/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:43.438610+00:00", + "ended_at": "2026-05-04T07:37:43.637949+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_8cb1d9ddb89379a3", + "problem_id": "v2p_c14_fe96cf6d214d5ceb", + "dataset_id": "c14", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=bin_0.", + "bindings": { + "group_col": "bin_0" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_8cb1d9ddb89379a3.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8cb1d9ddb89379a3/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8cb1d9ddb89379a3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8cb1d9ddb89379a3/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8d7535908a2b687b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8d7535908a2b687b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..58c0df66f9c51320e0aa3dfdb69172211459257c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8d7535908a2b687b/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 261749, "support_share": 0.8724966666666667, "support_rank": 1}, {"value_label": "1", "support": 38251, "support_share": 0.12750333333333333, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8d7535908a2b687b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8d7535908a2b687b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b2b4995e5e4bcda1c6ca8193d252819eaa49ab93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8d7535908a2b687b/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_8d7535908a2b687b +-- problem_id: v2p_c14_61d1aa5ff52f1be9 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_0" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "bin_0" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8d7535908a2b687b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8d7535908a2b687b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..511a99d73b84dfc9036ff74f1a803d2774b1d634 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8d7535908a2b687b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c14_8d7535908a2b687b\n-- problem_id: v2p_c14_61d1aa5ff52f1be9\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"bin_0\" AS value_label, COUNT(*) AS support\n FROM \"c14\"\n GROUP BY \"bin_0\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c14_8d7535908a2b687b\\n-- problem_id: v2p_c14_61d1aa5ff52f1be9\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"bin_0\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c14\\\"\\n GROUP BY \\\"bin_0\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"0\", \"support\": 261749, \"support_share\": 0.8724966666666667, \"support_rank\": 1}, {\"value_label\": \"1\", \"support\": 38251, \"support_share\": 0.12750333333333333, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 190.0}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8d7535908a2b687b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8d7535908a2b687b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7c0ae588a8be217ddd16b256af13f9e4bedfd1d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8d7535908a2b687b/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:47.625892+00:00", + "ended_at": "2026-05-04T07:37:47.821625+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_8d7535908a2b687b", + "problem_id": "v2p_c14_61d1aa5ff52f1be9", + "dataset_id": "c14", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=bin_0.", + "bindings": { + "group_col": "bin_0" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_8d7535908a2b687b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8d7535908a2b687b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8d7535908a2b687b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8d7535908a2b687b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a89c10ab9a9d068b8292d9ec8ee975f390dd178d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11988, "bytes_utf8": 11988, "lines": 400, "estimated_tokens": 3845}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 23936, "cached_input_tokens": 3968, "output_tokens": 177}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1de00bbd2af42735e650a4c33ada555b99ccc6b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_8e9a54f8a2d32f04", + "api_calls": 0, + "input_tokens": 23936, + "cached_input_tokens": 3968, + "output_tokens": 177, + "total_tokens": 24113, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3845, + "estimated_output_tokens": 124, + "estimated_total_tokens": 3969, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13894.55, + "sql_execution_elapsed_ms_total": 281.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_8e9a54f8a2d32f04\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9ed13efae8b462c1bdf2f1616dc9813dce7b9e68 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:50:24.463600+00:00", + "ended_at": "2026-05-04T06:50:38.357820+00:00", + "elapsed_ms": 13894.55, + "prompt_metrics": { + "chars": 11988, + "bytes_utf8": 11988, + "lines": 400, + "estimated_tokens": 3845 + }, + "stdout_metrics": { + "chars": 758, + "bytes_utf8": 758, + "lines": 4, + "estimated_tokens": 236 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13188 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 422, + "bytes_utf8": 422, + "lines": 1, + "estimated_tokens": 124 + }, + "usage": { + "input_tokens": 23936, + "cached_input_tokens": 3968, + "output_tokens": 177 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2396d01d8403cc8c0d2f6cce692d3ef3a4eb3b42 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,400 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=bin_3.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "bin_0", + "group_col_2": "bin_3", + "predicate_col": "bin_1", + "predicate_op": "=", + "predicate_value": "0", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d222ef48f3d89d54212a09c2b74b9fc9756dd5e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c0-99c2-71b2-aade-d7658c385fe6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bin_0\\\", \\\"bin_3\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nWHERE \\\"bin_1\\\" = '0'\\nGROUP BY \\\"bin_0\\\", \\\"bin_3\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"bin_0\\\", group_col_2=\\\"bin_3\\\", and predicate \\\"bin_1\\\" = '0'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23936,"cached_input_tokens":3968,"output_tokens":177}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..62b0a1edadc5c138b1f30cb0353def72b5eeb2b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bin_0\", \"bin_3\", COUNT(*) AS row_count\nFROM \"c14\"\nWHERE \"bin_1\" = '0'\nGROUP BY \"bin_0\", \"bin_3\"\nORDER BY row_count DESC;","notes":"Used the provided filtered two-dimensional group count template with group_col=\"bin_0\", group_col_2=\"bin_3\", and predicate \"bin_1\" = '0'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..95fda3b3f099ed5445bf0877ee060981a3c7e416 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:50:24.631744Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:50:26.946432Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:50:37.737977Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..27af5ca7c455fdec161e1935b32d2bd168041fa1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=bin_3. +Result preview: [{"bin_0": "0", "bin_3": "T", "row_count": 99650}, {"bin_0": "0", "bin_3": "F", "row_count": 94856}, {"bin_0": "1", "bin_3": "T", "row_count": 14560}, {"bin_0": "1", "bin_3": "F", "row_count": 13952}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9b4af347451b678904a03e89ad7bcac4f22343b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c14_8e9a54f8a2d32f04 +-- problem_id: v2p_c14_d6e18d99663d7886 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "bin_3", COUNT(*) AS row_count +FROM "c14" +WHERE "bin_1" = '0' +GROUP BY "bin_0", "bin_3" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d6e951151b6dabb924514caa70dd40ee507609e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bin_0\", \"bin_3\", COUNT(*) AS row_count\nFROM \"c14\"\nWHERE \"bin_1\" = '0'\nGROUP BY \"bin_0\", \"bin_3\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bin_0\\\", \\\"bin_3\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nWHERE \\\"bin_1\\\" = '0'\\nGROUP BY \\\"bin_0\\\", \\\"bin_3\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"bin_0\", \"bin_3\", \"row_count\"], \"rows\": [{\"bin_0\": \"0\", \"bin_3\": \"T\", \"row_count\": 99650}, {\"bin_0\": \"0\", \"bin_3\": \"F\", \"row_count\": 94856}, {\"bin_0\": \"1\", \"bin_3\": \"T\", \"row_count\": 14560}, {\"bin_0\": \"1\", \"bin_3\": \"F\", \"row_count\": 13952}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 281.18}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f91d09f200b72f51b92a5a0da2f7a4de04581254 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:50:24.398286+00:00", + "ended_at": "2026-05-04T06:50:38.665443+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_8e9a54f8a2d32f04", + "problem_id": "v2p_c14_d6e18d99663d7886", + "dataset_id": "c14", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=bin_3.", + "bindings": { + "group_col": "bin_0", + "group_col_2": "bin_3", + "predicate_col": "bin_1", + "predicate_op": "=", + "predicate_value": "0", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=2" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_8e9a54f8a2d32f04.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_8e9a54f8a2d32f04", + "api_calls": 0, + "input_tokens": 23936, + "cached_input_tokens": 3968, + "output_tokens": 177, + "total_tokens": 24113, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3845, + "estimated_output_tokens": 124, + "estimated_total_tokens": 3969, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13894.55, + "sql_execution_elapsed_ms_total": 281.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_8e9a54f8a2d32f04\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de1b71dcc118520c13d0bc7b508d5a95ab0aa0eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_8e9a54f8a2d32f04/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:50:38.376005+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13894.55, "started_at": "2026-05-04T06:50:24.463600+00:00", "ended_at": "2026-05-04T06:50:38.357820+00:00", "prompt_metrics": {"chars": 11988, "bytes_utf8": 11988, "lines": 400, "estimated_tokens": 3845}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 23936, "cached_input_tokens": 3968, "output_tokens": 177}, "stderr_preview": "2026-05-04T06:50:24.631744Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:50:26.946432Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=day, measure_col=month.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "day", + "measure_col": "month", + "entity_col": "ord_5", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_922d6628faa19350/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_922d6628faa19350/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d7e32032ab6362d3c410cabfda3152951d9a8ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_922d6628faa19350/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d7-d045-7a31-8534-d225a58cd54d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"day\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"month\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"ord_5\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"day\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Grouped Summary Top-k template with bound roles group_col=\\\"day\\\", measure_col=\\\"month\\\", and entity_col=\\\"ord_5\\\". Cast \\\"month\\\" to REAL so AVG is SQLite-safe over TEXT-typed numeric values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23910,"cached_input_tokens":22912,"output_tokens":146}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_922d6628faa19350/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_922d6628faa19350/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a714365eb6e59f0b2bddaa358a3ab84edb664ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_922d6628faa19350/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"day\",\n COUNT(*) AS support,\n AVG(CAST(\"month\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"ord_5\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"day\"\nORDER BY support DESC\nLIMIT 17;","notes":"Used the provided Grouped Summary Top-k template with bound roles group_col=\"day\", measure_col=\"month\", and entity_col=\"ord_5\". Cast \"month\" to REAL so AVG is SQLite-safe over TEXT-typed numeric values."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_922d6628faa19350/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_922d6628faa19350/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..856029bd49bf77585a17ed5dbb3af4a17d095b60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_922d6628faa19350/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:15:45.943892Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:15:48.354852Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:15:55.913407Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_922d6628faa19350/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_922d6628faa19350/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9621200b6493afcc46665a76356555da972f880c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_922d6628faa19350/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=day, measure_col=month. +Result preview: [{"day": "2", "support": 74315, "avg_measure": 5.764879230303438, "distinct_entities": 192}, {"day": "1", "support": 67144, "avg_measure": 5.7825568926486355, "distinct_entities": 192}, {"day": "3", "support": 66357, "avg_measure": 5.751586117515862, "distinct_entities": 192}, {"day": "4", "support": 40434, "avg_measure": 5.774521442350497, "distinct_entities": 192}, {"day": "7", "support": 33051, "avg_measure": 5.755680614807419, "distinct_entities": 192}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_922d6628faa19350/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_922d6628faa19350/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..da3aa92f86be14ab1a1994f24bde68db6c7258ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_922d6628faa19350/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_922d6628faa19350 +-- problem_id: v2p_c14_1c4ae0a64de2f1fe +-- realization_mode: agent +-- source_kind: agent +SELECT "day", + COUNT(*) AS support, + AVG(CAST("month" AS REAL)) AS avg_measure, + COUNT(DISTINCT "ord_5") AS distinct_entities +FROM "c14" +GROUP BY "day" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_922d6628faa19350/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_922d6628faa19350/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..caf6b30e62c2f28288d3dedcdfff2837d8360b47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_922d6628faa19350/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"day\",\n COUNT(*) AS support,\n AVG(CAST(\"month\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"ord_5\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"day\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"day\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"month\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"ord_5\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"day\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"day\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"day\": \"2\", \"support\": 74315, \"avg_measure\": 5.764879230303438, \"distinct_entities\": 192}, {\"day\": \"1\", \"support\": 67144, \"avg_measure\": 5.7825568926486355, \"distinct_entities\": 192}, {\"day\": \"3\", \"support\": 66357, \"avg_measure\": 5.751586117515862, \"distinct_entities\": 192}, {\"day\": \"4\", \"support\": 40434, \"avg_measure\": 5.774521442350497, \"distinct_entities\": 192}, {\"day\": \"7\", \"support\": 33051, \"avg_measure\": 5.755680614807419, \"distinct_entities\": 192}, {\"day\": \"5\", \"support\": 17787, \"avg_measure\": 5.834373418789003, \"distinct_entities\": 191}, {\"day\": \"6\", \"support\": 912, \"avg_measure\": 6.031798245614035, \"distinct_entities\": 172}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 341.33}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_922d6628faa19350/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_922d6628faa19350/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ace75c1787d8121115ae44cf6187b74bbf4ad9d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_922d6628faa19350/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:15:45.669547+00:00", + "ended_at": "2026-05-04T07:15:57.292853+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_922d6628faa19350", + "problem_id": "v2p_c14_1c4ae0a64de2f1fe", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=day, measure_col=month.", + "bindings": { + "group_col": "day", + "measure_col": "month", + "entity_col": "ord_5", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_922d6628faa19350.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_922d6628faa19350", + "api_calls": 0, + "input_tokens": 23910, + "cached_input_tokens": 22912, + "output_tokens": 146, + "total_tokens": 24056, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3821, + "estimated_output_tokens": 130, + "estimated_total_tokens": 3951, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11173.26, + "sql_execution_elapsed_ms_total": 341.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_922d6628faa19350\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_922d6628faa19350/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_922d6628faa19350/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c859deee2601e2e8fa2846e37e42a8b2b302cde --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_922d6628faa19350/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:15:56.929519+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11173.26, "started_at": "2026-05-04T07:15:45.721504+00:00", "ended_at": "2026-05-04T07:15:56.894863+00:00", "prompt_metrics": {"chars": 11967, "bytes_utf8": 11967, "lines": 398, "estimated_tokens": 3821}, "response_metrics": {"chars": 500, "bytes_utf8": 500, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 23910, "cached_input_tokens": 22912, "output_tokens": 146}, "stderr_preview": "2026-05-04T07:15:45.943892Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:15:48.354852Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=day, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "day", + "target_col": "target", + "target_value": "1", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7e8b3f184b13c79e7ff8e69dfcdc7ef8cd9e918 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1df-6ca2-7180-b0d2-8d508450b369"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"day\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"day\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=\\\"day\\\", target_col=\\\"target\\\", target_value='1', min_support=4, top_k=15.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23948,"cached_input_tokens":23424,"output_tokens":147}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e3d4dd35cc87ac2290031e37093e7d4e6ce260d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"day\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"day\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;","notes":"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=\"day\", target_col=\"target\", target_value='1', min_support=4, top_k=15."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c2a0444c9f40635b47251603baa5bfc9250f07d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:24:04.704506Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:24:07.128301Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:24:15.763255Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..54047df6a35b1f42b80ae650b8ef0773f14e6f28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=day, target_col=target. +Result preview: [{"day": "7", "support": 33051, "focus_rate": 0.34029227557411273}, {"day": "1", "support": 67144, "focus_rate": 0.33611342785654713}, {"day": "6", "support": 912, "focus_rate": 0.32894736842105265}, {"day": "2", "support": 74315, "focus_rate": 0.32204803875395277}, {"day": "3", "support": 66357, "focus_rate": 0.28125141281251415}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec07b4058913cf9dc34560f23ab144e79e65cdb3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_92fb155e6308e130 +-- problem_id: v2p_c14_7b8030d80fb25c36 +-- realization_mode: agent +-- source_kind: agent +SELECT + "day", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "day" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..703069ba9a10b322909d1b72dc753ef8156800a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"day\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"day\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"day\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"day\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\", \"columns\": [\"day\", \"support\", \"focus_rate\"], \"rows\": [{\"day\": \"7\", \"support\": 33051, \"focus_rate\": 0.34029227557411273}, {\"day\": \"1\", \"support\": 67144, \"focus_rate\": 0.33611342785654713}, {\"day\": \"6\", \"support\": 912, \"focus_rate\": 0.32894736842105265}, {\"day\": \"2\", \"support\": 74315, \"focus_rate\": 0.32204803875395277}, {\"day\": \"3\", \"support\": 66357, \"focus_rate\": 0.28125141281251415}, {\"day\": \"5\", \"support\": 17787, \"focus_rate\": 0.273120818575364}, {\"day\": \"4\", \"support\": 40434, \"focus_rate\": 0.25213928871741603}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 257.37}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5dcc6679362ae53e49a76e2ddededd1c661dffb0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:24:04.461123+00:00", + "ended_at": "2026-05-04T07:24:16.759865+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_92fb155e6308e130", + "problem_id": "v2p_c14_7b8030d80fb25c36", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=day, target_col=target.", + "bindings": { + "group_col": "day", + "target_col": "target", + "target_value": "1", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=105" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_92fb155e6308e130.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_92fb155e6308e130", + "api_calls": 0, + "input_tokens": 23948, + "cached_input_tokens": 23424, + "output_tokens": 147, + "total_tokens": 24095, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3859, + "estimated_output_tokens": 131, + "estimated_total_tokens": 3990, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11956.43, + "sql_execution_elapsed_ms_total": 257.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_92fb155e6308e130\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d78f832fae1c60a8ee082297444d0bbeea6b3ed1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:24:16.492654+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11956.43, "started_at": "2026-05-04T07:24:04.516373+00:00", "ended_at": "2026-05-04T07:24:16.472813+00:00", "prompt_metrics": {"chars": 12019, "bytes_utf8": 12019, "lines": 397, "estimated_tokens": 3859}, "response_metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 23948, "cached_input_tokens": 23424, "output_tokens": 147}, "stderr_preview": "2026-05-04T07:24:04.704506Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:24:07.128301Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=\\\"day\\\", target_col=\\\"target\\\", target_value='1', min_support=4, top_k=15.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..00810bf4d96d4971a855a54ec648be89ded6cb4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_92fb155e6308e130/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_92fb155e6308e130", + "api_calls": 0, + "input_tokens": 23948, + "cached_input_tokens": 23424, + "output_tokens": 147, + "total_tokens": 24095, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3859, + "estimated_output_tokens": 131, + "estimated_total_tokens": 3990, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11956.43, + "sql_execution_elapsed_ms_total": 257.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_92fb155e6308e130\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3cdc64cc234b9384e3efbc8494e2ced17662a8cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11861, "bytes_utf8": 11861, "lines": 396, "estimated_tokens": 3786}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 904, "bytes_utf8": 904, "lines": 1, "estimated_tokens": 291}, "usage": {"input_tokens": 23877, "cached_input_tokens": 22912, "output_tokens": 438}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 12715, "bytes_utf8": 12715, "lines": 400, "estimated_tokens": 4062}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 1004, "bytes_utf8": 1004, "lines": 1, "estimated_tokens": 318}, "usage": {"input_tokens": 24153, "cached_input_tokens": 22912, "output_tokens": 617}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5514886c33c70fc155769b01e9919f38ab7e8d94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_937b8ca0f97b4a0a", + "api_calls": 0, + "input_tokens": 48030, + "cached_input_tokens": 45824, + "output_tokens": 1055, + "total_tokens": 49085, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 7848, + "estimated_output_tokens": 609, + "estimated_total_tokens": 8457, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 36059.87, + "sql_execution_elapsed_ms_total": 1252.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_937b8ca0f97b4a0a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9c0b39c5dc9d3e662a07b36bf9932dc20a487eea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:36:16.707996+00:00", + "ended_at": "2026-05-04T07:36:33.496451+00:00", + "elapsed_ms": 16788.4, + "prompt_metrics": { + "chars": 11861, + "bytes_utf8": 11861, + "lines": 396, + "estimated_tokens": 3786 + }, + "stdout_metrics": { + "chars": 1346, + "bytes_utf8": 1346, + "lines": 4, + "estimated_tokens": 466 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13208 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 904, + "bytes_utf8": 904, + "lines": 1, + "estimated_tokens": 291 + }, + "usage": { + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 438 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b657195e5b55d0c4f2a52bf353e2cad459f4fa61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:36:33.522409+00:00", + "ended_at": "2026-05-04T07:36:52.793387+00:00", + "elapsed_ms": 19271.47, + "prompt_metrics": { + "chars": 12715, + "bytes_utf8": 12715, + "lines": 400, + "estimated_tokens": 4062 + }, + "stdout_metrics": { + "chars": 1457, + "bytes_utf8": 1457, + "lines": 4, + "estimated_tokens": 501 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13176 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1004, + "bytes_utf8": 1004, + "lines": 1, + "estimated_tokens": 318 + }, + "usage": { + "input_tokens": 24153, + "cached_input_tokens": 22912, + "output_tokens": 617 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f142aac49c98b322ded20fab5d05161377b370d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_4, measure_col=id.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ord_4", + "measure_col": "id", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f36dca8982ec257927725ed01f4321c16b40a3fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,400 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_4, measure_col=id.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ord_4", + "measure_col": "id", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_4\",\n CAST(\"id\" AS REAL) AS \"id_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_4\"\n ORDER BY CAST(\"id\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_4\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_4\" IS NOT NULL\n AND \"id\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"ord_4\",\n \"id_num\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"ord_4\",\n \"id_num\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3750dc37897c1d2c124a5f22f81c88d032a555c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ea-98b9-7893-a3a8-aff4e31ff345"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_4\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"id_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_4\\\"\\n ORDER BY CAST(\\\"id\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_4\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_4\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"ord_4\\\",\\n \\\"id_num\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"ord_4\\\",\\n \\\"id_num\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \\\"ord_4\\\" group via window functions. \\\"id\\\" is cast from TEXT to REAL before ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":22912,"output_tokens":438}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ee89ccc9fa45e2c030d56ce01d91ada6fc53c07 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_4\",\n CAST(\"id\" AS REAL) AS \"id_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_4\"\n ORDER BY CAST(\"id\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_4\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_4\" IS NOT NULL\n AND \"id\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"ord_4\",\n \"id_num\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"ord_4\",\n \"id_num\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \"ord_4\" group via window functions. \"id\" is cast from TEXT to REAL before ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb4df460d523950e746bac14a36b5ff22bf7ade3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ea-da7a-74f0-a9a9-d68129604956"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_4\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"id_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_4\\\"\\n ORDER BY CAST(\\\"id\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_4\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_4\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"ord_4\\\",\\n \\\"id_num\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(0.9 * \\\"cnt\\\" AS INTEGER) + CASE\\n WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"ord_4\\\",\\n \\\"id_num\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with a CASE-based ceiling expression while preserving the planned grouped percentile-point logic for group_col=\\\"ord_4\\\" and measure_col=\\\"id\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":24153,"cached_input_tokens":22912,"output_tokens":617}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6184f6903adffdfad0aea4e9383250c6585735d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_4\",\n CAST(\"id\" AS REAL) AS \"id_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_4\"\n ORDER BY CAST(\"id\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_4\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_4\" IS NOT NULL\n AND \"id\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"ord_4\",\n \"id_num\",\n \"rn\",\n \"cnt\",\n CAST(0.9 * \"cnt\" AS INTEGER) + CASE\n WHEN 0.9 * \"cnt\" > CAST(0.9 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"ord_4\",\n \"id_num\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported SQLite function CEIL with a CASE-based ceiling expression while preserving the planned grouped percentile-point logic for group_col=\"ord_4\" and measure_col=\"id\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e8d0a51fc1f74aaeabc336822b8c52b6a099b5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:36:16.878487Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:36:19.423372Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:36:32.546603Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..322b03919fdd97309711604cd60a7c71b8412eb5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:36:33.729186Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:36:36.076889Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:36:52.099862Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..06cf4b8e03d96152b588a36f7520e9698ce3179a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_4, measure_col=id. +Result preview: [{"ord_4": "N", "percentile_measure": 272415.0}, {"ord_4": "X", "percentile_measure": 271866.0}, {"ord_4": "Y", "percentile_measure": 271046.0}, {"ord_4": "K", "percentile_measure": 271035.0}, {"ord_4": "H", "percentile_measure": 270972.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..88469595430942e7faf50053a8a4a9a6fd694ec7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_937b8ca0f97b4a0a +-- problem_id: v2p_c14_a83e461443e6d677 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_4", + CAST("id" AS REAL) AS "id_num", + ROW_NUMBER() OVER ( + PARTITION BY "ord_4" + ORDER BY CAST("id" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_4" + ) AS "cnt" + FROM "c14" + WHERE "ord_4" IS NOT NULL + AND "id" IS NOT NULL +), +"picked" AS ( + SELECT + "ord_4", + "id_num", + "rn", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "ord_4", + "id_num" AS "percentile_measure" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25f2866729aab99f6f9afd185b21fcae0476f10a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_4\",\n CAST(\"id\" AS REAL) AS \"id_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_4\"\n ORDER BY CAST(\"id\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_4\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_4\" IS NOT NULL\n AND \"id\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"ord_4\",\n \"id_num\",\n \"rn\",\n \"cnt\",\n CAST(0.9 * \"cnt\" AS INTEGER) + CASE\n WHEN 0.9 * \"cnt\" > CAST(0.9 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"ord_4\",\n \"id_num\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_4\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"id_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_4\\\"\\n ORDER BY CAST(\\\"id\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_4\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_4\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"ord_4\\\",\\n \\\"id_num\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(0.9 * \\\"cnt\\\" AS INTEGER) + CASE\\n WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"ord_4\\\",\\n \\\"id_num\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"ord_4\", \"percentile_measure\"], \"rows\": [{\"ord_4\": \"N\", \"percentile_measure\": 272415.0}, {\"ord_4\": \"X\", \"percentile_measure\": 271866.0}, {\"ord_4\": \"Y\", \"percentile_measure\": 271046.0}, {\"ord_4\": \"K\", \"percentile_measure\": 271035.0}, {\"ord_4\": \"H\", \"percentile_measure\": 270972.0}, {\"ord_4\": \"P\", \"percentile_measure\": 270814.0}, {\"ord_4\": \"F\", \"percentile_measure\": 270746.0}, {\"ord_4\": \"Z\", \"percentile_measure\": 270435.0}, {\"ord_4\": \"C\", \"percentile_measure\": 270410.0}, {\"ord_4\": \"V\", \"percentile_measure\": 270398.0}, {\"ord_4\": \"Q\", \"percentile_measure\": 270368.0}, {\"ord_4\": \"L\", \"percentile_measure\": 270358.0}, {\"ord_4\": \"E\", \"percentile_measure\": 270207.0}, {\"ord_4\": \"D\", \"percentile_measure\": 270138.0}, {\"ord_4\": \"A\", \"percentile_measure\": 269791.0}, {\"ord_4\": \"G\", \"percentile_measure\": 269671.0}, {\"ord_4\": \"R\", \"percentile_measure\": 269516.0}, {\"ord_4\": \"T\", \"percentile_measure\": 269429.0}, {\"ord_4\": \"O\", \"percentile_measure\": 269389.0}, {\"ord_4\": \"S\", \"percentile_measure\": 269383.0}, {\"ord_4\": \"W\", \"percentile_measure\": 269220.0}, {\"ord_4\": \"B\", \"percentile_measure\": 269181.0}, {\"ord_4\": \"J\", \"percentile_measure\": 269025.0}, {\"ord_4\": \"U\", \"percentile_measure\": 268818.0}, {\"ord_4\": \"I\", \"percentile_measure\": 268631.0}, {\"ord_4\": \"M\", \"percentile_measure\": 263042.0}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1252.57}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5822fcca48739e2fe52f7a69860c5008dfaffe2c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:36:16.649079+00:00", + "ended_at": "2026-05-04T07:36:54.088488+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_937b8ca0f97b4a0a", + "problem_id": "v2p_c14_a83e461443e6d677", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_4, measure_col=id.", + "bindings": { + "group_col": "ord_4", + "measure_col": "id", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=140" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_937b8ca0f97b4a0a.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_937b8ca0f97b4a0a", + "api_calls": 0, + "input_tokens": 48030, + "cached_input_tokens": 45824, + "output_tokens": 1055, + "total_tokens": 49085, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 7848, + "estimated_output_tokens": 609, + "estimated_total_tokens": 8457, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 36059.87, + "sql_execution_elapsed_ms_total": 1252.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_937b8ca0f97b4a0a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a28e8182888466fe02f0c234054b090dfde42d6e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:36:33.517876+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16788.4, "started_at": "2026-05-04T07:36:16.707996+00:00", "ended_at": "2026-05-04T07:36:33.496451+00:00", "prompt_metrics": {"chars": 11861, "bytes_utf8": 11861, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 904, "bytes_utf8": 904, "lines": 1, "estimated_tokens": 291}, "usage": {"input_tokens": 23877, "cached_input_tokens": 22912, "output_tokens": 438}, "stderr_preview": "2026-05-04T07:36:16.878487Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:36:19.423372Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"ord_4\\\",\\n \\\"id_num\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with a CASE-based ceiling expression while preserving the planned grouped percentile-point logic for group_col=\\\"ord_4\\\" and measure_col=\\\"id\\"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..168863709cca26d762496c6a13cb40e6ae6ac88d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_937b8ca0f97b4a0a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_937b8ca0f97b4a0a", + "api_calls": 0, + "input_tokens": 48030, + "cached_input_tokens": 45824, + "output_tokens": 1055, + "total_tokens": 49085, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 7848, + "estimated_output_tokens": 609, + "estimated_total_tokens": 8457, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 36059.87, + "sql_execution_elapsed_ms_total": 1252.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_937b8ca0f97b4a0a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2583deee6e5e9da5469928b0b581588d53c08d09 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11881, "bytes_utf8": 11881, "lines": 398, "estimated_tokens": 3802}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 23891, "cached_input_tokens": 22912, "output_tokens": 116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dc0a8e85a47835cb39d2e83f523a0afe3d1c6cc5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_93fbb58657cae194", + "api_calls": 0, + "input_tokens": 23891, + "cached_input_tokens": 22912, + "output_tokens": 116, + "total_tokens": 24007, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3802, + "estimated_output_tokens": 112, + "estimated_total_tokens": 3914, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11077.4, + "sql_execution_elapsed_ms_total": 93.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_93fbb58657cae194\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ffe3101669b76ea09e00aa1bc71ece492d73adae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:09:44.442150+00:00", + "ended_at": "2026-05-04T07:09:55.518294+00:00", + "elapsed_ms": 11077.4, + "prompt_metrics": { + "chars": 11881, + "bytes_utf8": 11881, + "lines": 398, + "estimated_tokens": 3802 + }, + "stdout_metrics": { + "chars": 704, + "bytes_utf8": 704, + "lines": 4, + "estimated_tokens": 222 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13185 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 378, + "bytes_utf8": 378, + "lines": 1, + "estimated_tokens": 112 + }, + "usage": { + "input_tokens": 23891, + "cached_input_tokens": 22912, + "output_tokens": 116 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3223343500aa3c108c591bb9f5c26fe42e900467 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_0.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "ord_0", + "predicate_col": "nom_8", + "predicate_op": "=", + "predicate_value": "fd0041a98", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..60b3f7e4de9042ff1c9bb10d69b44f354214c90c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d2-4d4a-7800-82b3-66164f7c214d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_0\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_8\\\" = 'fd0041a98'\\nGROUP BY \\\"ord_0\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"ord_0\\\", predicate_col=\\\"nom_8\\\", predicate_value='fd0041a98', and top_k=14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23891,"cached_input_tokens":22912,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b3096dc2f6e4af8b434594dd002e94cf8cf13c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_0\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"nom_8\" = 'fd0041a98'\nGROUP BY \"ord_0\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\"ord_0\", predicate_col=\"nom_8\", predicate_value='fd0041a98', and top_k=14."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..107834f8a4e26e3f4c646f6b7d9f2d502236537d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:09:44.745931Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:09:47.134278Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:09:54.494800Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..30097fe5c8fb4e22fc9e301e49469efe11bc1abe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_0. +Result preview: [{"ord_0": "1", "support": 90}, {"ord_0": "2", "support": 52}, {"ord_0": "3", "support": 14}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4c1b2caa81b1015f03309ef78345beb59140b581 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_93fbb58657cae194 +-- problem_id: v2p_c14_46d500cd3fbe0cb4 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_0", COUNT(*) AS support +FROM "c14" +WHERE "nom_8" = 'fd0041a98' +GROUP BY "ord_0" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cff9aae49c51f4eb79d519d0e177419f5460c85c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_0\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"nom_8\" = 'fd0041a98'\nGROUP BY \"ord_0\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_0\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_8\\\" = 'fd0041a98'\\nGROUP BY \\\"ord_0\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"ord_0\", \"support\"], \"rows\": [{\"ord_0\": \"1\", \"support\": 90}, {\"ord_0\": \"2\", \"support\": 52}, {\"ord_0\": \"3\", \"support\": 14}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 93.69}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cc12a7ccc12e2b54f24c409e4783120e8d84b3af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:09:44.390020+00:00", + "ended_at": "2026-05-04T07:09:55.655299+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_93fbb58657cae194", + "problem_id": "v2p_c14_46d500cd3fbe0cb4", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_0.", + "bindings": { + "group_col": "ord_0", + "predicate_col": "nom_8", + "predicate_op": "=", + "predicate_value": "fd0041a98", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_93fbb58657cae194.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_93fbb58657cae194", + "api_calls": 0, + "input_tokens": 23891, + "cached_input_tokens": 22912, + "output_tokens": 116, + "total_tokens": 24007, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3802, + "estimated_output_tokens": 112, + "estimated_total_tokens": 3914, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11077.4, + "sql_execution_elapsed_ms_total": 93.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_93fbb58657cae194\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c98defbd52b023cfc0fc2d2579a4fdf50a9122cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_93fbb58657cae194/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:09:55.537718+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11077.4, "started_at": "2026-05-04T07:09:44.442150+00:00", "ended_at": "2026-05-04T07:09:55.518294+00:00", "prompt_metrics": {"chars": 11881, "bytes_utf8": 11881, "lines": 398, "estimated_tokens": 3802}, "response_metrics": {"chars": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 23891, "cached_input_tokens": 22912, "output_tokens": 116}, "stderr_preview": "2026-05-04T07:09:44.745931Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:09:47.134278Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_4, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "ord_4", + "target_col": "target", + "target_value": "0", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fcbbc99748dfe49cb9b262f5e5244c15cdcfa67 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1de-d682-7331-8588-3323e2b5337d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"ord_4\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with fixed bindings group_col=ord_4, target_col=target, target_value='0', min_support=5, and top_k=14. Query is single-table, SQLite-compatible, and quotes identifiers with double quotes.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23953,"cached_input_tokens":22912,"output_tokens":167}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b23024e64e520159b6a01a59fa7299e1ed5ff221 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"ord_4\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"ord_4\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;","notes":"Used the required Tail Target-Rate Extremes template with fixed bindings group_col=ord_4, target_col=target, target_value='0', min_support=5, and top_k=14. Query is single-table, SQLite-compatible, and quotes identifiers with double quotes."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3609ab4e51f441fd81c1f07adfeb2f32e43bb620 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:23:26.295346Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:23:28.607431Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:23:36.571082Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d62e435bcbdf9df224262493b34bc03df7899810 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_4, target_col=target. +Result preview: [{"ord_4": "A", "support": 18258, "focus_rate": 0.8131230145689561}, {"ord_4": "B", "support": 6169, "focus_rate": 0.8014264872750851}, {"ord_4": "D", "support": 3974, "focus_rate": 0.7916456970306995}, {"ord_4": "E", "support": 11303, "focus_rate": 0.7864283818455278}, {"ord_4": "C", "support": 3575, "focus_rate": 0.784055944055944}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cd8432d651a86f1f9c010c3eb557ad6e16228f4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_94a4f90268d36814 +-- problem_id: v2p_c14_ec9a5301660161b7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_4", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "ord_4" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2facd16a3ef10efc7b8433fa0f73e33fb5f87984 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"ord_4\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"ord_4\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"ord_4\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\", \"columns\": [\"ord_4\", \"support\", \"focus_rate\"], \"rows\": [{\"ord_4\": \"A\", \"support\": 18258, \"focus_rate\": 0.8131230145689561}, {\"ord_4\": \"B\", \"support\": 6169, \"focus_rate\": 0.8014264872750851}, {\"ord_4\": \"D\", \"support\": 3974, \"focus_rate\": 0.7916456970306995}, {\"ord_4\": \"E\", \"support\": 11303, \"focus_rate\": 0.7864283818455278}, {\"ord_4\": \"C\", \"support\": 3575, \"focus_rate\": 0.784055944055944}, {\"ord_4\": \"F\", \"support\": 11717, \"focus_rate\": 0.7754544678672015}, {\"ord_4\": \"G\", \"support\": 18899, \"focus_rate\": 0.7631091592147733}, {\"ord_4\": \"H\", \"support\": 12743, \"focus_rate\": 0.7545318998665934}, {\"ord_4\": \"I\", \"support\": 14644, \"focus_rate\": 0.7476782299918056}, {\"ord_4\": \"K\", \"support\": 14698, \"focus_rate\": 0.7339774118927745}, {\"ord_4\": \"J\", \"support\": 12878, \"focus_rate\": 0.7334213387171921}, {\"ord_4\": \"M\", \"support\": 159, \"focus_rate\": 0.7232704402515723}, {\"ord_4\": \"L\", \"support\": 19066, \"focus_rate\": 0.7173502570019931}, {\"ord_4\": \"O\", \"support\": 5836, \"focus_rate\": 0.6931117203564084}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 257.73}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..80e0219bd203ce5f966ffca2cf23402fb5183112 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:23:25.964836+00:00", + "ended_at": "2026-05-04T07:23:37.838965+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_94a4f90268d36814", + "problem_id": "v2p_c14_ec9a5301660161b7", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_4, target_col=target.", + "bindings": { + "group_col": "ord_4", + "target_col": "target", + "target_value": "0", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=104" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_94a4f90268d36814.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_94a4f90268d36814", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 167, + "total_tokens": 24120, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 152, + "estimated_total_tokens": 4016, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11519.04, + "sql_execution_elapsed_ms_total": 257.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_94a4f90268d36814\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8f887632a5dbb05d27edc4ed90e166d27b4d429 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:23:37.572263+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11519.04, "started_at": "2026-05-04T07:23:26.034686+00:00", "ended_at": "2026-05-04T07:23:37.552714+00:00", "prompt_metrics": {"chars": 12026, "bytes_utf8": 12026, "lines": 397, "estimated_tokens": 3864}, "response_metrics": {"chars": 534, "bytes_utf8": 534, "lines": 1, "estimated_tokens": 152}, "usage": {"input_tokens": 23953, "cached_input_tokens": 22912, "output_tokens": 167}, "stderr_preview": "2026-05-04T07:23:26.295346Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:23:28.607431Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with fixed bindings group_col=ord_4, target_col=target, target_value='0', min_support=5, and top_k=14. Query is single-table, SQLite-compatible, and quotes identifiers with double quotes.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a43859b9d55397be3545df916fd3ea4bfbb7f295 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94a4f90268d36814/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_94a4f90268d36814", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 167, + "total_tokens": 24120, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 152, + "estimated_total_tokens": 4016, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11519.04, + "sql_execution_elapsed_ms_total": 257.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_94a4f90268d36814\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d80988666fce9499250a7d864c6ee8e44558fa33 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 208236, "support_share": 0.69412, "cumulative_support": 208236}, {"value_label": "1", "support": 91764, "support_share": 0.30588, "cumulative_support": 300000}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..635a1b2feb188bb6d93ec6757412a3510fe760c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_94f9a4d5c583e5fd +-- problem_id: v2p_c14_891f7ea20074645d +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "target" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "target" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..263e6c2ec2e1b9f4872baf88922b8766835e0fa2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c14_94f9a4d5c583e5fd\n-- problem_id: v2p_c14_891f7ea20074645d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"target\" AS value_label, COUNT(*) AS support\n FROM \"c14\"\n GROUP BY \"target\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c14_94f9a4d5c583e5fd\\n-- problem_id: v2p_c14_891f7ea20074645d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"target\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c14\\\"\\n GROUP BY \\\"target\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"0\", \"support\": 208236, \"support_share\": 0.69412, \"cumulative_support\": 208236}, {\"value_label\": \"1\", \"support\": 91764, \"support_share\": 0.30588, \"cumulative_support\": 300000}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 218.75}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d77b1fd6c2efc2c9c5e72130b58530ff72433579 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:47.400682+00:00", + "ended_at": "2026-05-04T07:37:47.623566+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_94f9a4d5c583e5fd", + "problem_id": "v2p_c14_891f7ea20074645d", + "dataset_id": "c14", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=target.", + "bindings": { + "group_col": "target" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=18", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 18, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_94f9a4d5c583e5fd.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3feda284682bf0d5a443fcf45eae02f958badadb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "Trapezoid", "support": 101181, "support_share": 0.33727, "cumulative_support": 101181}, {"value_label": "Square", "support": 49597, "support_share": 0.16532333333333332, "cumulative_support": 150778}, {"value_label": "Star", "support": 45904, "support_share": 0.15301333333333333, "cumulative_support": 196682}, {"value_label": "Circle", "support": 37320, "support_share": 0.1244, "cumulative_support": 234002}, {"value_label": "Polygon", "support": 36143, "support_share": 0.12047666666666666, "cumulative_support": 270145}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7722e86fcf64ae873a6ce6c76c642dedd3eddf4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_9522e5d6267a6f7f +-- problem_id: v2p_c14_cc1107b07e34d673 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_1" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_1" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ab794f82c108c13580fdd4ef2419967d5c40ccb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c14_9522e5d6267a6f7f\n-- problem_id: v2p_c14_cc1107b07e34d673\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"nom_1\" AS value_label, COUNT(*) AS support\n FROM \"c14\"\n GROUP BY \"nom_1\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c14_9522e5d6267a6f7f\\n-- problem_id: v2p_c14_cc1107b07e34d673\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"nom_1\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c14\\\"\\n GROUP BY \\\"nom_1\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"Trapezoid\", \"support\": 101181, \"support_share\": 0.33727, \"cumulative_support\": 101181}, {\"value_label\": \"Square\", \"support\": 49597, \"support_share\": 0.16532333333333332, \"cumulative_support\": 150778}, {\"value_label\": \"Star\", \"support\": 45904, \"support_share\": 0.15301333333333333, \"cumulative_support\": 196682}, {\"value_label\": \"Circle\", \"support\": 37320, \"support_share\": 0.1244, \"cumulative_support\": 234002}, {\"value_label\": \"Polygon\", \"support\": 36143, \"support_share\": 0.12047666666666666, \"cumulative_support\": 270145}, {\"value_label\": \"Triangle\", \"support\": 29855, \"support_share\": 0.09951666666666667, \"cumulative_support\": 300000}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 256.21}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..57d451d7547a359108a5dce89f6451cd8a7fd436 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:44.663473+00:00", + "ended_at": "2026-05-04T07:37:44.924311+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_9522e5d6267a6f7f", + "problem_id": "v2p_c14_cc1107b07e34d673", + "dataset_id": "c14", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=nom_1.", + "bindings": { + "group_col": "nom_1" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_9522e5d6267a6f7f.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b977d15faa464e44f534ddb35fa8b972b900dd7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12185, "bytes_utf8": 12185, "lines": 401, "estimated_tokens": 3864}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 984, "bytes_utf8": 984, "lines": 1, "estimated_tokens": 308}, "usage": {"input_tokens": 23955, "cached_input_tokens": 22912, "output_tokens": 347}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 13055, "bytes_utf8": 13055, "lines": 405, "estimated_tokens": 4137}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 1175, "bytes_utf8": 1175, "lines": 1, "estimated_tokens": 340}, "usage": {"input_tokens": 24228, "cached_input_tokens": 22912, "output_tokens": 532}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..545daebee7ed882bf6b09ac714489646419813b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_95e0bec2f8d85209", + "api_calls": 0, + "input_tokens": 48183, + "cached_input_tokens": 45824, + "output_tokens": 879, + "total_tokens": 49062, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 8001, + "estimated_output_tokens": 648, + "estimated_total_tokens": 8649, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33168.52, + "sql_execution_elapsed_ms_total": 281.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_95e0bec2f8d85209\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..58120fda6bb78764b8fb2e8446717e8872cd319d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:01:03.294825+00:00", + "ended_at": "2026-05-04T07:01:18.446306+00:00", + "elapsed_ms": 15151.81, + "prompt_metrics": { + "chars": 12185, + "bytes_utf8": 12185, + "lines": 401, + "estimated_tokens": 3864 + }, + "stdout_metrics": { + "chars": 1428, + "bytes_utf8": 1428, + "lines": 4, + "estimated_tokens": 483 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13269 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 984, + "bytes_utf8": 984, + "lines": 1, + "estimated_tokens": 308 + }, + "usage": { + "input_tokens": 23955, + "cached_input_tokens": 22912, + "output_tokens": 347 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b266f5eaab2e2b3183d25dc311a1b0cfa3077873 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:01:18.471349+00:00", + "ended_at": "2026-05-04T07:01:36.487846+00:00", + "elapsed_ms": 18016.71, + "prompt_metrics": { + "chars": 13055, + "bytes_utf8": 13055, + "lines": 405, + "estimated_tokens": 4137 + }, + "stdout_metrics": { + "chars": 1631, + "bytes_utf8": 1631, + "lines": 4, + "estimated_tokens": 526 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13223 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1175, + "bytes_utf8": 1175, + "lines": 1, + "estimated_tokens": 340 + }, + "usage": { + "input_tokens": 24228, + "cached_input_tokens": 22912, + "output_tokens": 532 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7981aa70f79422522238f1354537919e8e0edcda --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,401 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=bin_2, measure_col=day, condition_col=nom_3.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "bin_2", + "measure_col": "day", + "condition_col": "nom_3", + "condition_value": "China", + "positive_value": "China", + "negative_value": "Finland", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d6cc5c0221b32ce1ed19e9203158f001ba2dd68 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,405 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=bin_2, measure_col=day, condition_col=nom_3.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "bin_2", + "measure_col": "day", + "condition_col": "nom_3", + "condition_value": "China", + "positive_value": "China", + "negative_value": "Finland", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"bin_2\",\n CAST(\"day\" AS REAL) AS \"day_value\"\n FROM \"c14\"\n WHERE \"nom_3\" = 'China'\n AND \"day\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"bin_2\",\n \"day_value\",\n ROW_NUMBER() OVER (PARTITION BY \"bin_2\" ORDER BY \"day_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"bin_2\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"target_rows\" AS (\n SELECT\n \"bin_2\",\n \"day_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"bin_2\",\n \"day_value\" AS \"conditional_percentile\"\nFROM \"target_rows\"\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..73a87366a9b44e227c1fcd84501275ce02823cab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ca-594c-76f0-95b9-9d2645182b88"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"bin_2\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_3\\\" = 'China'\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"bin_2\\\",\\n \\\"day_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"bin_2\\\" ORDER BY \\\"day_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"bin_2\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"target_rows\\\" AS (\\n SELECT\\n \\\"bin_2\\\",\\n \\\"day_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER)\\n)\\nSELECT\\n \\\"bin_2\\\",\\n \\\"day_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"target_rows\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this approximates the 95th percentile per \\\"bin_2\\\" for rows where \\\"nom_3\\\" = 'China' by selecting the value at rank CEIL(0.95 * group_count) after ordering \\\"day\\\" numerically within each group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23955,"cached_input_tokens":22912,"output_tokens":347}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..808180300b9b6415d5a6e6b72f6f859bbbc4c35a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"bin_2\",\n CAST(\"day\" AS REAL) AS \"day_value\"\n FROM \"c14\"\n WHERE \"nom_3\" = 'China'\n AND \"day\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"bin_2\",\n \"day_value\",\n ROW_NUMBER() OVER (PARTITION BY \"bin_2\" ORDER BY \"day_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"bin_2\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"target_rows\" AS (\n SELECT\n \"bin_2\",\n \"day_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"bin_2\",\n \"day_value\" AS \"conditional_percentile\"\nFROM \"target_rows\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this approximates the 95th percentile per \"bin_2\" for rows where \"nom_3\" = 'China' by selecting the value at rank CEIL(0.95 * group_count) after ordering \"day\" numerically within each group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c080b9091ad814d8e812399707cdbf643dcdac8a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ca-94b3-7cc0-8c66-034e7ce741fd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"bin_2\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_3\\\" = 'China'\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"bin_2\\\",\\n \\\"day_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"bin_2\\\" ORDER BY \\\"day_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"bin_2\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"target_rows\\\" AS (\\n SELECT\\n \\\"bin_2\\\",\\n \\\"day_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(0.95 * \\\"cnt\\\" AS INTEGER)\\n + CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END\\n)\\nSELECT\\n \\\"bin_2\\\",\\n \\\"day_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"target_rows\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Repaired the SQLite incompatibility by replacing CEIL(...) with a SQLite-compatible ceiling expression using CAST(...) plus a CASE check. The query preserves the planned template intent for group_col=\\\"bin_2\\\", measure_col=\\\"day\\\", and condition_col=\\\"nom_3\\\" filtered to 'China'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":24228,"cached_input_tokens":22912,"output_tokens":532}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b342813b98823f9cea8e818d871be25a8a56128a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"bin_2\",\n CAST(\"day\" AS REAL) AS \"day_value\"\n FROM \"c14\"\n WHERE \"nom_3\" = 'China'\n AND \"day\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"bin_2\",\n \"day_value\",\n ROW_NUMBER() OVER (PARTITION BY \"bin_2\" ORDER BY \"day_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"bin_2\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"target_rows\" AS (\n SELECT\n \"bin_2\",\n \"day_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(0.95 * \"cnt\" AS INTEGER)\n + CASE\n WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END\n)\nSELECT\n \"bin_2\",\n \"day_value\" AS \"conditional_percentile\"\nFROM \"target_rows\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Repaired the SQLite incompatibility by replacing CEIL(...) with a SQLite-compatible ceiling expression using CAST(...) plus a CASE check. The query preserves the planned template intent for group_col=\"bin_2\", measure_col=\"day\", and condition_col=\"nom_3\" filtered to 'China'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ada0ca18db0119416b6d87b22d373d743cf550b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:01:03.516577Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:01:05.900057Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:01:17.765955Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4449bd7d8541b3a18ad8fc2a80b62c36286767b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:01:18.802981Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:01:21.174889Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:01:35.877572Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b4aa1ab9a6d313dbef6719bb0cfd0864a23b63d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=bin_2, measure_col=day, condition_col=nom_3. +Result preview: [{"bin_2": "0", "conditional_percentile": 7.0}, {"bin_2": "1", "conditional_percentile": 7.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fc1806ac56b61153de6350b7975886fa87ae9be8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_95e0bec2f8d85209 +-- problem_id: v2p_c14_3fb7ab0abc653c3c +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "bin_2", + CAST("day" AS REAL) AS "day_value" + FROM "c14" + WHERE "nom_3" = 'China' + AND "day" IS NOT NULL +), +"ranked" AS ( + SELECT + "bin_2", + "day_value", + ROW_NUMBER() OVER (PARTITION BY "bin_2" ORDER BY "day_value") AS "rn", + COUNT(*) OVER (PARTITION BY "bin_2") AS "cnt" + FROM "filtered" +), +"target_rows" AS ( + SELECT + "bin_2", + "day_value" + FROM "ranked" + WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) +) +SELECT + "bin_2", + "day_value" AS "conditional_percentile" +FROM "target_rows" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..992437a5d05b0d402ca12fa0ad2ab18f7a58c8b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"bin_2\",\n CAST(\"day\" AS REAL) AS \"day_value\"\n FROM \"c14\"\n WHERE \"nom_3\" = 'China'\n AND \"day\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"bin_2\",\n \"day_value\",\n ROW_NUMBER() OVER (PARTITION BY \"bin_2\" ORDER BY \"day_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"bin_2\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"target_rows\" AS (\n SELECT\n \"bin_2\",\n \"day_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(0.95 * \"cnt\" AS INTEGER)\n + CASE\n WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END\n)\nSELECT\n \"bin_2\",\n \"day_value\" AS \"conditional_percentile\"\nFROM \"target_rows\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"bin_2\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_3\\\" = 'China'\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"bin_2\\\",\\n \\\"day_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"bin_2\\\" ORDER BY \\\"day_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"bin_2\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"target_rows\\\" AS (\\n SELECT\\n \\\"bin_2\\\",\\n \\\"day_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(0.95 * \\\"cnt\\\" AS INTEGER)\\n + CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END\\n)\\nSELECT\\n \\\"bin_2\\\",\\n \\\"day_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"target_rows\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"bin_2\", \"conditional_percentile\"], \"rows\": [{\"bin_2\": \"0\", \"conditional_percentile\": 7.0}, {\"bin_2\": \"1\", \"conditional_percentile\": 7.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 281.35}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..291328544d5eea14d789f6335adb578494889ba6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:01:03.239821+00:00", + "ended_at": "2026-05-04T07:01:36.795578+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_95e0bec2f8d85209", + "problem_id": "v2p_c14_3fb7ab0abc653c3c", + "dataset_id": "c14", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=bin_2, measure_col=day, condition_col=nom_3.", + "bindings": { + "group_col": "bin_2", + "measure_col": "day", + "condition_col": "nom_3", + "condition_value": "China", + "positive_value": "China", + "negative_value": "Finland", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_95e0bec2f8d85209.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_95e0bec2f8d85209", + "api_calls": 0, + "input_tokens": 48183, + "cached_input_tokens": 45824, + "output_tokens": 879, + "total_tokens": 49062, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 8001, + "estimated_output_tokens": 648, + "estimated_total_tokens": 8649, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33168.52, + "sql_execution_elapsed_ms_total": 281.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_95e0bec2f8d85209\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..748f2a48824826e8d2b882bcbe4f7e10b95eb836 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:01:18.465056+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15151.81, "started_at": "2026-05-04T07:01:03.294825+00:00", "ended_at": "2026-05-04T07:01:18.446306+00:00", "prompt_metrics": {"chars": 12185, "bytes_utf8": 12185, "lines": 401, "estimated_tokens": 3864}, "response_metrics": {"chars": 984, "bytes_utf8": 984, "lines": 1, "estimated_tokens": 308}, "usage": {"input_tokens": 23955, "cached_input_tokens": 22912, "output_tokens": 347}, "stderr_preview": "2026-05-04T07:01:03.516577Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:01:05.900057Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END\\n)\\nSELECT\\n \\\"bin_2\\\",\\n \\\"day_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"target_rows\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Repaired the SQLite incompatibility by replacing CEIL(...) with a SQLite-compatible ceiling expression usin"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..76ef4e5500865308274d8ebe82d21547c4df2f03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95e0bec2f8d85209/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_95e0bec2f8d85209", + "api_calls": 0, + "input_tokens": 48183, + "cached_input_tokens": 45824, + "output_tokens": 879, + "total_tokens": 49062, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 8001, + "estimated_output_tokens": 648, + "estimated_total_tokens": 8649, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33168.52, + "sql_execution_elapsed_ms_total": 281.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_95e0bec2f8d85209\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..996edc7af320fcc58ed77cd4806dea867f49c8d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12015, "bytes_utf8": 12015, "lines": 397, "estimated_tokens": 3859}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 23948, "cached_input_tokens": 23424, "output_tokens": 141}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bec92b517ea264bd0e166fb83772e5ca3d5545e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_95f77beb05bae21b", + "api_calls": 0, + "input_tokens": 23948, + "cached_input_tokens": 23424, + "output_tokens": 141, + "total_tokens": 24089, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3859, + "estimated_output_tokens": 125, + "estimated_total_tokens": 3984, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13322.2, + "sql_execution_elapsed_ms_total": 298.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_95f77beb05bae21b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8fe379c1d6b294aaa193207c9b419fbb79dff8b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:23:50.801891+00:00", + "ended_at": "2026-05-04T07:24:04.126168+00:00", + "elapsed_ms": 13322.2, + "prompt_metrics": { + "chars": 12015, + "bytes_utf8": 12015, + "lines": 397, + "estimated_tokens": 3859 + }, + "stdout_metrics": { + "chars": 751, + "bytes_utf8": 751, + "lines": 4, + "estimated_tokens": 235 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13211 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 422, + "bytes_utf8": 422, + "lines": 1, + "estimated_tokens": 125 + }, + "usage": { + "input_tokens": 23948, + "cached_input_tokens": 23424, + "output_tokens": 141 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0de5d6d89bbca0d63f49164a86e1b05228c75fcc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,397 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=day, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "day", + "target_col": "target", + "target_value": "1", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1aa9328c3153eed0315530dee9c323263ac225b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1df-3715-7c43-800e-151ebf4148f8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"day\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"day\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"day\\\", target_col=\\\"target\\\", target_value='1', min_support=5, top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23948,"cached_input_tokens":23424,"output_tokens":141}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da84d9084baba7a86348758d99e2c0116ef93182 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"day\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"day\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;","notes":"Used the required template with fixed bindings: group_col=\"day\", target_col=\"target\", target_value='1', min_support=5, top_k=10."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d67a5fdf1f0a16d8fa710f9e84034ba4707e465 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:23:51.020852Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:23:53.340303Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:24:03.250460Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..86d57956547df86582300d2e02e0e739b73ead2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=day, target_col=target. +Result preview: [{"day": "7", "support": 33051, "focus_rate": 0.34029227557411273}, {"day": "1", "support": 67144, "focus_rate": 0.33611342785654713}, {"day": "6", "support": 912, "focus_rate": 0.32894736842105265}, {"day": "2", "support": 74315, "focus_rate": 0.32204803875395277}, {"day": "3", "support": 66357, "focus_rate": 0.28125141281251415}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..af200800ce4d7683007cfa32255bc35d2585cf5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_95f77beb05bae21b +-- problem_id: v2p_c14_d16c64729c69f977 +-- realization_mode: agent +-- source_kind: agent +SELECT + "day", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "day" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88067e37b9c5fb434fa61c017035c6d1ea1a2ab9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"day\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"day\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"day\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"day\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\", \"columns\": [\"day\", \"support\", \"focus_rate\"], \"rows\": [{\"day\": \"7\", \"support\": 33051, \"focus_rate\": 0.34029227557411273}, {\"day\": \"1\", \"support\": 67144, \"focus_rate\": 0.33611342785654713}, {\"day\": \"6\", \"support\": 912, \"focus_rate\": 0.32894736842105265}, {\"day\": \"2\", \"support\": 74315, \"focus_rate\": 0.32204803875395277}, {\"day\": \"3\", \"support\": 66357, \"focus_rate\": 0.28125141281251415}, {\"day\": \"5\", \"support\": 17787, \"focus_rate\": 0.273120818575364}, {\"day\": \"4\", \"support\": 40434, \"focus_rate\": 0.25213928871741603}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 298.33}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dd421606925f832719ed13ff020b9732dd286020 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:23:50.749563+00:00", + "ended_at": "2026-05-04T07:24:04.459020+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_95f77beb05bae21b", + "problem_id": "v2p_c14_d16c64729c69f977", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=day, target_col=target.", + "bindings": { + "group_col": "day", + "target_col": "target", + "target_value": "1", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=105" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_95f77beb05bae21b.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_95f77beb05bae21b", + "api_calls": 0, + "input_tokens": 23948, + "cached_input_tokens": 23424, + "output_tokens": 141, + "total_tokens": 24089, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3859, + "estimated_output_tokens": 125, + "estimated_total_tokens": 3984, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13322.2, + "sql_execution_elapsed_ms_total": 298.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_95f77beb05bae21b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35849bd2b59c49cc376a749a4c870ddfb9680c39 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:24:04.150448+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13322.2, "started_at": "2026-05-04T07:23:50.801891+00:00", "ended_at": "2026-05-04T07:24:04.126168+00:00", "prompt_metrics": {"chars": 12015, "bytes_utf8": 12015, "lines": 397, "estimated_tokens": 3859}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 23948, "cached_input_tokens": 23424, "output_tokens": 141}, "stderr_preview": "2026-05-04T07:23:51.020852Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:23:53.340303Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"day\\\", target_col=\\\"target\\\", target_value='1', min_support=5, top_k=10.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..874766fb3202c875338849cab7b0f3e8d7ab56cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_95f77beb05bae21b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_95f77beb05bae21b", + "api_calls": 0, + "input_tokens": 23948, + "cached_input_tokens": 23424, + "output_tokens": 141, + "total_tokens": 24089, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3859, + "estimated_output_tokens": 125, + "estimated_total_tokens": 3984, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13322.2, + "sql_execution_elapsed_ms_total": 298.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_95f77beb05bae21b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_963f2b35f772e8c7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_963f2b35f772e8c7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf26c36f20858d13531d892a8c5dedf5c8be61e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_963f2b35f772e8c7/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "L", "support": 19066, "support_share": 0.06355333333333334, "cumulative_support": 19066}, {"value_label": "G", "support": 18899, "support_share": 0.06299666666666667, "cumulative_support": 37965}, {"value_label": "S", "support": 18875, "support_share": 0.06291666666666666, "cumulative_support": 56840}, {"value_label": "A", "support": 18258, "support_share": 0.06086, "cumulative_support": 75098}, {"value_label": "R", "support": 16927, "support_share": 0.05642333333333333, "cumulative_support": 92025}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_963f2b35f772e8c7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_963f2b35f772e8c7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f1579371235f3fbfa4f12e2396737e35069353dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_963f2b35f772e8c7/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_963f2b35f772e8c7 +-- problem_id: v2p_c14_02dbf05ee92b4f2a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_4" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_4" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_963f2b35f772e8c7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_963f2b35f772e8c7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..277bbea4279ce67120a58736df1ddc0ca467588c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_963f2b35f772e8c7/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c14_963f2b35f772e8c7\n-- problem_id: v2p_c14_02dbf05ee92b4f2a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"ord_4\" AS value_label, COUNT(*) AS support\n FROM \"c14\"\n GROUP BY \"ord_4\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c14_963f2b35f772e8c7\\n-- problem_id: v2p_c14_02dbf05ee92b4f2a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"ord_4\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c14\\\"\\n GROUP BY \\\"ord_4\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"L\", \"support\": 19066, \"support_share\": 0.06355333333333334, \"cumulative_support\": 19066}, {\"value_label\": \"G\", \"support\": 18899, \"support_share\": 0.06299666666666667, \"cumulative_support\": 37965}, {\"value_label\": \"S\", \"support\": 18875, \"support_share\": 0.06291666666666666, \"cumulative_support\": 56840}, {\"value_label\": \"A\", \"support\": 18258, \"support_share\": 0.06086, \"cumulative_support\": 75098}, {\"value_label\": \"R\", \"support\": 16927, \"support_share\": 0.05642333333333333, \"cumulative_support\": 92025}, {\"value_label\": \"Q\", \"support\": 15925, \"support_share\": 0.05308333333333334, \"cumulative_support\": 107950}, {\"value_label\": \"K\", \"support\": 14698, \"support_share\": 0.04899333333333333, \"cumulative_support\": 122648}, {\"value_label\": \"I\", \"support\": 14644, \"support_share\": 0.048813333333333334, \"cumulative_support\": 137292}, {\"value_label\": \"Z\", \"support\": 14232, \"support_share\": 0.04744, \"cumulative_support\": 151524}, {\"value_label\": \"T\", \"support\": 14220, \"support_share\": 0.0474, \"cumulative_support\": 165744}, {\"value_label\": \"V\", \"support\": 14143, \"support_share\": 0.047143333333333336, \"cumulative_support\": 179887}, {\"value_label\": \"J\", \"support\": 12878, \"support_share\": 0.04292666666666667, \"cumulative_support\": 192765}, {\"value_label\": \"P\", \"support\": 12839, \"support_share\": 0.04279666666666666, \"cumulative_support\": 205604}, {\"value_label\": \"U\", \"support\": 12775, \"support_share\": 0.042583333333333334, \"cumulative_support\": 218379}, {\"value_label\": \"H\", \"support\": 12743, \"support_share\": 0.04247666666666667, \"cumulative_support\": 231122}, {\"value_label\": \"F\", \"support\": 11717, \"support_share\": 0.03905666666666667, \"cumulative_support\": 242839}, {\"value_label\": \"E\", \"support\": 11303, \"support_share\": 0.037676666666666664, \"cumulative_support\": 254142}, {\"value_label\": \"W\", \"support\": 9197, \"support_share\": 0.030656666666666665, \"cumulative_support\": 263339}, {\"value_label\": \"Y\", \"support\": 8490, \"support_share\": 0.0283, \"cumulative_support\": 271829}, {\"value_label\": \"X\", \"support\": 6292, \"support_share\": 0.020973333333333333, \"cumulative_support\": 278121}, {\"value_label\": \"B\", \"support\": 6169, \"support_share\": 0.020563333333333333, \"cumulative_support\": 284290}, {\"value_label\": \"O\", \"support\": 5836, \"support_share\": 0.019453333333333333, \"cumulative_support\": 290126}, {\"value_label\": \"D\", \"support\": 3974, \"support_share\": 0.013246666666666667, \"cumulative_support\": 294100}, {\"value_label\": \"C\", \"support\": 3575, \"support_share\": 0.011916666666666667, \"cumulative_support\": 297675}, {\"value_label\": \"N\", \"support\": 2166, \"support_share\": 0.00722, \"cumulative_support\": 299841}, {\"value_label\": \"M\", \"support\": 159, \"support_share\": 0.00053, \"cumulative_support\": 300000}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 242.52}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_963f2b35f772e8c7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_963f2b35f772e8c7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4be829907d23cd8c3b57412271e041fe47a49c75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_963f2b35f772e8c7/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:46.662577+00:00", + "ended_at": "2026-05-04T07:37:46.909351+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_963f2b35f772e8c7", + "problem_id": "v2p_c14_02dbf05ee92b4f2a", + "dataset_id": "c14", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=ord_4.", + "bindings": { + "group_col": "ord_4" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=15", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 15, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_963f2b35f772e8c7.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_963f2b35f772e8c7/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_963f2b35f772e8c7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_963f2b35f772e8c7/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fa7e417e08bc348b45220af6b6ed21daca7dbf98 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11871, "bytes_utf8": 11871, "lines": 398, "estimated_tokens": 3798}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 350, "bytes_utf8": 350, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 23887, "cached_input_tokens": 22912, "output_tokens": 120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0a5ccb1caf92a8617baa11622b4958979b5cfd96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_96450f6732192b75", + "api_calls": 0, + "input_tokens": 23887, + "cached_input_tokens": 22912, + "output_tokens": 120, + "total_tokens": 24007, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3798, + "estimated_output_tokens": 104, + "estimated_total_tokens": 3902, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12856.53, + "sql_execution_elapsed_ms_total": 112.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_96450f6732192b75\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..191836496079aa50cc53133561f82959969e3e3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:11:05.065322+00:00", + "ended_at": "2026-05-04T07:11:17.920380+00:00", + "elapsed_ms": 12856.53, + "prompt_metrics": { + "chars": 11871, + "bytes_utf8": 11871, + "lines": 398, + "estimated_tokens": 3798 + }, + "stdout_metrics": { + "chars": 680, + "bytes_utf8": 680, + "lines": 4, + "estimated_tokens": 215 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13221 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 350, + "bytes_utf8": 350, + "lines": 1, + "estimated_tokens": 104 + }, + "usage": { + "input_tokens": 23887, + "cached_input_tokens": 22912, + "output_tokens": 120 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c42631178e94a7cbc51a7cc6b985899937d1f675 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_3.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "ord_3", + "predicate_col": "ord_5", + "predicate_op": "=", + "predicate_value": "aM", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..581bc59a5f3a55915585d3b9f831a0ea85b10562 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d3-8801-76a2-89b1-d2273e8493cb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_3\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_5\\\" = 'aM'\\nGROUP BY \\\"ord_3\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the required template with bound roles: group_col=\\\"ord_3\\\", predicate_col=\\\"ord_5\\\", predicate_op=\\\"=\\\", predicate_value='aM', top_k=17.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23887,"cached_input_tokens":22912,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50a2ff089333c24448530a89aa1967d53763c44d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_3\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_5\" = 'aM'\nGROUP BY \"ord_3\"\nORDER BY support DESC\nLIMIT 17;","notes":"Used the required template with bound roles: group_col=\"ord_3\", predicate_col=\"ord_5\", predicate_op=\"=\", predicate_value='aM', top_k=17."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6063afd5b47248714991bbe1bb33e62e3f01a94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:11:05.304651Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:11:08.002921Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:11:17.007701Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0dcbbd0080a8fa65b6bd69789b98fd66dab2419c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_3. +Result preview: [{"ord_3": "l", "support": 268}, {"ord_3": "g", "support": 241}, {"ord_3": "a", "support": 230}, {"ord_3": "i", "support": 217}, {"ord_3": "k", "support": 200}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b8a481d7f2e7848dddbf30db02dc715db0d2eff4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_96450f6732192b75 +-- problem_id: v2p_c14_275201a8f4e671ad +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", COUNT(*) AS support +FROM "c14" +WHERE "ord_5" = 'aM' +GROUP BY "ord_3" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..960bf2cba2db7eec219ebde598c6e49670eeb1e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_3\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_5\" = 'aM'\nGROUP BY \"ord_3\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_3\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_5\\\" = 'aM'\\nGROUP BY \\\"ord_3\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"ord_3\", \"support\"], \"rows\": [{\"ord_3\": \"l\", \"support\": 268}, {\"ord_3\": \"g\", \"support\": 241}, {\"ord_3\": \"a\", \"support\": 230}, {\"ord_3\": \"i\", \"support\": 217}, {\"ord_3\": \"k\", \"support\": 200}, {\"ord_3\": \"j\", \"support\": 197}, {\"ord_3\": \"h\", \"support\": 191}, {\"ord_3\": \"e\", \"support\": 185}, {\"ord_3\": \"f\", \"support\": 131}, {\"ord_3\": \"b\", \"support\": 84}, {\"ord_3\": \"o\", \"support\": 68}, {\"ord_3\": \"c\", \"support\": 52}, {\"ord_3\": \"n\", \"support\": 38}, {\"ord_3\": \"d\", \"support\": 38}, {\"ord_3\": \"m\", \"support\": 5}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 112.93}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d39307d26b40d08de0be67fd7d9085ac1981de16 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:11:05.010654+00:00", + "ended_at": "2026-05-04T07:11:18.069371+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_96450f6732192b75", + "problem_id": "v2p_c14_275201a8f4e671ad", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_3.", + "bindings": { + "group_col": "ord_3", + "predicate_col": "ord_5", + "predicate_op": "=", + "predicate_value": "aM", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=67" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_96450f6732192b75.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_96450f6732192b75", + "api_calls": 0, + "input_tokens": 23887, + "cached_input_tokens": 22912, + "output_tokens": 120, + "total_tokens": 24007, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3798, + "estimated_output_tokens": 104, + "estimated_total_tokens": 3902, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12856.53, + "sql_execution_elapsed_ms_total": 112.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_96450f6732192b75\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f916fc53f1e7e4cfd3d2ecfcc0d253eaaf9b675 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_96450f6732192b75/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:11:17.941582+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12856.53, "started_at": "2026-05-04T07:11:05.065322+00:00", "ended_at": "2026-05-04T07:11:17.920380+00:00", "prompt_metrics": {"chars": 11871, "bytes_utf8": 11871, "lines": 398, "estimated_tokens": 3798}, "response_metrics": {"chars": 350, "bytes_utf8": 350, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 23887, "cached_input_tokens": 22912, "output_tokens": 120}, "stderr_preview": "2026-05-04T07:11:05.304651Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:11:08.002921Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=nom_4, condition_col=ord_2.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "nom_4", + "condition_col": "ord_2", + "condition_value": "Boiling Hot", + "positive_value": "Lava Hot", + "negative_value": "Boiling Hot", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_967694e57ce25c10/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_967694e57ce25c10/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..907220b83a1d62a1713d790bb105c9cd4462dafb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_967694e57ce25c10/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c7-46e3-7ba3-96ac-9bd62aa33087"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_4\\\",\\n AVG(CASE WHEN \\\"ord_2\\\" = 'Boiling Hot' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col bound to \\\"nom_4\\\" and condition_col bound to \\\"ord_2\\\", measuring the within-group proportion of rows where \\\"ord_2\\\" = 'Boiling Hot'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23911,"cached_input_tokens":23424,"output_tokens":137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_967694e57ce25c10/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_967694e57ce25c10/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11484a4b336a5deeec45e5a0670f87e59709547f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_967694e57ce25c10/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_4\",\n AVG(CASE WHEN \"ord_2\" = 'Boiling Hot' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_4\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with group_col bound to \"nom_4\" and condition_col bound to \"ord_2\", measuring the within-group proportion of rows where \"ord_2\" = 'Boiling Hot'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_967694e57ce25c10/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_967694e57ce25c10/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2608d70681071a9e7c8761d884ec48f92758f7a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_967694e57ce25c10/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:57:42.244626Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:57:44.730279Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:57:52.931553Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_967694e57ce25c10/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_967694e57ce25c10/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7d9c79ddb77ce7a359a64daa9e321eef1b50ca7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_967694e57ce25c10/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=nom_4, condition_col=ord_2. +Result preview: [{"nom_4": "Bassoon", "condition_rate": 0.2041403693314633}, {"nom_4": "Oboe", "condition_rate": 0.2024205519378501}, {"nom_4": "Piano", "condition_rate": 0.20180555391223068}, {"nom_4": "Theremin", "condition_rate": 0.19940813269518834}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_967694e57ce25c10/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_967694e57ce25c10/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8155aed4ddf4625d062f6a609e33038b37eb916c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_967694e57ce25c10/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_967694e57ce25c10 +-- problem_id: v2p_c14_2498c76011ca53eb +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_4", + AVG(CASE WHEN "ord_2" = 'Boiling Hot' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_4" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_967694e57ce25c10/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_967694e57ce25c10/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b2136558488ae6cfb25042bd1e26d0bd50f4f926 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_967694e57ce25c10/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_4\",\n AVG(CASE WHEN \"ord_2\" = 'Boiling Hot' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_4\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_4\\\",\\n AVG(CASE WHEN \\\"ord_2\\\" = 'Boiling Hot' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"nom_4\", \"condition_rate\"], \"rows\": [{\"nom_4\": \"Bassoon\", \"condition_rate\": 0.2041403693314633}, {\"nom_4\": \"Oboe\", \"condition_rate\": 0.2024205519378501}, {\"nom_4\": \"Piano\", \"condition_rate\": 0.20180555391223068}, {\"nom_4\": \"Theremin\", \"condition_rate\": 0.19940813269518834}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 313.5}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_967694e57ce25c10/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_967694e57ce25c10/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..15d087caba3c001345bddcbd7b546dec7d56899d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_967694e57ce25c10/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:57:41.854316+00:00", + "ended_at": "2026-05-04T06:57:53.944847+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_967694e57ce25c10", + "problem_id": "v2p_c14_2498c76011ca53eb", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=nom_4, condition_col=ord_2.", + "bindings": { + "group_col": "nom_4", + "condition_col": "ord_2", + "condition_value": "Boiling Hot", + "positive_value": "Lava Hot", + "negative_value": "Boiling Hot", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_967694e57ce25c10.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_967694e57ce25c10", + "api_calls": 0, + "input_tokens": 23911, + "cached_input_tokens": 23424, + "output_tokens": 137, + "total_tokens": 24048, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3820, + "estimated_output_tokens": 121, + "estimated_total_tokens": 3941, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11679.24, + "sql_execution_elapsed_ms_total": 313.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_967694e57ce25c10\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_967694e57ce25c10/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_967694e57ce25c10/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0dc586c3d11f716ba88254b1f8aa7759f939a6f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_967694e57ce25c10/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:57:53.615275+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11679.24, "started_at": "2026-05-04T06:57:41.912548+00:00", "ended_at": "2026-05-04T06:57:53.588079+00:00", "prompt_metrics": {"chars": 11952, "bytes_utf8": 11952, "lines": 399, "estimated_tokens": 3820}, "response_metrics": {"chars": 433, "bytes_utf8": 433, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 23911, "cached_input_tokens": 23424, "output_tokens": 137}, "stderr_preview": "2026-05-04T06:57:42.244626Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:57:44.730279Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=nom_4, group_col_2=month.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "nom_4", + "group_col_2": "month", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_98e23fc9af618ad0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_98e23fc9af618ad0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d34f7ea41801e3ac18171cdd1e8628d2cd098b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_98e23fc9af618ad0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e3-8f17-7003-bfe1-28db849da2da"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"nom_4\\\",\\n \\\"month\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\", \\\"month\\\"\\nORDER BY support ASC, \\\"nom_4\\\", \\\"month\\\"\\nLIMIT 13;\",\"notes\":\"Uses the required Pairwise Sparse Slice Count template with group_col=\\\"nom_4\\\" and group_col_2=\\\"month\\\" on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23915,"cached_input_tokens":22912,"output_tokens":144}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_98e23fc9af618ad0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_98e23fc9af618ad0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..603ef32e4f43ea68a701ef64175dab03ecc0ebeb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_98e23fc9af618ad0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"nom_4\",\n \"month\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"nom_4\", \"month\"\nORDER BY support ASC, \"nom_4\", \"month\"\nLIMIT 13;","notes":"Uses the required Pairwise Sparse Slice Count template with group_col=\"nom_4\" and group_col_2=\"month\" on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_98e23fc9af618ad0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_98e23fc9af618ad0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3af6b69b69edba176a169bf52a9b39dd5ee4d5d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_98e23fc9af618ad0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:28:35.670751Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:28:38.108437Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:28:46.073383Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_98e23fc9af618ad0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_98e23fc9af618ad0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..09dc9bd7b2d267cac0f0536f1e2df660330f4636 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_98e23fc9af618ad0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=nom_4, group_col_2=month. +Result preview: [{"nom_4": "Theremin", "month": "6", "support": 112}, {"nom_4": "Bassoon", "month": "6", "support": 125}, {"nom_4": "Piano", "month": "6", "support": 146}, {"nom_4": "Oboe", "month": "6", "support": 180}, {"nom_4": "Theremin", "month": "5", "support": 2038}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_98e23fc9af618ad0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_98e23fc9af618ad0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1de0ee769ea7dc52f056b6c7c68b603fd71b569d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_98e23fc9af618ad0/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_98e23fc9af618ad0 +-- problem_id: v2p_c14_93fe0c4e718347f8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_4", + "month", + COUNT(*) AS support +FROM "c14" +GROUP BY "nom_4", "month" +ORDER BY support ASC, "nom_4", "month" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_98e23fc9af618ad0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_98e23fc9af618ad0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..26bd1dffa2de376a2cebda8d48bc0033fc184d75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_98e23fc9af618ad0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"nom_4\",\n \"month\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"nom_4\", \"month\"\nORDER BY support ASC, \"nom_4\", \"month\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"nom_4\\\",\\n \\\"month\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\", \\\"month\\\"\\nORDER BY support ASC, \\\"nom_4\\\", \\\"month\\\"\\nLIMIT 13;\", \"columns\": [\"nom_4\", \"month\", \"support\"], \"rows\": [{\"nom_4\": \"Theremin\", \"month\": \"6\", \"support\": 112}, {\"nom_4\": \"Bassoon\", \"month\": \"6\", \"support\": 125}, {\"nom_4\": \"Piano\", \"month\": \"6\", \"support\": 146}, {\"nom_4\": \"Oboe\", \"month\": \"6\", \"support\": 180}, {\"nom_4\": \"Theremin\", \"month\": \"5\", \"support\": 2038}, {\"nom_4\": \"Bassoon\", \"month\": \"5\", \"support\": 2464}, {\"nom_4\": \"Piano\", \"month\": \"5\", \"support\": 3106}, {\"nom_4\": \"Oboe\", \"month\": \"5\", \"support\": 3387}, {\"nom_4\": \"Theremin\", \"month\": \"8\", \"support\": 3460}, {\"nom_4\": \"Theremin\", \"month\": \"7\", \"support\": 3547}, {\"nom_4\": \"Theremin\", \"month\": \"10\", \"support\": 4061}, {\"nom_4\": \"Bassoon\", \"month\": \"8\", \"support\": 4273}, {\"nom_4\": \"Theremin\", \"month\": \"4\", \"support\": 4505}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 454.79}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_98e23fc9af618ad0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_98e23fc9af618ad0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..40c91fd38435ebd79cffeed3621c6e2bae608655 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_98e23fc9af618ad0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:28:35.383908+00:00", + "ended_at": "2026-05-04T07:28:47.404529+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_98e23fc9af618ad0", + "problem_id": "v2p_c14_93fe0c4e718347f8", + "dataset_id": "c14", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=nom_4, group_col_2=month.", + "bindings": { + "group_col": "nom_4", + "group_col_2": "month", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=123" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_98e23fc9af618ad0.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_98e23fc9af618ad0", + "api_calls": 0, + "input_tokens": 23915, + "cached_input_tokens": 22912, + "output_tokens": 144, + "total_tokens": 24059, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3826, + "estimated_output_tokens": 109, + "estimated_total_tokens": 3935, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11469.93, + "sql_execution_elapsed_ms_total": 454.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_98e23fc9af618ad0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_98e23fc9af618ad0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_98e23fc9af618ad0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..700c4197bb286d43a831279b8400b72b0d4551be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_98e23fc9af618ad0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:28:46.939740+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11469.93, "started_at": "2026-05-04T07:28:35.450777+00:00", "ended_at": "2026-05-04T07:28:46.920944+00:00", "prompt_metrics": {"chars": 11851, "bytes_utf8": 11851, "lines": 396, "estimated_tokens": 3826}, "response_metrics": {"chars": 369, "bytes_utf8": 369, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 23915, "cached_input_tokens": 22912, "output_tokens": 144}, "stderr_preview": "2026-05-04T07:28:35.670751Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:28:38.108437Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_2, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "ord_2", + "target_col": "target", + "target_value": "0", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2d8c4f9d1c6ab47a677f3219f764ef3b074258a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1de-43a1-7943-8fd2-9b3c19db0e66"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"ord_2\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"ord_2\\\", target_col=\\\"target\\\", target_value='0', min_support=4, top_k=17.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":23424,"output_tokens":168}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca077546f372a80d2a30d8d959004143dcc6b0e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"ord_2\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"ord_2\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;","notes":"Used the required template with fixed bindings: group_col=\"ord_2\", target_col=\"target\", target_value='0', min_support=4, top_k=17."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..989145d20b0384d0bdf4bea19cc10c0427cc9d40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:22:48.673478Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:22:50.926949Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:22:59.250204Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0a85555faeb8d9faf099dc01d7322bd42777975 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_2, target_col=target. +Result preview: [{"ord_2": "Freezing", "support": 99816, "focus_rate": 0.774785605514146}, {"ord_2": "Cold", "support": 33768, "focus_rate": 0.74212271973466}, {"ord_2": "Warm", "support": 19654, "focus_rate": 0.7112038261931414}, {"ord_2": "Hot", "support": 22227, "focus_rate": 0.6736851576910964}, {"ord_2": "Boiling Hot", "support": 60627, "focus_rate": 0.6390387121249608}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b6104a493c453d991ae356f8caf8c117778e6219 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_997ba01fd9a94b3c +-- problem_id: v2p_c14_f25fa782c7eff803 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_2", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "ord_2" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d53142aec73e7df49a58b62dc5971ae6aaa1731a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"ord_2\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"ord_2\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"ord_2\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\", \"columns\": [\"ord_2\", \"support\", \"focus_rate\"], \"rows\": [{\"ord_2\": \"Freezing\", \"support\": 99816, \"focus_rate\": 0.774785605514146}, {\"ord_2\": \"Cold\", \"support\": 33768, \"focus_rate\": 0.74212271973466}, {\"ord_2\": \"Warm\", \"support\": 19654, \"focus_rate\": 0.7112038261931414}, {\"ord_2\": \"Hot\", \"support\": 22227, \"focus_rate\": 0.6736851576910964}, {\"ord_2\": \"Boiling Hot\", \"support\": 60627, \"focus_rate\": 0.6390387121249608}, {\"ord_2\": \"Lava Hot\", \"support\": 63908, \"focus_rate\": 0.5968736308443388}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 324.21}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8f148067999bf271868b293c12c0f79f8c3e3953 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:22:48.396406+00:00", + "ended_at": "2026-05-04T07:23:00.414016+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_997ba01fd9a94b3c", + "problem_id": "v2p_c14_f25fa782c7eff803", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_2, target_col=target.", + "bindings": { + "group_col": "ord_2", + "target_col": "target", + "target_value": "0", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_997ba01fd9a94b3c.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_997ba01fd9a94b3c", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 23424, + "output_tokens": 168, + "total_tokens": 24120, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 131, + "estimated_total_tokens": 3994, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11600.59, + "sql_execution_elapsed_ms_total": 324.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_997ba01fd9a94b3c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..10ea1acc89a1b47fb29228b947e577df5ddd1321 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:23:00.081522+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11600.59, "started_at": "2026-05-04T07:22:48.458343+00:00", "ended_at": "2026-05-04T07:23:00.061512+00:00", "prompt_metrics": {"chars": 12021, "bytes_utf8": 12021, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 23952, "cached_input_tokens": 23424, "output_tokens": 168}, "stderr_preview": "2026-05-04T07:22:48.673478Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:22:50.926949Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"ord_2\\\", target_col=\\\"target\\\", target_value='0', min_support=4, top_k=17.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..79808331ebdd8e30bc2648a2a21955ad700839e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_997ba01fd9a94b3c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_997ba01fd9a94b3c", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 23424, + "output_tokens": 168, + "total_tokens": 24120, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 131, + "estimated_total_tokens": 3994, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11600.59, + "sql_execution_elapsed_ms_total": 324.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_997ba01fd9a94b3c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..03fa833a155f47903a08f913027e3bbf0f99c13f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11677, "bytes_utf8": 11677, "lines": 394, "estimated_tokens": 3761}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 23850, "cached_input_tokens": 23424, "output_tokens": 123}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..001fbc650d85602b17fe5f620a241e5846b01b79 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_99d00be8a6deae4b", + "api_calls": 0, + "input_tokens": 23850, + "cached_input_tokens": 23424, + "output_tokens": 123, + "total_tokens": 23973, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3761, + "estimated_output_tokens": 100, + "estimated_total_tokens": 3861, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11274.18, + "sql_execution_elapsed_ms_total": 193.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_99d00be8a6deae4b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..70ee1efd4c9c865a4feae7036e37e28c2b982cec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:25:07.268154+00:00", + "ended_at": "2026-05-04T07:25:18.542499+00:00", + "elapsed_ms": 11274.18, + "prompt_metrics": { + "chars": 11677, + "bytes_utf8": 11677, + "lines": 394, + "estimated_tokens": 3761 + }, + "stdout_metrics": { + "chars": 688, + "bytes_utf8": 688, + "lines": 4, + "estimated_tokens": 203 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13207 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 365, + "bytes_utf8": 365, + "lines": 1, + "estimated_tokens": 100 + }, + "usage": { + "input_tokens": 23850, + "cached_input_tokens": 23424, + "output_tokens": 123 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f8104f268089310bddccb4d944a859c4a38f07e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,394 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=bin_2.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "bin_2", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fecdeeec1901c534abab64e2a28bfebb67a069ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e0-61ca-7420-ac82-2af83d98754d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"bin_2\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nORDER BY support ASC, \\\"bin_2\\\"\\nLIMIT 10;\",\"notes\":\"Applied the provided Low-Support Group Count template with group_col bound to \\\"bin_2\\\" and top_k=10. Uses only the single allowed table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23850,"cached_input_tokens":23424,"output_tokens":123}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d79858aad30ea3c9b50ffe0f10a44a4d91965f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"bin_2\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"bin_2\"\nORDER BY support ASC, \"bin_2\"\nLIMIT 10;","notes":"Applied the provided Low-Support Group Count template with group_col bound to \"bin_2\" and top_k=10. Uses only the single allowed table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be78e60057ec7d9de5e37c58361eb9a120864d35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:25:07.476905Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:25:09.967623Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:25:17.760170Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..082e2bec45ea3ffc547c467903c705464087ba21 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=bin_2. +Result preview: [{"bin_2": "1", "support": 114967}, {"bin_2": "0", "support": 185033}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed6d185ff82b3fe6bf9847e746c93506b9b883ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_99d00be8a6deae4b +-- problem_id: v2p_c14_bd8df6cbe5487a71 +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_2", + COUNT(*) AS support +FROM "c14" +GROUP BY "bin_2" +ORDER BY support ASC, "bin_2" +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4f2b862f009729d3c398e10384634ba4daaede9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"bin_2\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"bin_2\"\nORDER BY support ASC, \"bin_2\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"bin_2\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nORDER BY support ASC, \\\"bin_2\\\"\\nLIMIT 10;\", \"columns\": [\"bin_2\", \"support\"], \"rows\": [{\"bin_2\": \"1\", \"support\": 114967}, {\"bin_2\": \"0\", \"support\": 185033}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 193.49}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f6c9e2aa493c6de389d9ae575f0b54fd3a8e93f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:25:07.205539+00:00", + "ended_at": "2026-05-04T07:25:18.767653+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_99d00be8a6deae4b", + "problem_id": "v2p_c14_bd8df6cbe5487a71", + "dataset_id": "c14", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=bin_2.", + "bindings": { + "group_col": "bin_2", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_99d00be8a6deae4b.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_99d00be8a6deae4b", + "api_calls": 0, + "input_tokens": 23850, + "cached_input_tokens": 23424, + "output_tokens": 123, + "total_tokens": 23973, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3761, + "estimated_output_tokens": 100, + "estimated_total_tokens": 3861, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11274.18, + "sql_execution_elapsed_ms_total": 193.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_99d00be8a6deae4b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3dfe105edafd8c6581b68a842a064775387e5ca5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_99d00be8a6deae4b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:25:18.564041+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11274.18, "started_at": "2026-05-04T07:25:07.268154+00:00", "ended_at": "2026-05-04T07:25:18.542499+00:00", "prompt_metrics": {"chars": 11677, "bytes_utf8": 11677, "lines": 394, "estimated_tokens": 3761}, "response_metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 23850, "cached_input_tokens": 23424, "output_tokens": 123}, "stderr_preview": "2026-05-04T07:25:07.476905Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:25:09.967623Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_2, measure_col=ord_0.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "nom_2", + "measure_col": "ord_0", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cb02de5709fbe83/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cb02de5709fbe83/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec12c37f72d482b2a85de7e73d563632326e46dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cb02de5709fbe83/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e5-afa0-70f2-bce1-450fcc11653e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_2\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_2\\\"\\n ORDER BY CAST(\\\"ord_0\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_2\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_2\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"nom_2\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\n)\\nSELECT\\n \\\"nom_2\\\",\\n MAX(\\\"percentile_measure\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nGROUP BY \\\"nom_2\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 95th percentile approximation on CAST(\\\"ord_0\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23881,"cached_input_tokens":19840,"output_tokens":693}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cb02de5709fbe83/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cb02de5709fbe83/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..216d5cc93e474ce7e04609a8736acac010d66877 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cb02de5709fbe83/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_2\",\n CAST(\"ord_0\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_2\"\n ORDER BY CAST(\"ord_0\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_2\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_2\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"nom_2\",\n \"measure_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\n)\nSELECT\n \"nom_2\",\n MAX(\"percentile_measure\") AS \"percentile_measure\"\nFROM \"percentile_points\"\nGROUP BY \"nom_2\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 95th percentile approximation on CAST(\"ord_0\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cb02de5709fbe83/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cb02de5709fbe83/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d55f7f271aeae250438355858546e8f855e0d5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cb02de5709fbe83/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:30:55.082867Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:30:57.434656Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:31:15.136868Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cb02de5709fbe83/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cb02de5709fbe83/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d84016919f7473f873d3e831c44470f07392511f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cb02de5709fbe83/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_2, measure_col=ord_0. +Result preview: [{"nom_2": "Snake", "percentile_measure": 3.0}, {"nom_2": "Lion", "percentile_measure": 3.0}, {"nom_2": "Hamster", "percentile_measure": 3.0}, {"nom_2": "Dog", "percentile_measure": 3.0}, {"nom_2": "Cat", "percentile_measure": 3.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cb02de5709fbe83/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cb02de5709fbe83/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f8a72d51ac7dffaf1a0bf3bc1886dfdca702ee7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cb02de5709fbe83/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_9cb02de5709fbe83 +-- problem_id: v2p_c14_a0df965ee9f01f46 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_2", + CAST("ord_0" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "nom_2" + ORDER BY CAST("ord_0" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_2" + ) AS "cnt" + FROM "c14" + WHERE "nom_2" IS NOT NULL + AND "ord_0" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "nom_2", + "measure_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST(((95 * "cnt") + 99) / 100 AS INTEGER) +) +SELECT + "nom_2", + MAX("percentile_measure") AS "percentile_measure" +FROM "percentile_points" +GROUP BY "nom_2" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cb02de5709fbe83/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cb02de5709fbe83/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..26c9c9475b3b1f2fe806528296cea79349672567 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cb02de5709fbe83/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_2\",\n CAST(\"ord_0\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_2\"\n ORDER BY CAST(\"ord_0\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_2\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_2\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"nom_2\",\n \"measure_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\n)\nSELECT\n \"nom_2\",\n MAX(\"percentile_measure\") AS \"percentile_measure\"\nFROM \"percentile_points\"\nGROUP BY \"nom_2\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_2\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_2\\\"\\n ORDER BY CAST(\\\"ord_0\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_2\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_2\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"nom_2\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\n)\\nSELECT\\n \\\"nom_2\\\",\\n MAX(\\\"percentile_measure\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nGROUP BY \\\"nom_2\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"nom_2\", \"percentile_measure\"], \"rows\": [{\"nom_2\": \"Snake\", \"percentile_measure\": 3.0}, {\"nom_2\": \"Lion\", \"percentile_measure\": 3.0}, {\"nom_2\": \"Hamster\", \"percentile_measure\": 3.0}, {\"nom_2\": \"Dog\", \"percentile_measure\": 3.0}, {\"nom_2\": \"Cat\", \"percentile_measure\": 3.0}, {\"nom_2\": \"Axolotl\", \"percentile_measure\": 3.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1431.43}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cb02de5709fbe83/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cb02de5709fbe83/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c8db81d69b203e042164516d7eab518bbdaab288 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cb02de5709fbe83/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:30:54.798152+00:00", + "ended_at": "2026-05-04T07:31:17.447849+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_9cb02de5709fbe83", + "problem_id": "v2p_c14_a0df965ee9f01f46", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_2, measure_col=ord_0.", + "bindings": { + "group_col": "nom_2", + "measure_col": "ord_0", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=133" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_9cb02de5709fbe83.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_9cb02de5709fbe83", + "api_calls": 0, + "input_tokens": 23881, + "cached_input_tokens": 19840, + "output_tokens": 693, + "total_tokens": 24574, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3790, + "estimated_output_tokens": 286, + "estimated_total_tokens": 4076, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21135.09, + "sql_execution_elapsed_ms_total": 1431.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_9cb02de5709fbe83\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cb02de5709fbe83/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cb02de5709fbe83/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d7e3ffb4f927e97cf11af0c0e12412886d68091f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cb02de5709fbe83/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:31:16.008104+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21135.09, "started_at": "2026-05-04T07:30:54.853047+00:00", "ended_at": "2026-05-04T07:31:15.988116+00:00", "prompt_metrics": {"chars": 11864, "bytes_utf8": 11864, "lines": 396, "estimated_tokens": 3790}, "response_metrics": {"chars": 916, "bytes_utf8": 916, "lines": 1, "estimated_tokens": 286}, "usage": {"input_tokens": 23881, "cached_input_tokens": 19840, "output_tokens": 693}, "stderr_preview": "2026-05-04T07:30:55.082867Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:30:57.434656Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=bin_1.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "bin_1", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cc306cbc421d321/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cc306cbc421d321/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..47248a0afc7bc032aa0d7810c0d2333d22568171 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cc306cbc421d321/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e0-2fd8-7a90-8bed-aeb0728aa6fe"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"bin_1\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nORDER BY support ASC, \\\"bin_1\\\"\\nLIMIT 19;\",\"notes\":\"Applied the planned Low-Support Group Count template with group_col bound to \\\"bin_1\\\" and top_k=19.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23849,"cached_input_tokens":22912,"output_tokens":145}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cc306cbc421d321/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cc306cbc421d321/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..82253b51dd98feb97c3a3111840657a1083d6994 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cc306cbc421d321/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"bin_1\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"bin_1\"\nORDER BY support ASC, \"bin_1\"\nLIMIT 19;","notes":"Applied the planned Low-Support Group Count template with group_col bound to \"bin_1\" and top_k=19."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cc306cbc421d321/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cc306cbc421d321/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d736573db22e91403ae08c5a91d3161a1dcac737 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cc306cbc421d321/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:24:54.715437Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:24:57.269864Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:25:06.266366Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cc306cbc421d321/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cc306cbc421d321/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e436a8057ba85de655c9da64f386ad1e2188421 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cc306cbc421d321/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=bin_1. +Result preview: [{"bin_1": "1", "support": 76982}, {"bin_1": "0", "support": 223018}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cc306cbc421d321/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cc306cbc421d321/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1edae16b4d882cff9acf3e866efe2bd9fe3920ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cc306cbc421d321/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_9cc306cbc421d321 +-- problem_id: v2p_c14_ce555ee33c9437f4 +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_1", + COUNT(*) AS support +FROM "c14" +GROUP BY "bin_1" +ORDER BY support ASC, "bin_1" +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cc306cbc421d321/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cc306cbc421d321/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eaf6548113210b170ca3748fda48ae6b3e76c44b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cc306cbc421d321/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"bin_1\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"bin_1\"\nORDER BY support ASC, \"bin_1\"\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"bin_1\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nORDER BY support ASC, \\\"bin_1\\\"\\nLIMIT 19;\", \"columns\": [\"bin_1\", \"support\"], \"rows\": [{\"bin_1\": \"1\", \"support\": 76982}, {\"bin_1\": \"0\", \"support\": 223018}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 198.61}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cc306cbc421d321/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cc306cbc421d321/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2713fe8fb5af979d182bc50d12780cbb42e6ccda --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cc306cbc421d321/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:24:54.367840+00:00", + "ended_at": "2026-05-04T07:25:07.201663+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_9cc306cbc421d321", + "problem_id": "v2p_c14_ce555ee33c9437f4", + "dataset_id": "c14", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=bin_1.", + "bindings": { + "group_col": "bin_1", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=109" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_9cc306cbc421d321.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_9cc306cbc421d321", + "api_calls": 0, + "input_tokens": 23849, + "cached_input_tokens": 22912, + "output_tokens": 145, + "total_tokens": 23994, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3760, + "estimated_output_tokens": 89, + "estimated_total_tokens": 3849, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12542.33, + "sql_execution_elapsed_ms_total": 198.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_9cc306cbc421d321\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cc306cbc421d321/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cc306cbc421d321/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b811c3a16ca113ed804ad53ea19019b62d7c3bbc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9cc306cbc421d321/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:25:06.989897+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12542.33, "started_at": "2026-05-04T07:24:54.425425+00:00", "ended_at": "2026-05-04T07:25:06.967773+00:00", "prompt_metrics": {"chars": 11679, "bytes_utf8": 11679, "lines": 394, "estimated_tokens": 3760}, "response_metrics": {"chars": 299, "bytes_utf8": 299, "lines": 1, "estimated_tokens": 89}, "usage": {"input_tokens": 23849, "cached_input_tokens": 22912, "output_tokens": 145}, "stderr_preview": "2026-05-04T07:24:54.715437Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:24:57.269864Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=ord_3, condition_col=bin_1.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ord_3", + "condition_col": "bin_1", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9fd802d2aae3c61f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9fd802d2aae3c61f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2f0513d56ea19e61e0590c7dcf97e3500ba5c60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9fd802d2aae3c61f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c8-b7c8-7e72-b35e-a29717760dd4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_3\\\",\\n AVG(CASE WHEN \\\"bin_1\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"ord_3\\\" and condition_col=\\\"bin_1\\\", setting condition_value to '1' as bound in the problem instance.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23905,"cached_input_tokens":2432,"output_tokens":125}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9fd802d2aae3c61f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9fd802d2aae3c61f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac590420d9c3c32bdb2300f0a8e76518da5f3958 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9fd802d2aae3c61f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_3\",\n AVG(CASE WHEN \"bin_1\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_3\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"ord_3\" and condition_col=\"bin_1\", setting condition_value to '1' as bound in the problem instance."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9fd802d2aae3c61f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9fd802d2aae3c61f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0e2e2b1b1db8b38ef0965d2c16b0fd8b6787c1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9fd802d2aae3c61f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:59:16.672188Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:59:19.075898Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:59:26.511798Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9fd802d2aae3c61f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9fd802d2aae3c61f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..936b6f2b3e2cacc3295f01ad6602e5299132da5c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9fd802d2aae3c61f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=ord_3, condition_col=bin_1. +Result preview: [{"ord_3": "a", "condition_rate": 0.26153758929583854}, {"ord_3": "i", "condition_rate": 0.2607672561323445}, {"ord_3": "b", "condition_rate": 0.2596508895602551}, {"ord_3": "f", "condition_rate": 0.25915832737669764}, {"ord_3": "o", "condition_rate": 0.2582155477031802}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9fd802d2aae3c61f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9fd802d2aae3c61f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..90d21b78eb7bcaefb9c7120fa5707be4b9b9849c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9fd802d2aae3c61f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_9fd802d2aae3c61f +-- problem_id: v2p_c14_ea77bc2bc362e8c2 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", + AVG(CASE WHEN "bin_1" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_3" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9fd802d2aae3c61f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9fd802d2aae3c61f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..afbed9a41e7295c9ad16cee4e2bae34b04ba4060 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9fd802d2aae3c61f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_3\",\n AVG(CASE WHEN \"bin_1\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_3\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_3\\\",\\n AVG(CASE WHEN \\\"bin_1\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"ord_3\", \"condition_rate\"], \"rows\": [{\"ord_3\": \"a\", \"condition_rate\": 0.26153758929583854}, {\"ord_3\": \"i\", \"condition_rate\": 0.2607672561323445}, {\"ord_3\": \"b\", \"condition_rate\": 0.2596508895602551}, {\"ord_3\": \"f\", \"condition_rate\": 0.25915832737669764}, {\"ord_3\": \"o\", \"condition_rate\": 0.2582155477031802}, {\"ord_3\": \"n\", \"condition_rate\": 0.2571001494768311}, {\"ord_3\": \"d\", \"condition_rate\": 0.2569585020242915}, {\"ord_3\": \"g\", \"condition_rate\": 0.25677791512154924}, {\"ord_3\": \"j\", \"condition_rate\": 0.2567046699395464}, {\"ord_3\": \"h\", \"condition_rate\": 0.2565481002425222}, {\"ord_3\": \"k\", \"condition_rate\": 0.2555994269541214}, {\"ord_3\": \"c\", \"condition_rate\": 0.254176267281106}, {\"ord_3\": \"l\", \"condition_rate\": 0.25127339165097995}, {\"ord_3\": \"e\", \"condition_rate\": 0.24851155595143218}, {\"ord_3\": \"m\", \"condition_rate\": 0.24695121951219512}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 286.56}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9fd802d2aae3c61f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9fd802d2aae3c61f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..337de592c2c8b66ef1a81e2084a85c248a08e385 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9fd802d2aae3c61f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:59:16.366767+00:00", + "ended_at": "2026-05-04T06:59:29.353968+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_9fd802d2aae3c61f", + "problem_id": "v2p_c14_ea77bc2bc362e8c2", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=ord_3, condition_col=bin_1.", + "bindings": { + "group_col": "ord_3", + "condition_col": "bin_1", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_9fd802d2aae3c61f.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_9fd802d2aae3c61f", + "api_calls": 0, + "input_tokens": 23905, + "cached_input_tokens": 2432, + "output_tokens": 125, + "total_tokens": 24030, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3814, + "estimated_output_tokens": 109, + "estimated_total_tokens": 3923, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12612.26, + "sql_execution_elapsed_ms_total": 286.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_9fd802d2aae3c61f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9fd802d2aae3c61f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9fd802d2aae3c61f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da57c62609d8954d6e5553776e2901c831526ec5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_9fd802d2aae3c61f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:59:29.057772+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12612.26, "started_at": "2026-05-04T06:59:16.428786+00:00", "ended_at": "2026-05-04T06:59:29.039446+00:00", "prompt_metrics": {"chars": 11925, "bytes_utf8": 11925, "lines": 399, "estimated_tokens": 3814}, "response_metrics": {"chars": 391, "bytes_utf8": 391, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 23905, "cached_input_tokens": 2432, "output_tokens": 125}, "stderr_preview": "2026-05-04T06:59:16.672188Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:59:19.075898Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_3, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "nom_3", + "target_col": "target", + "target_value": "0", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e77108b416990bfe0dc4df03b1de48fe42de208e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1db-e80e-7db3-a5cf-8fba5fee9712"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_3\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=\\\"nom_3\\\", target_col=\\\"target\\\", target_value='0', min_support=5, top_k=13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":19840,"output_tokens":153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d31d758403217267398346d044c359f0b5417559 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_3\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_3\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;","notes":"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=\"nom_3\", target_col=\"target\", target_value='0', min_support=5, top_k=13."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8571cc3192b6105d1ae831a01aecbc3562ad2a68 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:20:14.145503Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:20:16.810521Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:20:25.542113Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..10b2580d27b439af80ec1974c6c5ebc619cd7692 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_3, target_col=target. +Result preview: [{"nom_3": "Finland", "support": 36942, "focus_rate": 0.7571869416923827}, {"nom_3": "Russia", "support": 101123, "focus_rate": 0.7100461813830682}, {"nom_3": "China", "support": 46044, "focus_rate": 0.6882764312396837}, {"nom_3": "Costa Rica", "support": 35988, "focus_rate": 0.6853117705901968}, {"nom_3": "Canada", "support": 49951, "focus_rate": 0.6602070028628055}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3cc0328b9abce71b015fae24ef3205f7c8971a35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_a02bd22fd3ee4267 +-- problem_id: v2p_c14_12c0223b7cf2276c +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_3", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_3" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..009d36642fe632ed5e49274e354b5ce4665142bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_3\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_3\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_3\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\", \"columns\": [\"nom_3\", \"support\", \"focus_rate\"], \"rows\": [{\"nom_3\": \"Finland\", \"support\": 36942, \"focus_rate\": 0.7571869416923827}, {\"nom_3\": \"Russia\", \"support\": 101123, \"focus_rate\": 0.7100461813830682}, {\"nom_3\": \"China\", \"support\": 46044, \"focus_rate\": 0.6882764312396837}, {\"nom_3\": \"Costa Rica\", \"support\": 35988, \"focus_rate\": 0.6853117705901968}, {\"nom_3\": \"Canada\", \"support\": 49951, \"focus_rate\": 0.6602070028628055}, {\"nom_3\": \"India\", \"support\": 29952, \"focus_rate\": 0.6386885683760684}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 272.79}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..caadc5abcef258b72bc7b5b171dc86e4758f15df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:20:13.881632+00:00", + "ended_at": "2026-05-04T07:20:26.543728+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_a02bd22fd3ee4267", + "problem_id": "v2p_c14_12c0223b7cf2276c", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_3, target_col=target.", + "bindings": { + "group_col": "nom_3", + "target_col": "target", + "target_value": "0", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_a02bd22fd3ee4267.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_a02bd22fd3ee4267", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 19840, + "output_tokens": 153, + "total_tokens": 24105, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 137, + "estimated_total_tokens": 4000, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12304.56, + "sql_execution_elapsed_ms_total": 272.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_a02bd22fd3ee4267\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..263aa6cf7d6ec30f5919a8711f0a7d30411d513c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:20:26.263329+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12304.56, "started_at": "2026-05-04T07:20:13.939811+00:00", "ended_at": "2026-05-04T07:20:26.244275+00:00", "prompt_metrics": {"chars": 12021, "bytes_utf8": 12021, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 23952, "cached_input_tokens": 19840, "output_tokens": 153}, "stderr_preview": "2026-05-04T07:20:14.145503Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:20:16.810521Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=\\\"nom_3\\\", target_col=\\\"target\\\", target_value='0', min_support=5, top_k=13.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8b4e8ed1b3a6fe4e00365abebccbdb5d7cbf1ffe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a02bd22fd3ee4267/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_a02bd22fd3ee4267", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 19840, + "output_tokens": 153, + "total_tokens": 24105, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 137, + "estimated_total_tokens": 4000, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12304.56, + "sql_execution_elapsed_ms_total": 272.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_a02bd22fd3ee4267\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c1c598ba9fdee634bef9fb26844768b8ab07dfe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11800, "bytes_utf8": 11800, "lines": 396, "estimated_tokens": 3776}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 358, "bytes_utf8": 358, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 23865, "cached_input_tokens": 22912, "output_tokens": 110}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4be0e7f269022acfcd186171df6c23468588c83d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_a0e6cf4581f6dfb3", + "api_calls": 0, + "input_tokens": 23865, + "cached_input_tokens": 22912, + "output_tokens": 110, + "total_tokens": 23975, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3776, + "estimated_output_tokens": 94, + "estimated_total_tokens": 3870, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13425.09, + "sql_execution_elapsed_ms_total": 314.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_a0e6cf4581f6dfb3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..37d4e69a1b1393efac779d7afe9f9608639def5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:13:42.134615+00:00", + "ended_at": "2026-05-04T07:13:55.558360+00:00", + "elapsed_ms": 13425.09, + "prompt_metrics": { + "chars": 11800, + "bytes_utf8": 11800, + "lines": 396, + "estimated_tokens": 3776 + }, + "stdout_metrics": { + "chars": 683, + "bytes_utf8": 683, + "lines": 4, + "estimated_tokens": 201 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13179 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 358, + "bytes_utf8": 358, + "lines": 1, + "estimated_tokens": 94 + }, + "usage": { + "input_tokens": 23865, + "cached_input_tokens": 22912, + "output_tokens": 110 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ca9056967177d5be29df0886a982175d8741c52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=nom_1.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "nom_1", + "entity_col": "ord_4", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..49026bf36eaea1b7d51eb93d7588095611ffa6a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d5-ed7c-75a0-873e-f4d71fd599a2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"nom_1\\\", COUNT(DISTINCT \\\"ord_4\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\",\"notes\":\"Used the provided template with bound roles group_col=\\\"nom_1\\\" and entity_col=\\\"ord_4\\\", keeping the query SQLite-compatible and single-table.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23865,"cached_input_tokens":22912,"output_tokens":110}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0041125d1fcc81ea761a1eb879c5115d7109357 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"nom_1\", COUNT(DISTINCT \"ord_4\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY distinct_entities DESC\nLIMIT 13;","notes":"Used the provided template with bound roles group_col=\"nom_1\" and entity_col=\"ord_4\", keeping the query SQLite-compatible and single-table."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44141d6f0658b8fc2caa2a99c4a9e85d5f99a4fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:13:42.370669Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:13:45.120200Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:13:54.303133Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a77c3e2c03b55844135e74c9e119c3452381767 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=nom_1. +Result preview: [{"nom_1": "Triangle", "distinct_entities": 26}, {"nom_1": "Trapezoid", "distinct_entities": 26}, {"nom_1": "Star", "distinct_entities": 26}, {"nom_1": "Square", "distinct_entities": 26}, {"nom_1": "Polygon", "distinct_entities": 26}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..14a69686be0d6194ab97ad7eced0c3fd2f87f8b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c14_a0e6cf4581f6dfb3 +-- problem_id: v2p_c14_0e2fbbcea1990ab0 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", COUNT(DISTINCT "ord_4") AS distinct_entities +FROM "c14" +GROUP BY "nom_1" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f516095b666e64e88bf1d1d80564df8f11bc59b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"nom_1\", COUNT(DISTINCT \"ord_4\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY distinct_entities DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"nom_1\\\", COUNT(DISTINCT \\\"ord_4\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\", \"columns\": [\"nom_1\", \"distinct_entities\"], \"rows\": [{\"nom_1\": \"Triangle\", \"distinct_entities\": 26}, {\"nom_1\": \"Trapezoid\", \"distinct_entities\": 26}, {\"nom_1\": \"Star\", \"distinct_entities\": 26}, {\"nom_1\": \"Square\", \"distinct_entities\": 26}, {\"nom_1\": \"Polygon\", \"distinct_entities\": 26}, {\"nom_1\": \"Circle\", \"distinct_entities\": 26}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 314.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f73941064a6ad1e0041273a0582bcdd0cb3e972f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:13:42.076969+00:00", + "ended_at": "2026-05-04T07:13:55.908399+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_a0e6cf4581f6dfb3", + "problem_id": "v2p_c14_0e2fbbcea1990ab0", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=nom_1.", + "bindings": { + "group_col": "nom_1", + "entity_col": "ord_4", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_a0e6cf4581f6dfb3.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_a0e6cf4581f6dfb3", + "api_calls": 0, + "input_tokens": 23865, + "cached_input_tokens": 22912, + "output_tokens": 110, + "total_tokens": 23975, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3776, + "estimated_output_tokens": 94, + "estimated_total_tokens": 3870, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13425.09, + "sql_execution_elapsed_ms_total": 314.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_a0e6cf4581f6dfb3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..719c6bb1b0ca28a8fce0ce2e32a3e9d0b71c79c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a0e6cf4581f6dfb3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:13:55.578653+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13425.09, "started_at": "2026-05-04T07:13:42.134615+00:00", "ended_at": "2026-05-04T07:13:55.558360+00:00", "prompt_metrics": {"chars": 11800, "bytes_utf8": 11800, "lines": 396, "estimated_tokens": 3776}, "response_metrics": {"chars": 358, "bytes_utf8": 358, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 23865, "cached_input_tokens": 22912, "output_tokens": 110}, "stderr_preview": "2026-05-04T07:13:42.370669Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:13:45.120200Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ord_0, condition_col=day.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ord_0", + "condition_col": "day", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a207bca8e74ffbc2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a207bca8e74ffbc2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..61d6c80194f76dda72482539aa261b8360966232 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a207bca8e74ffbc2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c7-7618-7322-ac46-54558e876ce5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_0\\\",\\n AVG(CASE WHEN \\\"day\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"ord_0\\\", condition_col=\\\"day\\\", and condition_value='1'. All identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23902,"cached_input_tokens":19840,"output_tokens":127}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a207bca8e74ffbc2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a207bca8e74ffbc2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfd656a404f8a81ff3574c6fffa02090e8c8893e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a207bca8e74ffbc2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_0\",\n AVG(CASE WHEN \"day\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_0\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"ord_0\", condition_col=\"day\", and condition_value='1'. All identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a207bca8e74ffbc2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a207bca8e74ffbc2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4595e1be1f5883be9b686b6b36b5833f5499b5b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a207bca8e74ffbc2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:57:54.283145Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:57:56.786283Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:58:03.952188Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a207bca8e74ffbc2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a207bca8e74ffbc2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..35db36edac1ffc41530098f3328c2161be0d4b1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a207bca8e74ffbc2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ord_0, condition_col=day. +Result preview: [{"ord_0": "3", "condition_rate": 0.2273220374005579}, {"ord_0": "2", "condition_rate": 0.22574430295914988}, {"ord_0": "1", "condition_rate": 0.22245773585293}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a207bca8e74ffbc2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a207bca8e74ffbc2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed21f45831415e7f87fb43606566c1dc0db58773 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a207bca8e74ffbc2/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_a207bca8e74ffbc2 +-- problem_id: v2p_c14_807028350eddff91 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_0", + AVG(CASE WHEN "day" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_0" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a207bca8e74ffbc2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a207bca8e74ffbc2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6644c259f512b8221b0b8ec964dbbe026b391446 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a207bca8e74ffbc2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_0\",\n AVG(CASE WHEN \"day\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_0\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_0\\\",\\n AVG(CASE WHEN \\\"day\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"ord_0\", \"condition_rate\"], \"rows\": [{\"ord_0\": \"3\", \"condition_rate\": 0.2273220374005579}, {\"ord_0\": \"2\", \"condition_rate\": 0.22574430295914988}, {\"ord_0\": \"1\", \"condition_rate\": 0.22245773585293}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 279.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a207bca8e74ffbc2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a207bca8e74ffbc2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..41a6bf5a0e06dcdc8401575b678d61057319e039 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a207bca8e74ffbc2/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:57:53.944847+00:00", + "ended_at": "2026-05-04T06:58:04.821050+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_a207bca8e74ffbc2", + "problem_id": "v2p_c14_807028350eddff91", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ord_0, condition_col=day.", + "bindings": { + "group_col": "ord_0", + "condition_col": "day", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_a207bca8e74ffbc2.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_a207bca8e74ffbc2", + "api_calls": 0, + "input_tokens": 23902, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 24029, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3811, + "estimated_output_tokens": 109, + "estimated_total_tokens": 3920, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10510.99, + "sql_execution_elapsed_ms_total": 279.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_a207bca8e74ffbc2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a207bca8e74ffbc2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a207bca8e74ffbc2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bed80005790aa20d57b379d435f5e8ea3db6b042 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a207bca8e74ffbc2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:58:04.530832+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10510.99, "started_at": "2026-05-04T06:57:54.001513+00:00", "ended_at": "2026-05-04T06:58:04.512341+00:00", "prompt_metrics": {"chars": 11933, "bytes_utf8": 11933, "lines": 399, "estimated_tokens": 3811}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 23902, "cached_input_tokens": 19840, "output_tokens": 127}, "stderr_preview": "2026-05-04T06:57:54.283145Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:57:56.786283Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_1, measure_col=month.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "bin_1", + "measure_col": "month", + "entity_col": "nom_7", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a31e3c67d9d9b357/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a31e3c67d9d9b357/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b58ed7355416b46b43792ce167b9c4b17cf27c2b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a31e3c67d9d9b357/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d9-7d52-7773-aa54-7c5844fbfe9f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_1\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"month\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_7\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the required Grouped Summary Top-k template with bound roles group_col=bin_1, measure_col=month, entity_col=nom_7, and top_k=16. Cast \\\"month\\\" to REAL for a SQLite-compatible numeric average because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":22912,"output_tokens":158}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a31e3c67d9d9b357/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a31e3c67d9d9b357/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9106d34910c9e445410b63925ef7f8c39aee324 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a31e3c67d9d9b357/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_1\",\n COUNT(*) AS support,\n AVG(CAST(\"month\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_7\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_1\"\nORDER BY support DESC\nLIMIT 16;","notes":"Used the required Grouped Summary Top-k template with bound roles group_col=bin_1, measure_col=month, entity_col=nom_7, and top_k=16. Cast \"month\" to REAL for a SQLite-compatible numeric average because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a31e3c67d9d9b357/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a31e3c67d9d9b357/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a17cf0d4ebe9456baaf77848b7b81fb0be86fa91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a31e3c67d9d9b357/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:17:35.785788Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:17:38.083962Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:17:47.076728Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a31e3c67d9d9b357/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a31e3c67d9d9b357/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..57a8c6371c10de689c47bd64e470a9817c477e0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a31e3c67d9d9b357/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_1, measure_col=month. +Result preview: [{"bin_1": "0", "support": 223018, "avg_measure": 5.7740810158821265, "distinct_entities": 1220}, {"bin_1": "1", "support": 76982, "avg_measure": 5.762515912810787, "distinct_entities": 1215}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a31e3c67d9d9b357/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a31e3c67d9d9b357/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..23ed51cc31b37d117329bd2b76cbb2b3d2aded52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a31e3c67d9d9b357/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_a31e3c67d9d9b357 +-- problem_id: v2p_c14_245e096e0e65ceab +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", + COUNT(*) AS support, + AVG(CAST("month" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_7") AS distinct_entities +FROM "c14" +GROUP BY "bin_1" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a31e3c67d9d9b357/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a31e3c67d9d9b357/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..152e53fc6a55c668bf6819edc513a2ca5ebfd349 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a31e3c67d9d9b357/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_1\",\n COUNT(*) AS support,\n AVG(CAST(\"month\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_7\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_1\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_1\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"month\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_7\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nORDER BY support DESC\\nLIMIT 16;\", \"columns\": [\"bin_1\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"bin_1\": \"0\", \"support\": 223018, \"avg_measure\": 5.7740810158821265, \"distinct_entities\": 1220}, {\"bin_1\": \"1\", \"support\": 76982, \"avg_measure\": 5.762515912810787, \"distinct_entities\": 1215}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 458.64}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a31e3c67d9d9b357/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a31e3c67d9d9b357/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..db70de2f5c95abb539b5dbcfff047d5726de16da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a31e3c67d9d9b357/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:17:35.406996+00:00", + "ended_at": "2026-05-04T07:17:48.253584+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_a31e3c67d9d9b357", + "problem_id": "v2p_c14_245e096e0e65ceab", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_1, measure_col=month.", + "bindings": { + "group_col": "bin_1", + "measure_col": "month", + "entity_col": "nom_7", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_a31e3c67d9d9b357.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_a31e3c67d9d9b357", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 158, + "total_tokens": 24072, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 142, + "estimated_total_tokens": 3967, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12201.69, + "sql_execution_elapsed_ms_total": 458.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_a31e3c67d9d9b357\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a31e3c67d9d9b357/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a31e3c67d9d9b357/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..529e168793beda984be1daf9891ccf2e09ae947b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a31e3c67d9d9b357/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:17:47.771199+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12201.69, "started_at": "2026-05-04T07:17:35.535585+00:00", "ended_at": "2026-05-04T07:17:47.737042+00:00", "prompt_metrics": {"chars": 11971, "bytes_utf8": 11971, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 528, "bytes_utf8": 528, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 158}, "stderr_preview": "2026-05-04T07:17:35.785788Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:17:38.083962Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_0, group_col_2=day, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_0", + "group_col_2": "day", + "target_col": "target", + "target_value": "0", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a3b0bf594775256a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a3b0bf594775256a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1597246fe0d6f725480bc55ce4dae146597d168 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a3b0bf594775256a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c2-db58-73a2-b029-e329a2ef148e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_0\\\", \\\"day\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\", \\\"day\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=bin_0, group_col_2=day, target_col=target, target_value='0'. All identifiers are double-quoted and the SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23940,"cached_input_tokens":23424,"output_tokens":148}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a3b0bf594775256a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a3b0bf594775256a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f40b13375dcfc4119231f218329bf54d5441d924 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a3b0bf594775256a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_0\", \"day\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_0\", \"day\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=bin_0, group_col_2=day, target_col=target, target_value='0'. All identifiers are double-quoted and the SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a3b0bf594775256a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a3b0bf594775256a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5627074d6486f1cb20c8da5e4a642e6e4f7a5e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a3b0bf594775256a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:52:52.484012Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:52:54.835152Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:53:02.116652Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a3b0bf594775256a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a3b0bf594775256a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bc02c44b94c5d31ff78be859d6aa7a51bcfeae5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a3b0bf594775256a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_0, group_col_2=day, target_col=target. +Result preview: [{"bin_0": "0", "day": "4", "target_rate": 0.7488515850961266}, {"bin_0": "1", "day": "4", "target_rate": 0.7410990712074303}, {"bin_0": "0", "day": "5", "target_rate": 0.7277513805059715}, {"bin_0": "1", "day": "5", "target_rate": 0.7207410754631721}, {"bin_0": "0", "day": "3", "target_rate": 0.7200713370502476}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a3b0bf594775256a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a3b0bf594775256a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e3dec686ccc50e1e417a02c4e1cf5c54df97659b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a3b0bf594775256a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_a3b0bf594775256a +-- problem_id: v2p_c14_a308c79c408f5b38 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "day", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_0", "day" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a3b0bf594775256a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a3b0bf594775256a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65738dae8c914c207d8f028857687a657f445f19 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a3b0bf594775256a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_0\", \"day\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_0\", \"day\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_0\\\", \\\"day\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\", \\\"day\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bin_0\", \"day\", \"target_rate\"], \"rows\": [{\"bin_0\": \"0\", \"day\": \"4\", \"target_rate\": 0.7488515850961266}, {\"bin_0\": \"1\", \"day\": \"4\", \"target_rate\": 0.7410990712074303}, {\"bin_0\": \"0\", \"day\": \"5\", \"target_rate\": 0.7277513805059715}, {\"bin_0\": \"1\", \"day\": \"5\", \"target_rate\": 0.7207410754631721}, {\"bin_0\": \"0\", \"day\": \"3\", \"target_rate\": 0.7200713370502476}, {\"bin_0\": \"1\", \"day\": \"3\", \"target_rate\": 0.709868650470766}, {\"bin_0\": \"0\", \"day\": \"6\", \"target_rate\": 0.6879699248120301}, {\"bin_0\": \"1\", \"day\": \"2\", \"target_rate\": 0.6805260924904539}, {\"bin_0\": \"0\", \"day\": \"2\", \"target_rate\": 0.6775779431935519}, {\"bin_0\": \"1\", \"day\": \"1\", \"target_rate\": 0.664017083877091}, {\"bin_0\": \"0\", \"day\": \"1\", \"target_rate\": 0.6638678361577109}, {\"bin_0\": \"1\", \"day\": \"7\", \"target_rate\": 0.6615456238361266}, {\"bin_0\": \"0\", \"day\": \"7\", \"target_rate\": 0.65943314206225}, {\"bin_0\": \"1\", \"day\": \"6\", \"target_rate\": 0.5526315789473685}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 437.06}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a3b0bf594775256a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a3b0bf594775256a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..220a544af02bcbacb7607d6a431fba9498aadf6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a3b0bf594775256a/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:52:52.232973+00:00", + "ended_at": "2026-05-04T06:53:03.397427+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_a3b0bf594775256a", + "problem_id": "v2p_c14_a308c79c408f5b38", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_0, group_col_2=day, target_col=target.", + "bindings": { + "group_col": "bin_0", + "group_col_2": "day", + "target_col": "target", + "target_value": "0", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_a3b0bf594775256a.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_a3b0bf594775256a", + "api_calls": 0, + "input_tokens": 23940, + "cached_input_tokens": 23424, + "output_tokens": 148, + "total_tokens": 24088, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3849, + "estimated_output_tokens": 131, + "estimated_total_tokens": 3980, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10641.5, + "sql_execution_elapsed_ms_total": 437.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_a3b0bf594775256a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a3b0bf594775256a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a3b0bf594775256a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d9c8e21efca0021c38d0b25fbeb3b76a76a83bd3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a3b0bf594775256a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:53:02.951991+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10641.5, "started_at": "2026-05-04T06:52:52.291746+00:00", "ended_at": "2026-05-04T06:53:02.933813+00:00", "prompt_metrics": {"chars": 11982, "bytes_utf8": 11982, "lines": 399, "estimated_tokens": 3849}, "response_metrics": {"chars": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 23940, "cached_input_tokens": 23424, "output_tokens": 148}, "stderr_preview": "2026-05-04T06:52:52.484012Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:52:54.835152Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_1, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "ord_1", + "target_col": "target", + "target_value": "1", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0938d464a0779624f338d770e3b5502f2354e030 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dd-e047-72b1-bb94-619cdcc5c781"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"ord_1\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Uses the planned Tail Target-Rate Extremes template with group_col=\\\"ord_1\\\", target_col=\\\"target\\\", target_value='1', min_support=4, and top_k=16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":19840,"output_tokens":151}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..325aa6d7190fc6255987f878c2eda3c05becd808 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"ord_1\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"ord_1\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;","notes":"Uses the planned Tail Target-Rate Extremes template with group_col=\"ord_1\", target_col=\"target\", target_value='1', min_support=4, and top_k=16."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5a00c169aed3b3ce2a99e88058a18ff7dd78cc4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:22:23.233276Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:22:25.557922Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:22:34.159230Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f940682371c2bcb63598b463a3a472195de81fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_1, target_col=target. +Result preview: [{"ord_1": "Grandmaster", "support": 77428, "focus_rate": 0.40388489951955364}, {"ord_1": "Master", "support": 28053, "focus_rate": 0.3550778882828931}, {"ord_1": "Expert", "support": 25065, "focus_rate": 0.31717534410532616}, {"ord_1": "Contributor", "support": 42871, "focus_rate": 0.2785332742413286}, {"ord_1": "Novice", "support": 126583, "focus_rate": 0.24205462028866437}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..961365956d631c54cf909607862ab63a0ecb4de9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_a503c96983a63f74 +-- problem_id: v2p_c14_56526905aa0bcea2 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_1", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "ord_1" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb6723cb801875c906b52030481a03a4c77c2ef0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"ord_1\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"ord_1\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"ord_1\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\", \"columns\": [\"ord_1\", \"support\", \"focus_rate\"], \"rows\": [{\"ord_1\": \"Grandmaster\", \"support\": 77428, \"focus_rate\": 0.40388489951955364}, {\"ord_1\": \"Master\", \"support\": 28053, \"focus_rate\": 0.3550778882828931}, {\"ord_1\": \"Expert\", \"support\": 25065, \"focus_rate\": 0.31717534410532616}, {\"ord_1\": \"Contributor\", \"support\": 42871, \"focus_rate\": 0.2785332742413286}, {\"ord_1\": \"Novice\", \"support\": 126583, \"focus_rate\": 0.24205462028866437}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 291.82}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0bb3816ddce33101c31235561ba77779cfd3b521 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:22:23.000278+00:00", + "ended_at": "2026-05-04T07:22:35.225707+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_a503c96983a63f74", + "problem_id": "v2p_c14_56526905aa0bcea2", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_1, target_col=target.", + "bindings": { + "group_col": "ord_1", + "target_col": "target", + "target_value": "1", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_a503c96983a63f74.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_a503c96983a63f74", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 19840, + "output_tokens": 151, + "total_tokens": 24103, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3998, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11849.76, + "sql_execution_elapsed_ms_total": 291.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_a503c96983a63f74\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6e7b7fdc98148d6eb4e6800f1846d49e2b7ce0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:22:34.925326+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11849.76, "started_at": "2026-05-04T07:22:23.057026+00:00", "ended_at": "2026-05-04T07:22:34.902018+00:00", "prompt_metrics": {"chars": 12023, "bytes_utf8": 12023, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 23952, "cached_input_tokens": 19840, "output_tokens": 151}, "stderr_preview": "2026-05-04T07:22:23.233276Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:22:25.557922Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Uses the planned Tail Target-Rate Extremes template with group_col=\\\"ord_1\\\", target_col=\\\"target\\\", target_value='1', min_support=4, and top_k=16.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b3a7b7870fca96e301727ff7f40db85e4a68aefe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a503c96983a63f74/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_a503c96983a63f74", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 19840, + "output_tokens": 151, + "total_tokens": 24103, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3998, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11849.76, + "sql_execution_elapsed_ms_total": 291.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_a503c96983a63f74\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d94c36151a3dfc2cebc7d0897e5f7ea1d0267e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11864, "bytes_utf8": 11864, "lines": 396, "estimated_tokens": 3786}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 775, "bytes_utf8": 775, "lines": 1, "estimated_tokens": 234}, "usage": {"input_tokens": 23877, "cached_input_tokens": 22912, "output_tokens": 625}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..102d37313f379b72ac8a02221e3d3ce7309a7265 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_a5ea75ee41eead0d", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 625, + "total_tokens": 24502, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 234, + "estimated_total_tokens": 4020, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24329.67, + "sql_execution_elapsed_ms_total": 1384.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_a5ea75ee41eead0d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..25e1aef51c698b5127cf1dd124ca7cf5a6d5c26a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:32:19.960677+00:00", + "ended_at": "2026-05-04T07:32:44.293895+00:00", + "elapsed_ms": 24329.67, + "prompt_metrics": { + "chars": 11864, + "bytes_utf8": 11864, + "lines": 396, + "estimated_tokens": 3786 + }, + "stdout_metrics": { + "chars": 1181, + "bytes_utf8": 1181, + "lines": 4, + "estimated_tokens": 392 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13203 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 775, + "bytes_utf8": 775, + "lines": 1, + "estimated_tokens": 234 + }, + "usage": { + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 625 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d807a35de040f843d5236b29ac9b41b672f988e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_4, measure_col=month.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "nom_4", + "measure_col": "month", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b682cbed9545e19477445d4d1eeb543082ace67 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e7-091f-7571-94f9-86fe5dc6c19a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_4\\\",\\n CAST(\\\"month\\\" AS INTEGER) AS \\\"month_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_4\\\"\\n ORDER BY CAST(\\\"month\\\" AS INTEGER)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_4\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_4\\\" IS NOT NULL\\n AND \\\"month\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"nom_4\\\",\\n MIN(\\\"month_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= \\\"cnt\\\" * 0.95\\nGROUP BY \\\"nom_4\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 95th percentile of \\\"month\\\" within each \\\"nom_4\\\" group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":22912,"output_tokens":625}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..504e20e51ed648947e88df8c5bf5208b997b7a02 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_4\",\n CAST(\"month\" AS INTEGER) AS \"month_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_4\"\n ORDER BY CAST(\"month\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_4\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_4\" IS NOT NULL\n AND \"month\" IS NOT NULL\n)\nSELECT\n \"nom_4\",\n MIN(\"month_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" >= \"cnt\" * 0.95\nGROUP BY \"nom_4\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 95th percentile of \"month\" within each \"nom_4\" group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..351e49f9d8ed2b53fc438195c02f3fd393ab793a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:32:23.562721Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:32:26.018203Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:32:43.487233Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2619659b1be007e84e89a12f1f95493ef1ee626 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_4, measure_col=month. +Result preview: [{"nom_4": "Theremin", "percentile_measure": 12}, {"nom_4": "Piano", "percentile_measure": 12}, {"nom_4": "Oboe", "percentile_measure": 12}, {"nom_4": "Bassoon", "percentile_measure": 12}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..50a7f1dd42ae8014a1926cac050d4e868e30d02d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_a5ea75ee41eead0d +-- problem_id: v2p_c14_25012f9a2d7733f9 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_4", + CAST("month" AS INTEGER) AS "month_value", + ROW_NUMBER() OVER ( + PARTITION BY "nom_4" + ORDER BY CAST("month" AS INTEGER) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_4" + ) AS "cnt" + FROM "c14" + WHERE "nom_4" IS NOT NULL + AND "month" IS NOT NULL +) +SELECT + "nom_4", + MIN("month_value") AS "percentile_measure" +FROM "ranked" +WHERE "rn" >= "cnt" * 0.95 +GROUP BY "nom_4" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02210ac873b080c8b359b9d0d291e61d238c7f84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_4\",\n CAST(\"month\" AS INTEGER) AS \"month_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_4\"\n ORDER BY CAST(\"month\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_4\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_4\" IS NOT NULL\n AND \"month\" IS NOT NULL\n)\nSELECT\n \"nom_4\",\n MIN(\"month_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" >= \"cnt\" * 0.95\nGROUP BY \"nom_4\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_4\\\",\\n CAST(\\\"month\\\" AS INTEGER) AS \\\"month_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_4\\\"\\n ORDER BY CAST(\\\"month\\\" AS INTEGER)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_4\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_4\\\" IS NOT NULL\\n AND \\\"month\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"nom_4\\\",\\n MIN(\\\"month_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= \\\"cnt\\\" * 0.95\\nGROUP BY \\\"nom_4\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"nom_4\", \"percentile_measure\"], \"rows\": [{\"nom_4\": \"Theremin\", \"percentile_measure\": 12}, {\"nom_4\": \"Piano\", \"percentile_measure\": 12}, {\"nom_4\": \"Oboe\", \"percentile_measure\": 12}, {\"nom_4\": \"Bassoon\", \"percentile_measure\": 12}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1384.81}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4e50ad87b771b3f9e517f2bd1981b4ffc0b6b672 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:32:19.906635+00:00", + "ended_at": "2026-05-04T07:32:45.705854+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_a5ea75ee41eead0d", + "problem_id": "v2p_c14_25012f9a2d7733f9", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_4, measure_col=month.", + "bindings": { + "group_col": "nom_4", + "measure_col": "month", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=135" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_a5ea75ee41eead0d.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_a5ea75ee41eead0d", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 625, + "total_tokens": 24502, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 234, + "estimated_total_tokens": 4020, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24329.67, + "sql_execution_elapsed_ms_total": 1384.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_a5ea75ee41eead0d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f54870bc48daa2b2da2ec84cc778a974b1250153 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:32:44.312269+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24329.67, "started_at": "2026-05-04T07:32:19.960677+00:00", "ended_at": "2026-05-04T07:32:44.293895+00:00", "prompt_metrics": {"chars": 11864, "bytes_utf8": 11864, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 775, "bytes_utf8": 775, "lines": 1, "estimated_tokens": 234}, "usage": {"input_tokens": 23877, "cached_input_tokens": 22912, "output_tokens": 625}, "stderr_preview": "2026-05-04T07:32:23.562721Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:32:26.018203Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = \\\"cnt\\\" * 0.95\\nGROUP BY \\\"nom_4\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 95th percentile of \\\"month\\\" within each \\\"nom_4\\\" group.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3481dc178b9fd07ce30ded755eb0d1085fe96cb3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a5ea75ee41eead0d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_a5ea75ee41eead0d", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 625, + "total_tokens": 24502, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 234, + "estimated_total_tokens": 4020, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24329.67, + "sql_execution_elapsed_ms_total": 1384.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_a5ea75ee41eead0d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ccde8315bee7b9f8e0a952ce79674e7a2c6079b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11884, "bytes_utf8": 11884, "lines": 398, "estimated_tokens": 3804}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 471, "bytes_utf8": 471, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 23893, "cached_input_tokens": 22912, "output_tokens": 146}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6d5506769f31d1a26654913a912e4e929676bfe3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_a81ff96db21662ef", + "api_calls": 0, + "input_tokens": 23893, + "cached_input_tokens": 22912, + "output_tokens": 146, + "total_tokens": 24039, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3804, + "estimated_output_tokens": 130, + "estimated_total_tokens": 3934, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15962.91, + "sql_execution_elapsed_ms_total": 91.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_a81ff96db21662ef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5e503bcc6fccdfa3560f9e4515d4e11aa08541ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:08:15.285152+00:00", + "ended_at": "2026-05-04T07:08:31.247413+00:00", + "elapsed_ms": 15962.91, + "prompt_metrics": { + "chars": 11884, + "bytes_utf8": 11884, + "lines": 398, + "estimated_tokens": 3804 + }, + "stdout_metrics": { + "chars": 801, + "bytes_utf8": 801, + "lines": 4, + "estimated_tokens": 241 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13206 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 471, + "bytes_utf8": 471, + "lines": 1, + "estimated_tokens": 130 + }, + "usage": { + "input_tokens": 23893, + "cached_input_tokens": 22912, + "output_tokens": 146 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..666e0d182081707cc23f3a369112ff3f86455634 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=nom_1.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "nom_1", + "predicate_col": "nom_8", + "predicate_op": "=", + "predicate_value": "fd0041a98", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba67a1ac19d700b61a63133362794c553f3ca34e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d0-f0f8-7c73-b199-878c1111f84f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"nom_1\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_8\\\" = 'fd0041a98'\\nGROUP BY \\\"nom_1\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with bound roles: group_col=\\\"nom_1\\\", predicate_col=\\\"nom_8\\\", predicate_op=\\\"=\\\", predicate_value='fd0041a98', top_k=15. Query is SQLite-compatible and uses only the single provided table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23893,"cached_input_tokens":22912,"output_tokens":146}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b89b70b65cf3162016abb0becc7a04260a0a8f45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"nom_1\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"nom_8\" = 'fd0041a98'\nGROUP BY \"nom_1\"\nORDER BY support DESC\nLIMIT 15;","notes":"Used the provided Filtered Top-k Group Count template with bound roles: group_col=\"nom_1\", predicate_col=\"nom_8\", predicate_op=\"=\", predicate_value='fd0041a98', top_k=15. Query is SQLite-compatible and uses only the single provided table and columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..153daad0f1b05da63fa6b14b0f66cfcf4ed5d6c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:08:15.563825Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:08:18.013644Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:08:30.447949Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3c195eac8b9b5e815d6ecd3ed8d1eb5cd7985be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=nom_1. +Result preview: [{"nom_1": "Trapezoid", "support": 55}, {"nom_1": "Square", "support": 29}, {"nom_1": "Star", "support": 22}, {"nom_1": "Circle", "support": 20}, {"nom_1": "Polygon", "support": 18}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fea43d34bcb5705468fdf6da972aea12f4d8d090 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_a81ff96db21662ef +-- problem_id: v2p_c14_f298891c58ed0c1e +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", COUNT(*) AS support +FROM "c14" +WHERE "nom_8" = 'fd0041a98' +GROUP BY "nom_1" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14962844a031af8dedb80bbe8cb90eeac6057c1a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"nom_1\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"nom_8\" = 'fd0041a98'\nGROUP BY \"nom_1\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"nom_1\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_8\\\" = 'fd0041a98'\\nGROUP BY \\\"nom_1\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"nom_1\", \"support\"], \"rows\": [{\"nom_1\": \"Trapezoid\", \"support\": 55}, {\"nom_1\": \"Square\", \"support\": 29}, {\"nom_1\": \"Star\", \"support\": 22}, {\"nom_1\": \"Circle\", \"support\": 20}, {\"nom_1\": \"Polygon\", \"support\": 18}, {\"nom_1\": \"Triangle\", \"support\": 12}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 91.63}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5a97113ad962ad434bd833ab1392e84b655e3e73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:08:15.228687+00:00", + "ended_at": "2026-05-04T07:08:31.375079+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_a81ff96db21662ef", + "problem_id": "v2p_c14_f298891c58ed0c1e", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=nom_1.", + "bindings": { + "group_col": "nom_1", + "predicate_col": "nom_8", + "predicate_op": "=", + "predicate_value": "fd0041a98", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_a81ff96db21662ef.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_a81ff96db21662ef", + "api_calls": 0, + "input_tokens": 23893, + "cached_input_tokens": 22912, + "output_tokens": 146, + "total_tokens": 24039, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3804, + "estimated_output_tokens": 130, + "estimated_total_tokens": 3934, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15962.91, + "sql_execution_elapsed_ms_total": 91.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_a81ff96db21662ef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bee9202c3b348f5ee93240bedd840738128ddfc3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a81ff96db21662ef/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:08:31.267314+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15962.91, "started_at": "2026-05-04T07:08:15.285152+00:00", "ended_at": "2026-05-04T07:08:31.247413+00:00", "prompt_metrics": {"chars": 11884, "bytes_utf8": 11884, "lines": 398, "estimated_tokens": 3804}, "response_metrics": {"chars": 471, "bytes_utf8": 471, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 23893, "cached_input_tokens": 22912, "output_tokens": 146}, "stderr_preview": "2026-05-04T07:08:15.563825Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:08:18.013644Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=bin_1.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "bin_1", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a9a64e74790ce649/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a9a64e74790ce649/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..88f4610e039a6b3001fa61c88431ed4862610247 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a9a64e74790ce649/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e0-0367-7153-a8ab-3d5d3824582e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"bin_1\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nORDER BY support ASC, \\\"bin_1\\\"\\nLIMIT 14;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to \\\"bin_1\\\" and top_k set to 14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23847,"cached_input_tokens":22912,"output_tokens":107}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a9a64e74790ce649/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a9a64e74790ce649/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab0eaddbac3b2db32d3f609522529fec3693e34b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a9a64e74790ce649/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"bin_1\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"bin_1\"\nORDER BY support ASC, \"bin_1\"\nLIMIT 14;","notes":"Used the provided Low-Support Group Count template with group_col bound to \"bin_1\" and top_k set to 14."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a9a64e74790ce649/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a9a64e74790ce649/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bc8e2b8b01005d2caa2a272c82efe264d07e3ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a9a64e74790ce649/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:24:43.305069Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:24:45.744970Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:24:53.146494Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a9a64e74790ce649/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a9a64e74790ce649/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2c299681f50d24d58a2e74b19ee201ae7850db6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a9a64e74790ce649/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=bin_1. +Result preview: [{"bin_1": "1", "support": 76982}, {"bin_1": "0", "support": 223018}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a9a64e74790ce649/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a9a64e74790ce649/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e58f72430560fcf6cb21fceec80184ccf1819e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a9a64e74790ce649/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_a9a64e74790ce649 +-- problem_id: v2p_c14_e506e1d56ebe6ff5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_1", + COUNT(*) AS support +FROM "c14" +GROUP BY "bin_1" +ORDER BY support ASC, "bin_1" +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a9a64e74790ce649/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a9a64e74790ce649/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55407e824db825693ee1fc16ec9052156917510d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a9a64e74790ce649/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"bin_1\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"bin_1\"\nORDER BY support ASC, \"bin_1\"\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"bin_1\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nORDER BY support ASC, \\\"bin_1\\\"\\nLIMIT 14;\", \"columns\": [\"bin_1\", \"support\"], \"rows\": [{\"bin_1\": \"1\", \"support\": 76982}, {\"bin_1\": \"0\", \"support\": 223018}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 245.41}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a9a64e74790ce649/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a9a64e74790ce649/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4dba8a36d8856972f6933fd9faa466725b011fb0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a9a64e74790ce649/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:24:43.035810+00:00", + "ended_at": "2026-05-04T07:24:54.365576+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_a9a64e74790ce649", + "problem_id": "v2p_c14_e506e1d56ebe6ff5", + "dataset_id": "c14", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=bin_1.", + "bindings": { + "group_col": "bin_1", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=109" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_a9a64e74790ce649.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_a9a64e74790ce649", + "api_calls": 0, + "input_tokens": 23847, + "cached_input_tokens": 22912, + "output_tokens": 107, + "total_tokens": 23954, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3758, + "estimated_output_tokens": 91, + "estimated_total_tokens": 3849, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10950.93, + "sql_execution_elapsed_ms_total": 245.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_a9a64e74790ce649\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a9a64e74790ce649/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a9a64e74790ce649/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e4ce1f0029c917a1433963fca855e39316a13ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_a9a64e74790ce649/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:24:54.110561+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10950.93, "started_at": "2026-05-04T07:24:43.111582+00:00", "ended_at": "2026-05-04T07:24:54.065544+00:00", "prompt_metrics": {"chars": 11677, "bytes_utf8": 11677, "lines": 394, "estimated_tokens": 3758}, "response_metrics": {"chars": 304, "bytes_utf8": 304, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 23847, "cached_input_tokens": 22912, "output_tokens": 107}, "stderr_preview": "2026-05-04T07:24:43.305069Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:24:45.744970Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_2, measure_col=id.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "bin_2", + "measure_col": "id", + "entity_col": "nom_8", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab37c48acc3f6594/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab37c48acc3f6594/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5f80662daca451d06e6c570ff4c0f3c00ca364a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab37c48acc3f6594/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d9-af40-7e70-94c2-f9b5dfb68530"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_2\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"id\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_8\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Grouped Summary Top-k template with group_col=\\\"bin_2\\\", measure_col=\\\"id\\\", and entity_col=\\\"nom_8\\\". Because \\\"id\\\" is stored as TEXT in SQLite, it is cast to REAL for AVG().\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":22912,"output_tokens":172}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab37c48acc3f6594/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab37c48acc3f6594/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9545b1bff7939907f8e63e43c981d50dd14d20ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab37c48acc3f6594/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_2\",\n COUNT(*) AS support,\n AVG(CAST(\"id\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_8\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_2\"\nORDER BY support DESC\nLIMIT 12;","notes":"Used the provided Grouped Summary Top-k template with group_col=\"bin_2\", measure_col=\"id\", and entity_col=\"nom_8\". Because \"id\" is stored as TEXT in SQLite, it is cast to REAL for AVG()."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab37c48acc3f6594/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab37c48acc3f6594/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42a46a4b4a267e6536efcc494228988366bac3d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab37c48acc3f6594/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:17:48.652365Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:17:51.109204Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:18:02.283669Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab37c48acc3f6594/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab37c48acc3f6594/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c041ec61dfc32cca62edd353c01a355fc7250b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab37c48acc3f6594/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_2, measure_col=id. +Result preview: [{"bin_2": "0", "support": 185033, "avg_measure": 149854.3377343501, "distinct_entities": 2214}, {"bin_2": "1", "support": 114967, "avg_measure": 150233.1306026947, "distinct_entities": 2205}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab37c48acc3f6594/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab37c48acc3f6594/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1f5065932b140984ee7b1e232dc0e9fc901c5ace --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab37c48acc3f6594/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_ab37c48acc3f6594 +-- problem_id: v2p_c14_40a04810a78a813d +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", + COUNT(*) AS support, + AVG(CAST("id" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_8") AS distinct_entities +FROM "c14" +GROUP BY "bin_2" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab37c48acc3f6594/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab37c48acc3f6594/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f163895da64aa94de7b13b320d82006637c4cbe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab37c48acc3f6594/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_2\",\n COUNT(*) AS support,\n AVG(CAST(\"id\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_8\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_2\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_2\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"id\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_8\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"bin_2\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"bin_2\": \"0\", \"support\": 185033, \"avg_measure\": 149854.3377343501, \"distinct_entities\": 2214}, {\"bin_2\": \"1\", \"support\": 114967, \"avg_measure\": 150233.1306026947, \"distinct_entities\": 2205}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 478.26}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab37c48acc3f6594/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab37c48acc3f6594/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2c2c4458fb482c593c4e6718475bb567d5ed4b71 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab37c48acc3f6594/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:17:48.257455+00:00", + "ended_at": "2026-05-04T07:18:03.802728+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ab37c48acc3f6594", + "problem_id": "v2p_c14_40a04810a78a813d", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_2, measure_col=id.", + "bindings": { + "group_col": "bin_2", + "measure_col": "id", + "entity_col": "nom_8", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=92" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_ab37c48acc3f6594.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ab37c48acc3f6594", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 172, + "total_tokens": 24086, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3960, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14965.34, + "sql_execution_elapsed_ms_total": 478.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_ab37c48acc3f6594\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab37c48acc3f6594/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab37c48acc3f6594/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..529662869fa7a1b5f5fee44880650850db16242c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab37c48acc3f6594/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:18:03.305647+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14965.34, "started_at": "2026-05-04T07:17:48.310668+00:00", "ended_at": "2026-05-04T07:18:03.278322+00:00", "prompt_metrics": {"chars": 11967, "bytes_utf8": 11967, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 485, "bytes_utf8": 485, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 172}, "stderr_preview": "2026-05-04T07:17:48.652365Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:17:51.109204Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_4.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "ord_4", + "predicate_col": "ord_2", + "predicate_op": "=", + "predicate_value": "Hot", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab4f72039ea88453/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab4f72039ea88453/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6759ac9ec5f8e23b0770dfe531dc039365d8a584 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab4f72039ea88453/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d3-bb06-7d63-b831-f0002fad5a5e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_4\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_2\\\" = 'Hot'\\nGROUP BY \\\"ord_4\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"ord_4\\\", predicate_col=\\\"ord_2\\\", predicate_op=\\\"=\\\", predicate_value='Hot', top_k=13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23887,"cached_input_tokens":23424,"output_tokens":124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab4f72039ea88453/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab4f72039ea88453/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ca672e6549baa58efdd2568f61187e0bb0ec533 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab4f72039ea88453/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_4\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_2\" = 'Hot'\nGROUP BY \"ord_4\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\"ord_4\", predicate_col=\"ord_2\", predicate_op=\"=\", predicate_value='Hot', top_k=13."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab4f72039ea88453/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab4f72039ea88453/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e68f568d03266f6dc522bcb29f6a057a9d0ca48a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab4f72039ea88453/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:11:18.355089Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:11:20.845217Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:11:29.040141Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab4f72039ea88453/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab4f72039ea88453/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c3cf1031ac9336e35935b141fce64a4344b65ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab4f72039ea88453/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_4. +Result preview: [{"ord_4": "L", "support": 1421}, {"ord_4": "S", "support": 1393}, {"ord_4": "G", "support": 1381}, {"ord_4": "A", "support": 1351}, {"ord_4": "R", "support": 1232}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab4f72039ea88453/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab4f72039ea88453/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5b2679301ad4a9d607625be1cca3cf264c1c0733 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab4f72039ea88453/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_ab4f72039ea88453 +-- problem_id: v2p_c14_5f10e664d39ea23f +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", COUNT(*) AS support +FROM "c14" +WHERE "ord_2" = 'Hot' +GROUP BY "ord_4" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab4f72039ea88453/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab4f72039ea88453/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..21b6d67da990b079e9066f9e2d39078db2a845ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab4f72039ea88453/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_4\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_2\" = 'Hot'\nGROUP BY \"ord_4\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_4\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_2\\\" = 'Hot'\\nGROUP BY \\\"ord_4\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"ord_4\", \"support\"], \"rows\": [{\"ord_4\": \"L\", \"support\": 1421}, {\"ord_4\": \"S\", \"support\": 1393}, {\"ord_4\": \"G\", \"support\": 1381}, {\"ord_4\": \"A\", \"support\": 1351}, {\"ord_4\": \"R\", \"support\": 1232}, {\"ord_4\": \"Q\", \"support\": 1216}, {\"ord_4\": \"K\", \"support\": 1096}, {\"ord_4\": \"I\", \"support\": 1096}, {\"ord_4\": \"T\", \"support\": 1072}, {\"ord_4\": \"Z\", \"support\": 1040}, {\"ord_4\": \"V\", \"support\": 1019}, {\"ord_4\": \"J\", \"support\": 1000}, {\"ord_4\": \"H\", \"support\": 959}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 114.68}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab4f72039ea88453/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab4f72039ea88453/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..550ea0991535c2726b096b0c7a9e863e1a498a22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab4f72039ea88453/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:11:18.071491+00:00", + "ended_at": "2026-05-04T07:11:30.056492+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ab4f72039ea88453", + "problem_id": "v2p_c14_5f10e664d39ea23f", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_4.", + "bindings": { + "group_col": "ord_4", + "predicate_col": "ord_2", + "predicate_op": "=", + "predicate_value": "Hot", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=68" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_ab4f72039ea88453.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ab4f72039ea88453", + "api_calls": 0, + "input_tokens": 23887, + "cached_input_tokens": 23424, + "output_tokens": 124, + "total_tokens": 24011, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3798, + "estimated_output_tokens": 108, + "estimated_total_tokens": 3906, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11781.01, + "sql_execution_elapsed_ms_total": 114.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_ab4f72039ea88453\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab4f72039ea88453/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab4f72039ea88453/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d95f0ce2b9322357416101b52e1c01566dc9068 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ab4f72039ea88453/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:11:29.931860+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11781.01, "started_at": "2026-05-04T07:11:18.132316+00:00", "ended_at": "2026-05-04T07:11:29.912740+00:00", "prompt_metrics": {"chars": 11875, "bytes_utf8": 11875, "lines": 398, "estimated_tokens": 3798}, "response_metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 23887, "cached_input_tokens": 23424, "output_tokens": 124}, "stderr_preview": "2026-05-04T07:11:18.355089Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:11:20.845217Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_1, measure_col=ord_0.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ord_1", + "measure_col": "ord_0", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_abc16bc5016d9e50/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_abc16bc5016d9e50/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6feefc82b5f002e39e7d124559c1ee8b0f040c80 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_abc16bc5016d9e50/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e8-3aef-7632-bd53-180fda7a2594"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_1\\\",\\n CAST(\\\"ord_0\\\" AS INTEGER) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_1\\\"\\n ORDER BY CAST(\\\"ord_0\\\" AS INTEGER)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_1\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_1\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"ord_1\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((((\\\"cnt\\\" * 9) + 9) / 10) AS INTEGER)\\n)\\nSELECT\\n \\\"ord_1\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"ord_1\\\";\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 90th percentile equivalent for \\\"ord_0\\\" within each \\\"ord_1\\\" group, casting \\\"ord_0\\\" from TEXT to INTEGER.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23881,"cached_input_tokens":22912,"output_tokens":640}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_abc16bc5016d9e50/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_abc16bc5016d9e50/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb275dc64c41b537802f1c162631c86f0d1e0e5c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_abc16bc5016d9e50/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_1\",\n CAST(\"ord_0\" AS INTEGER) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_1\"\n ORDER BY CAST(\"ord_0\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_1\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_1\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"ord_1\",\n \"measure_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((((\"cnt\" * 9) + 9) / 10) AS INTEGER)\n)\nSELECT\n \"ord_1\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC, \"ord_1\";","notes":"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 90th percentile equivalent for \"ord_0\" within each \"ord_1\" group, casting \"ord_0\" from TEXT to INTEGER."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_abc16bc5016d9e50/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_abc16bc5016d9e50/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bf9b0659428ccd2619312492703fe9278dc8bb1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_abc16bc5016d9e50/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:33:41.808908Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:33:44.588125Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:34:02.199647Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_abc16bc5016d9e50/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_abc16bc5016d9e50/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e7da7bbc6de820266be3414fcbb6ee330d1ee59 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_abc16bc5016d9e50/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_1, measure_col=ord_0. +Result preview: [{"ord_1": "Contributor", "percentile_measure": 3}, {"ord_1": "Expert", "percentile_measure": 3}, {"ord_1": "Grandmaster", "percentile_measure": 3}, {"ord_1": "Master", "percentile_measure": 3}, {"ord_1": "Novice", "percentile_measure": 3}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_abc16bc5016d9e50/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_abc16bc5016d9e50/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d66d73dee8edb7fa9d8ec48dbfefe9f40b1e314e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_abc16bc5016d9e50/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_abc16bc5016d9e50 +-- problem_id: v2p_c14_2df0357fca4398b6 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_1", + CAST("ord_0" AS INTEGER) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_1" + ORDER BY CAST("ord_0" AS INTEGER) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_1" + ) AS "cnt" + FROM "c14" + WHERE "ord_1" IS NOT NULL + AND "ord_0" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "ord_1", + "measure_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST(((("cnt" * 9) + 9) / 10) AS INTEGER) +) +SELECT + "ord_1", + "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC, "ord_1"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_abc16bc5016d9e50/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_abc16bc5016d9e50/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3695f1e4246627841b6c876ce5f09dc72643d9c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_abc16bc5016d9e50/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_1\",\n CAST(\"ord_0\" AS INTEGER) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_1\"\n ORDER BY CAST(\"ord_0\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_1\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_1\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"ord_1\",\n \"measure_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((((\"cnt\" * 9) + 9) / 10) AS INTEGER)\n)\nSELECT\n \"ord_1\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC, \"ord_1\";", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_1\\\",\\n CAST(\\\"ord_0\\\" AS INTEGER) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_1\\\"\\n ORDER BY CAST(\\\"ord_0\\\" AS INTEGER)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_1\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_1\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"ord_1\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((((\\\"cnt\\\" * 9) + 9) / 10) AS INTEGER)\\n)\\nSELECT\\n \\\"ord_1\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"ord_1\\\";\", \"columns\": [\"ord_1\", \"percentile_measure\"], \"rows\": [{\"ord_1\": \"Contributor\", \"percentile_measure\": 3}, {\"ord_1\": \"Expert\", \"percentile_measure\": 3}, {\"ord_1\": \"Grandmaster\", \"percentile_measure\": 3}, {\"ord_1\": \"Master\", \"percentile_measure\": 3}, {\"ord_1\": \"Novice\", \"percentile_measure\": 3}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1324.71}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_abc16bc5016d9e50/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_abc16bc5016d9e50/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1a2130d5bba5646b32836f972e0014120495c3ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_abc16bc5016d9e50/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:33:41.505940+00:00", + "ended_at": "2026-05-04T07:34:04.249072+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_abc16bc5016d9e50", + "problem_id": "v2p_c14_2df0357fca4398b6", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_1, measure_col=ord_0.", + "bindings": { + "group_col": "ord_1", + "measure_col": "ord_0", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=137" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_abc16bc5016d9e50.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_abc16bc5016d9e50", + "api_calls": 0, + "input_tokens": 23881, + "cached_input_tokens": 22912, + "output_tokens": 640, + "total_tokens": 24521, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3790, + "estimated_output_tokens": 296, + "estimated_total_tokens": 4086, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21337.67, + "sql_execution_elapsed_ms_total": 1324.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_abc16bc5016d9e50\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_abc16bc5016d9e50/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_abc16bc5016d9e50/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..def79b9f6af183951705487fe20e474f5d8e1db3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_abc16bc5016d9e50/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:34:02.915636+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21337.67, "started_at": "2026-05-04T07:33:41.558267+00:00", "ended_at": "2026-05-04T07:34:02.895841+00:00", "prompt_metrics": {"chars": 11859, "bytes_utf8": 11859, "lines": 396, "estimated_tokens": 3790}, "response_metrics": {"chars": 933, "bytes_utf8": 933, "lines": 1, "estimated_tokens": 296}, "usage": {"input_tokens": 23881, "cached_input_tokens": 22912, "output_tokens": 640}, "stderr_preview": "2026-05-04T07:33:41.808908Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:33:44.588125Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ac78e3f4dec88f80/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ac78e3f4dec88f80/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ddb15a0f336a457c604d4381a9bbbcd69ab58d5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ac78e3f4dec88f80/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_ac78e3f4dec88f80\n-- problem_id: v2p_c14_93392f2c2fd53416\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ord_5\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"c14\"\nGROUP BY \"ord_5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_ac78e3f4dec88f80\\n-- problem_id: v2p_c14_93392f2c2fd53416\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ord_5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ord_5\", \"support\", \"avg_response\"], \"rows\": [{\"ord_5\": \"od\", \"support\": 5019, \"avg_response\": 3.0605698346284123}, {\"ord_5\": \"fO\", \"support\": 3435, \"avg_response\": 2.974963609898108}, {\"ord_5\": \"Zq\", \"support\": 2926, \"avg_response\": 2.9993164730006834}, {\"ord_5\": \"sD\", \"support\": 2880, \"avg_response\": 2.957638888888889}, {\"ord_5\": \"qP\", \"support\": 2854, \"avg_response\": 2.981779957953749}, {\"ord_5\": \"Xi\", \"support\": 2840, \"avg_response\": 3.004577464788732}, {\"ord_5\": \"Gb\", \"support\": 2824, \"avg_response\": 3.0297450424929178}, {\"ord_5\": \"TZ\", \"support\": 2798, \"avg_response\": 2.9821300929235166}, {\"ord_5\": \"Bd\", \"support\": 2771, \"avg_response\": 2.9971129556116924}, {\"ord_5\": \"on\", \"support\": 2764, \"avg_response\": 2.941027496382055}, {\"ord_5\": \"ac\", \"support\": 2758, \"avg_response\": 3.027193618564177}, {\"ord_5\": \"uS\", \"support\": 2757, \"avg_response\": 2.961189698948132}, {\"ord_5\": \"ek\", \"support\": 2740, \"avg_response\": 3.0003649635036496}, {\"ord_5\": \"CZ\", \"support\": 2735, \"avg_response\": 2.9981718464351004}, {\"ord_5\": \"Eg\", \"support\": 2700, \"avg_response\": 3.025925925925926}, {\"ord_5\": \"PQ\", \"support\": 2688, \"avg_response\": 3.0048363095238093}, {\"ord_5\": \"tP\", \"support\": 2674, \"avg_response\": 2.949513836948392}, {\"ord_5\": \"Qo\", \"support\": 2654, \"avg_response\": 2.9740015071590054}, {\"ord_5\": \"gJ\", \"support\": 2633, \"avg_response\": 3.0125332320546905}, {\"ord_5\": \"AP\", \"support\": 2614, \"avg_response\": 3.0432287681713848}, {\"ord_5\": \"Xh\", \"support\": 2613, \"avg_response\": 3.0007654037504783}, {\"ord_5\": \"hp\", \"support\": 2612, \"avg_response\": 2.97052067381317}, {\"ord_5\": \"bF\", \"support\": 2603, \"avg_response\": 3.0195927775643487}, {\"ord_5\": \"kW\", \"support\": 2590, \"avg_response\": 3.0208494208494208}, {\"ord_5\": \"Jc\", \"support\": 2572, \"avg_response\": 3.0019440124416796}, {\"ord_5\": \"nh\", \"support\": 2543, \"avg_response\": 3.0149429807314196}, {\"ord_5\": \"ri\", \"support\": 2538, \"avg_response\": 2.966903073286052}, {\"ord_5\": \"Ed\", \"support\": 2523, \"avg_response\": 3.0019817677368215}, {\"ord_5\": \"cA\", \"support\": 2510, \"avg_response\": 3.0442231075697213}, {\"ord_5\": \"UO\", \"support\": 2508, \"avg_response\": 3.022727272727273}, {\"ord_5\": \"tM\", \"support\": 2497, \"avg_response\": 3.0152182619142973}, {\"ord_5\": \"sV\", \"support\": 2467, \"avg_response\": 2.999189298743413}, {\"ord_5\": \"lx\", \"support\": 2445, \"avg_response\": 3.0425357873210634}, {\"ord_5\": \"dP\", \"support\": 2438, \"avg_response\": 3.024200164068909}, {\"ord_5\": \"MV\", \"support\": 2435, \"avg_response\": 3.00082135523614}, {\"ord_5\": \"Kq\", \"support\": 2431, \"avg_response\": 2.981489099136158}, {\"ord_5\": \"eQ\", \"support\": 2430, \"avg_response\": 3.0251028806584364}, {\"ord_5\": \"su\", \"support\": 2421, \"avg_response\": 3.0793060718711276}, {\"ord_5\": \"qo\", \"support\": 2409, \"avg_response\": 2.9726027397260273}, {\"ord_5\": \"Qh\", \"support\": 2389, \"avg_response\": 3.0066973629133527}, {\"ord_5\": \"be\", \"support\": 2382, \"avg_response\": 3.015952980688497}, {\"ord_5\": \"aP\", \"support\": 2371, \"avg_response\": 2.90932096161957}, {\"ord_5\": \"zU\", \"support\": 2360, \"avg_response\": 3.0440677966101695}, {\"ord_5\": \"Dx\", \"support\": 2337, \"avg_response\": 3.0350877192982457}, {\"ord_5\": \"Sc\", \"support\": 2289, \"avg_response\": 3.061598951507208}, {\"ord_5\": \"xy\", \"support\": 2279, \"avg_response\": 3.002632733655112}, {\"ord_5\": \"JX\", \"support\": 2276, \"avg_response\": 2.994288224956063}, {\"ord_5\": \"MC\", \"support\": 2268, \"avg_response\": 3.0436507936507935}, {\"ord_5\": \"Wv\", \"support\": 2224, \"avg_response\": 3.023381294964029}, {\"ord_5\": \"aO\", \"support\": 2224, \"avg_response\": 2.977068345323741}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 304.35}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ac78e3f4dec88f80/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ac78e3f4dec88f80/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..052a4ba5713441e471d30b1b0088cdab9739090a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ac78e3f4dec88f80/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:38:01.601353+00:00", + "ended_at": "2026-05-04T07:38:01.912033+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ac78e3f4dec88f80", + "problem_id": "v2p_c14_93392f2c2fd53416", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=day, key_col=ord_5.", + "bindings": { + "key_col": "ord_5", + "measure_col": "day", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=30", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 30, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_ac78e3f4dec88f80.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ac78e3f4dec88f80/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ac78e3f4dec88f80/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ac78e3f4dec88f80/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8fe1d652625c8773985c0d73187209fe31a7db2f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11870, "bytes_utf8": 11870, "lines": 398, "estimated_tokens": 3797}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 358, "bytes_utf8": 358, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 23886, "cached_input_tokens": 22912, "output_tokens": 119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6761fd70c84032c6e1c91791f2fd0ef13ee5d34a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ad4007efed68ea50", + "api_calls": 0, + "input_tokens": 23886, + "cached_input_tokens": 22912, + "output_tokens": 119, + "total_tokens": 24005, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3797, + "estimated_output_tokens": 103, + "estimated_total_tokens": 3900, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12426.6, + "sql_execution_elapsed_ms_total": 111.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_ad4007efed68ea50\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f5198b00adb1ce27f97b04c8c2e2b6929bc34eaf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:10:17.946781+00:00", + "ended_at": "2026-05-04T07:10:30.373733+00:00", + "elapsed_ms": 12426.6, + "prompt_metrics": { + "chars": 11870, + "bytes_utf8": 11870, + "lines": 398, + "estimated_tokens": 3797 + }, + "stdout_metrics": { + "chars": 684, + "bytes_utf8": 684, + "lines": 4, + "estimated_tokens": 209 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13253 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 358, + "bytes_utf8": 358, + "lines": 1, + "estimated_tokens": 103 + }, + "usage": { + "input_tokens": 23886, + "cached_input_tokens": 22912, + "output_tokens": 119 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4eae66d513cceb238fa0001ce9521704fe8000bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_1.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "ord_1", + "predicate_col": "ord_3", + "predicate_op": "=", + "predicate_value": "k", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e399e6f7207fe38fa2724164a494ac8df7c8dd9c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d2-cfdc-7043-b903-e21b39a44d96"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_1\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_3\\\" = 'k'\\nGROUP BY \\\"ord_1\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"ord_1\\\", predicate_col=\\\"ord_3\\\", predicate_value='k', top_k=15.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23886,"cached_input_tokens":22912,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d0076ebc412a92c3d76165915b8656c9193ca3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_1\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_3\" = 'k'\nGROUP BY \"ord_1\"\nORDER BY support DESC\nLIMIT 15;","notes":"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\"ord_1\", predicate_col=\"ord_3\", predicate_value='k', top_k=15."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb5e7c3755178f3056987af90c18d9f844eeff8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:10:18.158958Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:10:20.677155Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:10:29.276411Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbc03d43873bc4c76e2dd75af8038f2fba299bab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_1. +Result preview: [{"ord_1": "Novice", "support": 12044}, {"ord_1": "Grandmaster", "support": 7551}, {"ord_1": "Contributor", "support": 4051}, {"ord_1": "Master", "support": 2630}, {"ord_1": "Expert", "support": 2343}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e8991830a9edd7ae05c81cb5e9aba426223628fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_ad4007efed68ea50 +-- problem_id: v2p_c14_b8cd7820506c1dcd +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_1", COUNT(*) AS support +FROM "c14" +WHERE "ord_3" = 'k' +GROUP BY "ord_1" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c607c70dbb46422c60c4c719979678aea76cdab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_1\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_3\" = 'k'\nGROUP BY \"ord_1\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_1\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_3\\\" = 'k'\\nGROUP BY \\\"ord_1\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"ord_1\", \"support\"], \"rows\": [{\"ord_1\": \"Novice\", \"support\": 12044}, {\"ord_1\": \"Grandmaster\", \"support\": 7551}, {\"ord_1\": \"Contributor\", \"support\": 4051}, {\"ord_1\": \"Master\", \"support\": 2630}, {\"ord_1\": \"Expert\", \"support\": 2343}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 111.88}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..14793c8a29aac978cbcaf7f1d29aed7e506f9360 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:10:17.888162+00:00", + "ended_at": "2026-05-04T07:10:30.527352+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ad4007efed68ea50", + "problem_id": "v2p_c14_b8cd7820506c1dcd", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_1.", + "bindings": { + "group_col": "ord_1", + "predicate_col": "ord_3", + "predicate_op": "=", + "predicate_value": "k", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=65" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_ad4007efed68ea50.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ad4007efed68ea50", + "api_calls": 0, + "input_tokens": 23886, + "cached_input_tokens": 22912, + "output_tokens": 119, + "total_tokens": 24005, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3797, + "estimated_output_tokens": 103, + "estimated_total_tokens": 3900, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12426.6, + "sql_execution_elapsed_ms_total": 111.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_ad4007efed68ea50\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d4559d46889f69c8e00ac1ba631f33bbb0ebb4b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ad4007efed68ea50/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:10:30.392928+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12426.6, "started_at": "2026-05-04T07:10:17.946781+00:00", "ended_at": "2026-05-04T07:10:30.373733+00:00", "prompt_metrics": {"chars": 11870, "bytes_utf8": 11870, "lines": 398, "estimated_tokens": 3797}, "response_metrics": {"chars": 358, "bytes_utf8": 358, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 23886, "cached_input_tokens": 22912, "output_tokens": 119}, "stderr_preview": "2026-05-04T07:10:18.158958Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:10:20.677155Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=nom_4.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "bin_0", + "group_col_2": "nom_4", + "predicate_col": "nom_2", + "predicate_op": "=", + "predicate_value": "Snake", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae16c68bc745e109/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae16c68bc745e109/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee4613655192a7357c2e86e9cc3cf63077b75505 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae16c68bc745e109/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c1-d6bc-7f71-93d9-507a29ae9ffc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bin_0\\\", \\\"nom_4\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_2\\\" = 'Snake'\\nGROUP BY \\\"bin_0\\\", \\\"nom_4\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with bound roles group_col=bin_0, group_col_2=nom_4, and predicate nom_2 = 'Snake'. All identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23937,"cached_input_tokens":23424,"output_tokens":150}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae16c68bc745e109/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae16c68bc745e109/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1aea3197fee010a2193b775563a1fe16fb3ee788 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae16c68bc745e109/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bin_0\", \"nom_4\", COUNT(*) AS \"row_count\"\nFROM \"c14\"\nWHERE \"nom_2\" = 'Snake'\nGROUP BY \"bin_0\", \"nom_4\"\nORDER BY \"row_count\" DESC;","notes":"Used the provided filtered two-dimensional group count template with bound roles group_col=bin_0, group_col_2=nom_4, and predicate nom_2 = 'Snake'. All identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae16c68bc745e109/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae16c68bc745e109/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5215a1cdea831dd323bd6d19fd8534558eccc3f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae16c68bc745e109/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:51:45.800246Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:51:48.106159Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:51:56.921031Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae16c68bc745e109/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae16c68bc745e109/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6eb8b34778d05b07c80ac6a5857d040dc65ee2f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae16c68bc745e109/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=nom_4. +Result preview: [{"bin_0": "0", "nom_4": "Oboe", "row_count": 12281}, {"bin_0": "0", "nom_4": "Piano", "row_count": 11274}, {"bin_0": "0", "nom_4": "Bassoon", "row_count": 9265}, {"bin_0": "0", "nom_4": "Theremin", "row_count": 7322}, {"bin_0": "1", "nom_4": "Oboe", "row_count": 1845}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae16c68bc745e109/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae16c68bc745e109/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bac114f433966c7a657d54a3af419d7b4f6e0f16 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae16c68bc745e109/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c14_ae16c68bc745e109 +-- problem_id: v2p_c14_0b850cf737dfd4fd +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "nom_4", COUNT(*) AS "row_count" +FROM "c14" +WHERE "nom_2" = 'Snake' +GROUP BY "bin_0", "nom_4" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae16c68bc745e109/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae16c68bc745e109/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6dd27031cb8e740c785951a89a4e3e9905f88b23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae16c68bc745e109/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bin_0\", \"nom_4\", COUNT(*) AS \"row_count\"\nFROM \"c14\"\nWHERE \"nom_2\" = 'Snake'\nGROUP BY \"bin_0\", \"nom_4\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bin_0\\\", \\\"nom_4\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_2\\\" = 'Snake'\\nGROUP BY \\\"bin_0\\\", \\\"nom_4\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"bin_0\", \"nom_4\", \"row_count\"], \"rows\": [{\"bin_0\": \"0\", \"nom_4\": \"Oboe\", \"row_count\": 12281}, {\"bin_0\": \"0\", \"nom_4\": \"Piano\", \"row_count\": 11274}, {\"bin_0\": \"0\", \"nom_4\": \"Bassoon\", \"row_count\": 9265}, {\"bin_0\": \"0\", \"nom_4\": \"Theremin\", \"row_count\": 7322}, {\"bin_0\": \"1\", \"nom_4\": \"Oboe\", \"row_count\": 1845}, {\"bin_0\": \"1\", \"nom_4\": \"Piano\", \"row_count\": 1661}, {\"bin_0\": \"1\", \"nom_4\": \"Bassoon\", \"row_count\": 1302}, {\"bin_0\": \"1\", \"nom_4\": \"Theremin\", \"row_count\": 1029}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 993.22}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae16c68bc745e109/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae16c68bc745e109/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aa00bc51a5ac56663c9364a8a49803edadf70dcb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae16c68bc745e109/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:51:45.504615+00:00", + "ended_at": "2026-05-04T06:51:58.679939+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ae16c68bc745e109", + "problem_id": "v2p_c14_0b850cf737dfd4fd", + "dataset_id": "c14", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=nom_4.", + "bindings": { + "group_col": "bin_0", + "group_col_2": "nom_4", + "predicate_col": "nom_2", + "predicate_op": "=", + "predicate_value": "Snake", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/1", + "binding_index=8" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_ae16c68bc745e109.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ae16c68bc745e109", + "api_calls": 0, + "input_tokens": 23937, + "cached_input_tokens": 23424, + "output_tokens": 150, + "total_tokens": 24087, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3846, + "estimated_output_tokens": 128, + "estimated_total_tokens": 3974, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12075.03, + "sql_execution_elapsed_ms_total": 993.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_ae16c68bc745e109\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae16c68bc745e109/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae16c68bc745e109/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2b1378376e783a877b25924db5fa7f4f27ef9b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae16c68bc745e109/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:51:57.673073+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12075.03, "started_at": "2026-05-04T06:51:45.578146+00:00", "ended_at": "2026-05-04T06:51:57.652907+00:00", "prompt_metrics": {"chars": 11997, "bytes_utf8": 11997, "lines": 400, "estimated_tokens": 3846}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 23937, "cached_input_tokens": 23424, "output_tokens": 150}, "stderr_preview": "2026-05-04T06:51:45.800246Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:51:48.106159Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_4, measure_col=id.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ord_4", + "measure_col": "id", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f47b02e3f6b124ee171adde1fec768fd3f46500 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ea-3c08-7b63-b497-cfd2b699cbf6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_4\\\" AS \\\"group_col\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_4\\\"\\n ORDER BY CAST(\\\"id\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_4\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_4\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"ord_4\\\",\\n MIN(CASE\\n WHEN \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INT) THEN \\\"measure_col\\\"\\n END) AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"group_col\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 95th percentile per ord_4 group as the smallest cast(id AS REAL) value at or above ceil(0.95 * group_size).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":19840,"output_tokens":666}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73a2ef09ac89f05c261e685a1c615ae4046fe13b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_4\" AS \"group_col\",\n CAST(\"id\" AS REAL) AS \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_4\"\n ORDER BY CAST(\"id\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_4\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_4\" IS NOT NULL\n AND \"id\" IS NOT NULL\n)\nSELECT\n \"group_col\" AS \"ord_4\",\n MIN(CASE\n WHEN \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999 AS INT) THEN \"measure_col\"\n END) AS \"percentile_measure\"\nFROM \"ranked\"\nGROUP BY \"group_col\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 95th percentile per ord_4 group as the smallest cast(id AS REAL) value at or above ceil(0.95 * group_size)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b0f5a1369ea4b4b5d1bfceb76ac36740bc1c962 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:35:53.194311Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:35:55.753820Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:36:14.690976Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..37340cc1d9875de25f4689efb5dcaab31601ae36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_4, measure_col=id. +Result preview: [{"ord_4": "X", "percentile_measure": 286603.0}, {"ord_4": "V", "percentile_measure": 286125.0}, {"ord_4": "Y", "percentile_measure": 286033.0}, {"ord_4": "N", "percentile_measure": 285859.0}, {"ord_4": "D", "percentile_measure": 285782.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..266ccf34f7ec02ef3be26ba7365b43e320e9ce78 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/generated_sql.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_ae66869f6ecb5430 +-- problem_id: v2p_c14_63b5eb75fa2760b5 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_4" AS "group_col", + CAST("id" AS REAL) AS "measure_col", + ROW_NUMBER() OVER ( + PARTITION BY "ord_4" + ORDER BY CAST("id" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_4" + ) AS "cnt" + FROM "c14" + WHERE "ord_4" IS NOT NULL + AND "id" IS NOT NULL +) +SELECT + "group_col" AS "ord_4", + MIN(CASE + WHEN "rn" >= CAST((0.95 * "cnt") + 0.999999 AS INT) THEN "measure_col" + END) AS "percentile_measure" +FROM "ranked" +GROUP BY "group_col" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..68df1cbb2566e82b16f291e59db2ec2d7f8c974a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_4\" AS \"group_col\",\n CAST(\"id\" AS REAL) AS \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_4\"\n ORDER BY CAST(\"id\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_4\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_4\" IS NOT NULL\n AND \"id\" IS NOT NULL\n)\nSELECT\n \"group_col\" AS \"ord_4\",\n MIN(CASE\n WHEN \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999 AS INT) THEN \"measure_col\"\n END) AS \"percentile_measure\"\nFROM \"ranked\"\nGROUP BY \"group_col\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_4\\\" AS \\\"group_col\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_4\\\"\\n ORDER BY CAST(\\\"id\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_4\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_4\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"ord_4\\\",\\n MIN(CASE\\n WHEN \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INT) THEN \\\"measure_col\\\"\\n END) AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"group_col\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"ord_4\", \"percentile_measure\"], \"rows\": [{\"ord_4\": \"X\", \"percentile_measure\": 286603.0}, {\"ord_4\": \"V\", \"percentile_measure\": 286125.0}, {\"ord_4\": \"Y\", \"percentile_measure\": 286033.0}, {\"ord_4\": \"N\", \"percentile_measure\": 285859.0}, {\"ord_4\": \"D\", \"percentile_measure\": 285782.0}, {\"ord_4\": \"E\", \"percentile_measure\": 285564.0}, {\"ord_4\": \"K\", \"percentile_measure\": 285502.0}, {\"ord_4\": \"P\", \"percentile_measure\": 285484.0}, {\"ord_4\": \"Z\", \"percentile_measure\": 285461.0}, {\"ord_4\": \"F\", \"percentile_measure\": 285319.0}, {\"ord_4\": \"H\", \"percentile_measure\": 285304.0}, {\"ord_4\": \"L\", \"percentile_measure\": 285245.0}, {\"ord_4\": \"Q\", \"percentile_measure\": 285221.0}, {\"ord_4\": \"A\", \"percentile_measure\": 284977.0}, {\"ord_4\": \"J\", \"percentile_measure\": 284759.0}, {\"ord_4\": \"U\", \"percentile_measure\": 284721.0}, {\"ord_4\": \"B\", \"percentile_measure\": 284670.0}, {\"ord_4\": \"G\", \"percentile_measure\": 284562.0}, {\"ord_4\": \"R\", \"percentile_measure\": 284365.0}, {\"ord_4\": \"W\", \"percentile_measure\": 284361.0}, {\"ord_4\": \"T\", \"percentile_measure\": 284355.0}, {\"ord_4\": \"I\", \"percentile_measure\": 284350.0}, {\"ord_4\": \"O\", \"percentile_measure\": 284321.0}, {\"ord_4\": \"S\", \"percentile_measure\": 284189.0}, {\"ord_4\": \"C\", \"percentile_measure\": 283142.0}, {\"ord_4\": \"M\", \"percentile_measure\": 274002.0}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1355.5}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b574fe1e41fbc3b7e38b225b244aa5cb61136129 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:35:52.868076+00:00", + "ended_at": "2026-05-04T07:36:16.646343+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ae66869f6ecb5430", + "problem_id": "v2p_c14_63b5eb75fa2760b5", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_4, measure_col=id.", + "bindings": { + "group_col": "ord_4", + "measure_col": "id", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=140" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_ae66869f6ecb5430.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ae66869f6ecb5430", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 19840, + "output_tokens": 666, + "total_tokens": 24543, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 271, + "estimated_total_tokens": 4057, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22329.41, + "sql_execution_elapsed_ms_total": 1355.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_ae66869f6ecb5430\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..342fb3846257ca8481f2ae1006c69dd576306466 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:36:15.280450+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22329.41, "started_at": "2026-05-04T07:35:52.927674+00:00", "ended_at": "2026-05-04T07:36:15.256593+00:00", "prompt_metrics": {"chars": 11860, "bytes_utf8": 11860, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 880, "bytes_utf8": 880, "lines": 1, "estimated_tokens": 271}, "usage": {"input_tokens": 23877, "cached_input_tokens": 19840, "output_tokens": 666}, "stderr_preview": "2026-05-04T07:35:53.194311Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:35:55.753820Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INT) THEN \\\"measure_col\\\"\\n END) AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"group_col\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 95th percentile per ord_4 group as the smallest cast(id AS REAL) value at or above ceil(0.95 * group_size).\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fe0cc7d13b6f6089297d7b8460dc867092ab9218 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ae66869f6ecb5430/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ae66869f6ecb5430", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 19840, + "output_tokens": 666, + "total_tokens": 24543, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 271, + "estimated_total_tokens": 4057, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22329.41, + "sql_execution_elapsed_ms_total": 1355.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_ae66869f6ecb5430\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f2d0d7abc3793bad885dedb97d06d0643ed3ebf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11969, "bytes_utf8": 11969, "lines": 398, "estimated_tokens": 3825}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 528, "bytes_utf8": 528, "lines": 1, "estimated_tokens": 141}, "usage": {"input_tokens": 23914, "cached_input_tokens": 19840, "output_tokens": 157}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1eb23e6730355ac021d2042ceb751ac4022a65f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_af2db84d6c5f8fe6", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 19840, + "output_tokens": 157, + "total_tokens": 24071, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 141, + "estimated_total_tokens": 3966, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11437.87, + "sql_execution_elapsed_ms_total": 292.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_af2db84d6c5f8fe6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6dd54f693ef85fe94559c066d66c29ec5c397b92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:15:20.585181+00:00", + "ended_at": "2026-05-04T07:15:32.023147+00:00", + "elapsed_ms": 11437.87, + "prompt_metrics": { + "chars": 11969, + "bytes_utf8": 11969, + "lines": 398, + "estimated_tokens": 3825 + }, + "stdout_metrics": { + "chars": 868, + "bytes_utf8": 868, + "lines": 4, + "estimated_tokens": 258 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13178 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 528, + "bytes_utf8": 528, + "lines": 1, + "estimated_tokens": 141 + }, + "usage": { + "input_tokens": 23914, + "cached_input_tokens": 19840, + "output_tokens": 157 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a8c7f5b08ca8154b693c9e0cd4fc0ee55003246 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_4, measure_col=day.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "ord_4", + "measure_col": "day", + "entity_col": "ord_4", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..94294cbf24311d1c52bd1a5b7c700aad719c4121 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d7-6e2d-7510-b434-a6db68d290db"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"ord_4\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"ord_4\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Grouped Summary Top-k template with bound roles group_col=\\\"ord_4\\\", measure_col=\\\"day\\\", entity_col=\\\"ord_4\\\", and top_k=16. Cast \\\"day\\\" to REAL for SQLite-safe averaging because the schema snapshot shows it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":19840,"output_tokens":157}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e300f973453fdb21d94f69a65ee40396a770c60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"ord_4\",\n COUNT(*) AS support,\n AVG(CAST(\"day\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"ord_4\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"ord_4\"\nORDER BY support DESC\nLIMIT 16;","notes":"Used the provided Grouped Summary Top-k template with bound roles group_col=\"ord_4\", measure_col=\"day\", entity_col=\"ord_4\", and top_k=16. Cast \"day\" to REAL for SQLite-safe averaging because the schema snapshot shows it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..74f39d11e50fbf2ecc51c55258433519e56a12fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:15:20.854299Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:15:23.194031Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:15:31.000115Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef7de040ce0b4ab41b47d2df45fad2f5c6ed0662 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_4, measure_col=day. +Result preview: [{"ord_4": "L", "support": 19066, "avg_measure": 3.0147382775621527, "distinct_entities": 1}, {"ord_4": "G", "support": 18899, "avg_measure": 3.018625324091222, "distinct_entities": 1}, {"ord_4": "S", "support": 18875, "avg_measure": 3.013139072847682, "distinct_entities": 1}, {"ord_4": "A", "support": 18258, "avg_measure": 3.007120166502355, "distinct_entities": 1}, {"ord_4": "R", "support": 16927, "avg_measure": 3.0031310923376853, "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..52cd28c553aa8c54262b567aa9d1cf1fea0ee55c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_af2db84d6c5f8fe6 +-- problem_id: v2p_c14_c02ac93f70c70264 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", + COUNT(*) AS support, + AVG(CAST("day" AS REAL)) AS avg_measure, + COUNT(DISTINCT "ord_4") AS distinct_entities +FROM "c14" +GROUP BY "ord_4" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..515f9d9c41e282bc3541b47cf7106cfea8fb8a28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"ord_4\",\n COUNT(*) AS support,\n AVG(CAST(\"day\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"ord_4\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"ord_4\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"ord_4\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"ord_4\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nORDER BY support DESC\\nLIMIT 16;\", \"columns\": [\"ord_4\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"ord_4\": \"L\", \"support\": 19066, \"avg_measure\": 3.0147382775621527, \"distinct_entities\": 1}, {\"ord_4\": \"G\", \"support\": 18899, \"avg_measure\": 3.018625324091222, \"distinct_entities\": 1}, {\"ord_4\": \"S\", \"support\": 18875, \"avg_measure\": 3.013139072847682, \"distinct_entities\": 1}, {\"ord_4\": \"A\", \"support\": 18258, \"avg_measure\": 3.007120166502355, \"distinct_entities\": 1}, {\"ord_4\": \"R\", \"support\": 16927, \"avg_measure\": 3.0031310923376853, \"distinct_entities\": 1}, {\"ord_4\": \"Q\", \"support\": 15925, \"avg_measure\": 3.0055886970172683, \"distinct_entities\": 1}, {\"ord_4\": \"K\", \"support\": 14698, \"avg_measure\": 3.018097700367397, \"distinct_entities\": 1}, {\"ord_4\": \"I\", \"support\": 14644, \"avg_measure\": 3.024720021851953, \"distinct_entities\": 1}, {\"ord_4\": \"Z\", \"support\": 14232, \"avg_measure\": 3.034921304103429, \"distinct_entities\": 1}, {\"ord_4\": \"T\", \"support\": 14220, \"avg_measure\": 3.0025316455696203, \"distinct_entities\": 1}, {\"ord_4\": \"V\", \"support\": 14143, \"avg_measure\": 3.0139291522307854, \"distinct_entities\": 1}, {\"ord_4\": \"J\", \"support\": 12878, \"avg_measure\": 3.006911011026557, \"distinct_entities\": 1}, {\"ord_4\": \"P\", \"support\": 12839, \"avg_measure\": 3.0105148376041746, \"distinct_entities\": 1}, {\"ord_4\": \"U\", \"support\": 12775, \"avg_measure\": 3.0087671232876714, \"distinct_entities\": 1}, {\"ord_4\": \"H\", \"support\": 12743, \"avg_measure\": 3.004002197284784, \"distinct_entities\": 1}, {\"ord_4\": \"F\", \"support\": 11717, \"avg_measure\": 2.966458991209354, \"distinct_entities\": 1}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 292.46}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4843aad9969cebc9b0f5aba8a140848477d952fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:15:20.533743+00:00", + "ended_at": "2026-05-04T07:15:32.356309+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_af2db84d6c5f8fe6", + "problem_id": "v2p_c14_c02ac93f70c70264", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_4, measure_col=day.", + "bindings": { + "group_col": "ord_4", + "measure_col": "day", + "entity_col": "ord_4", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_af2db84d6c5f8fe6.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_af2db84d6c5f8fe6", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 19840, + "output_tokens": 157, + "total_tokens": 24071, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 141, + "estimated_total_tokens": 3966, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11437.87, + "sql_execution_elapsed_ms_total": 292.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_af2db84d6c5f8fe6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dae762f79808d0bce8573fb9e5f92c20df465a14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_af2db84d6c5f8fe6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:15:32.043187+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11437.87, "started_at": "2026-05-04T07:15:20.585181+00:00", "ended_at": "2026-05-04T07:15:32.023147+00:00", "prompt_metrics": {"chars": 11969, "bytes_utf8": 11969, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 528, "bytes_utf8": 528, "lines": 1, "estimated_tokens": 141}, "usage": {"input_tokens": 23914, "cached_input_tokens": 19840, "output_tokens": 157}, "stderr_preview": "2026-05-04T07:15:20.854299Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:15:23.194031Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_4, measure_col=day.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "bin_4", + "measure_col": "day", + "entity_col": "ord_4", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b3665cfd7f629d6a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b3665cfd7f629d6a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a90ffd86f31de9acf30865c8b7d29199c3f954be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b3665cfd7f629d6a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1da-a427-7273-80c6-fdc100507938"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_4\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_measure,\\n COUNT(DISTINCT \\\"ord_4\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Uses the provided Grouped Summary Top-k template with group_col=\\\"bin_4\\\", measure_col=\\\"day\\\", entity_col=\\\"ord_4\\\", and top_k=14. SQLite AVG will coerce numeric-like TEXT values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":22912,"output_tokens":180}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b3665cfd7f629d6a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b3665cfd7f629d6a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..29aa88f75b995df1c6a8edd196fd58805084079a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b3665cfd7f629d6a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_4\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_measure,\n COUNT(DISTINCT \"ord_4\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_4\"\nORDER BY support DESC\nLIMIT 14;","notes":"Uses the provided Grouped Summary Top-k template with group_col=\"bin_4\", measure_col=\"day\", entity_col=\"ord_4\", and top_k=14. SQLite AVG will coerce numeric-like TEXT values."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b3665cfd7f629d6a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b3665cfd7f629d6a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..51ee2e86090e225b922f14835d1e5e6bb256662e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b3665cfd7f629d6a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:18:51.278324Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:18:53.839541Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:19:05.185519Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b3665cfd7f629d6a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b3665cfd7f629d6a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5c50388eb30570366af76e85efcaa020f77a36b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b3665cfd7f629d6a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_4, measure_col=day. +Result preview: [{"bin_4": "Y", "support": 191633, "avg_measure": 3.0059593076349063, "distinct_entities": 26}, {"bin_4": "N", "support": 108367, "avg_measure": 3.0111011654839572, "distinct_entities": 26}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b3665cfd7f629d6a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b3665cfd7f629d6a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c96125552bfee7fcb174a03e8240220aaf6d83e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b3665cfd7f629d6a/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_b3665cfd7f629d6a +-- problem_id: v2p_c14_97568450d61cce64 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_4", + COUNT(*) AS support, + AVG("day") AS avg_measure, + COUNT(DISTINCT "ord_4") AS distinct_entities +FROM "c14" +GROUP BY "bin_4" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b3665cfd7f629d6a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b3665cfd7f629d6a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02b6e37d2628d9be0d2123fe3383b05fdf4e420c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b3665cfd7f629d6a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_4\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_measure,\n COUNT(DISTINCT \"ord_4\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_4\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_4\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_measure,\\n COUNT(DISTINCT \\\"ord_4\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"bin_4\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"bin_4\": \"Y\", \"support\": 191633, \"avg_measure\": 3.0059593076349063, \"distinct_entities\": 26}, {\"bin_4\": \"N\", \"support\": 108367, \"avg_measure\": 3.0111011654839572, \"distinct_entities\": 26}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 365.85}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b3665cfd7f629d6a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b3665cfd7f629d6a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c9378a54d6776ba8469ae2d1c85ca0ac652931b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b3665cfd7f629d6a/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:18:50.960137+00:00", + "ended_at": "2026-05-04T07:19:06.596287+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_b3665cfd7f629d6a", + "problem_id": "v2p_c14_97568450d61cce64", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_4, measure_col=day.", + "bindings": { + "group_col": "bin_4", + "measure_col": "day", + "entity_col": "ord_4", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=11", + "sql_variant_index=1/2", + "binding_index=94" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_b3665cfd7f629d6a.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_b3665cfd7f629d6a", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 180, + "total_tokens": 24094, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 125, + "estimated_total_tokens": 3950, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15166.67, + "sql_execution_elapsed_ms_total": 365.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_b3665cfd7f629d6a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b3665cfd7f629d6a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b3665cfd7f629d6a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2522c0c6cc9e4c8fb05ad2704726044a80167f20 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b3665cfd7f629d6a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:19:06.208539+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15166.67, "started_at": "2026-05-04T07:18:51.022535+00:00", "ended_at": "2026-05-04T07:19:06.188888+00:00", "prompt_metrics": {"chars": 11964, "bytes_utf8": 11964, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 180}, "stderr_preview": "2026-05-04T07:18:51.278324Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:18:53.839541Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_1, group_col_2=nom_1, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_1", + "group_col_2": "nom_1", + "target_col": "target", + "target_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b5c9bc074b0c50bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b5c9bc074b0c50bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1dd45efc4b7e069c25d84d5b598f372cd8dade5c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b5c9bc074b0c50bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c5-a6ab-7670-ad1a-f47b9cf74417"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_1\\\", \\\"nom_1\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\", \\\"nom_1\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Uses the required Two-Axis Target Rate Surface template with group_col=\\\"bin_1\\\", group_col_2=\\\"nom_1\\\", and target_col=\\\"target\\\", computing the rate of target='1' per group pair in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23943,"cached_input_tokens":19840,"output_tokens":143}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b5c9bc074b0c50bb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b5c9bc074b0c50bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bd82e2f6d50769d2b574fa68ae88974346d45a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b5c9bc074b0c50bb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_1\", \"nom_1\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_1\", \"nom_1\"\nORDER BY target_rate DESC;","notes":"Uses the required Two-Axis Target Rate Surface template with group_col=\"bin_1\", group_col_2=\"nom_1\", and target_col=\"target\", computing the rate of target='1' per group pair in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b5c9bc074b0c50bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b5c9bc074b0c50bb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da45e3abb0596c07ccc6e052bb5f5281de587b8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b5c9bc074b0c50bb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:55:55.699487Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:55:58.186720Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:56:06.902879Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b5c9bc074b0c50bb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b5c9bc074b0c50bb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ea297c0f029a30897fb5601a27d2d570788afad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b5c9bc074b0c50bb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_1, group_col_2=nom_1, target_col=target. +Result preview: [{"bin_1": "0", "nom_1": "Triangle", "target_rate": 0.3915296237891417}, {"bin_1": "0", "nom_1": "Square", "target_rate": 0.363241717991155}, {"bin_1": "0", "nom_1": "Polygon", "target_rate": 0.34155428060502196}, {"bin_1": "0", "nom_1": "Star", "target_rate": 0.33205173016427825}, {"bin_1": "0", "nom_1": "Trapezoid", "target_rate": 0.31368373417805756}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b5c9bc074b0c50bb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b5c9bc074b0c50bb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a4d28a06afba37b27e48f1f2d112344a30ca3c23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b5c9bc074b0c50bb/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_b5c9bc074b0c50bb +-- problem_id: v2p_c14_79953234ec6d97f8 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", "nom_1", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_1", "nom_1" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b5c9bc074b0c50bb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b5c9bc074b0c50bb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8341be1a8f311227fecbf239ed3e867c1c0f398 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b5c9bc074b0c50bb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_1\", \"nom_1\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_1\", \"nom_1\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_1\\\", \\\"nom_1\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\", \\\"nom_1\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"bin_1\", \"nom_1\", \"target_rate\"], \"rows\": [{\"bin_1\": \"0\", \"nom_1\": \"Triangle\", \"target_rate\": 0.3915296237891417}, {\"bin_1\": \"0\", \"nom_1\": \"Square\", \"target_rate\": 0.363241717991155}, {\"bin_1\": \"0\", \"nom_1\": \"Polygon\", \"target_rate\": 0.34155428060502196}, {\"bin_1\": \"0\", \"nom_1\": \"Star\", \"target_rate\": 0.33205173016427825}, {\"bin_1\": \"0\", \"nom_1\": \"Trapezoid\", \"target_rate\": 0.31368373417805756}, {\"bin_1\": \"1\", \"nom_1\": \"Triangle\", \"target_rate\": 0.2724543080939948}, {\"bin_1\": \"1\", \"nom_1\": \"Square\", \"target_rate\": 0.2686028257456829}, {\"bin_1\": \"0\", \"nom_1\": \"Circle\", \"target_rate\": 0.26645938031020644}, {\"bin_1\": \"1\", \"nom_1\": \"Star\", \"target_rate\": 0.247061873487729}, {\"bin_1\": \"1\", \"nom_1\": \"Polygon\", \"target_rate\": 0.2401892269648425}, {\"bin_1\": \"1\", \"nom_1\": \"Trapezoid\", \"target_rate\": 0.2218980343980344}, {\"bin_1\": \"1\", \"nom_1\": \"Circle\", \"target_rate\": 0.1861090984370148}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 461.54}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b5c9bc074b0c50bb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b5c9bc074b0c50bb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..19acd884bd8b5b792066007904ccea12ddd15163 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b5c9bc074b0c50bb/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:55:55.365553+00:00", + "ended_at": "2026-05-04T06:56:08.233448+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_b5c9bc074b0c50bb", + "problem_id": "v2p_c14_79953234ec6d97f8", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_1, group_col_2=nom_1, target_col=target.", + "bindings": { + "group_col": "bin_1", + "group_col_2": "nom_1", + "target_col": "target", + "target_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=21" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_b5c9bc074b0c50bb.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_b5c9bc074b0c50bb", + "api_calls": 0, + "input_tokens": 23943, + "cached_input_tokens": 19840, + "output_tokens": 143, + "total_tokens": 24086, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3852, + "estimated_output_tokens": 127, + "estimated_total_tokens": 3979, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12323.05, + "sql_execution_elapsed_ms_total": 461.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_b5c9bc074b0c50bb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b5c9bc074b0c50bb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b5c9bc074b0c50bb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6cefae550f508b2345c6cf5da5e09b94504d30b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b5c9bc074b0c50bb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:56:07.766325+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12323.05, "started_at": "2026-05-04T06:55:55.424851+00:00", "ended_at": "2026-05-04T06:56:07.748148+00:00", "prompt_metrics": {"chars": 11971, "bytes_utf8": 11971, "lines": 399, "estimated_tokens": 3852}, "response_metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 23943, "cached_input_tokens": 19840, "output_tokens": 143}, "stderr_preview": "2026-05-04T06:55:55.699487Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:55:58.186720Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_0, measure_col=id.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ord_0", + "measure_col": "id", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8bd88c0a9a0dc83/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8bd88c0a9a0dc83/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a47ab792cc7f1264d9906e7cf4e8d8f8c3b2a6f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8bd88c0a9a0dc83/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e7-60d6-7492-a174-e896344b2fd3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_0\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_0\\\"\\n ORDER BY CAST(\\\"id\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_0\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_0\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"ord_0\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((\\\"cnt\\\" * 95) + 99) / 100 AS INTEGER)\\n)\\nSELECT\\n \\\"ord_0\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \\\"ord_0\\\" group via window functions. \\\"id\\\" is stored as TEXT in the schema, so it is cast to REAL before ordering and returning the percentile measure.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":19840,"output_tokens":641}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8bd88c0a9a0dc83/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8bd88c0a9a0dc83/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18078ceb9134ea295a6270a1103a5042b26ab725 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8bd88c0a9a0dc83/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_0\",\n CAST(\"id\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_0\"\n ORDER BY CAST(\"id\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_0\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_0\" IS NOT NULL\n AND \"id\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"ord_0\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((\"cnt\" * 95) + 99) / 100 AS INTEGER)\n)\nSELECT\n \"ord_0\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \"ord_0\" group via window functions. \"id\" is stored as TEXT in the schema, so it is cast to REAL before ordering and returning the percentile measure."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8bd88c0a9a0dc83/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8bd88c0a9a0dc83/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a594cd67ed6311b04f7c2747b57d40745e6463b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8bd88c0a9a0dc83/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:32:45.975037Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:32:48.659038Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:33:06.729598Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8bd88c0a9a0dc83/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8bd88c0a9a0dc83/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf7123b4382bda4bf3da9d5fe78afde30eca9b49 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8bd88c0a9a0dc83/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_0, measure_col=id. +Result preview: [{"ord_0": "1", "percentile_measure": 285036.0}, {"ord_0": "3", "percentile_measure": 285035.0}, {"ord_0": "2", "percentile_measure": 284909.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8bd88c0a9a0dc83/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8bd88c0a9a0dc83/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a407e7db4538fa189ebb03c053c25456f5ab197c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8bd88c0a9a0dc83/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_b8bd88c0a9a0dc83 +-- problem_id: v2p_c14_f09e6cd0d9d50f29 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_0", + CAST("id" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_0" + ORDER BY CAST("id" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_0" + ) AS "cnt" + FROM "c14" + WHERE "ord_0" IS NOT NULL + AND "id" IS NOT NULL +), +"picked" AS ( + SELECT + "ord_0", + "measure_value" + FROM "ranked" + WHERE "rn" = CAST((("cnt" * 95) + 99) / 100 AS INTEGER) +) +SELECT + "ord_0", + "measure_value" AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8bd88c0a9a0dc83/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8bd88c0a9a0dc83/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd8494ff29cb9aace7f7e1f8c324ce9dff2bd9a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8bd88c0a9a0dc83/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_0\",\n CAST(\"id\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_0\"\n ORDER BY CAST(\"id\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_0\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_0\" IS NOT NULL\n AND \"id\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"ord_0\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((\"cnt\" * 95) + 99) / 100 AS INTEGER)\n)\nSELECT\n \"ord_0\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_0\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_0\\\"\\n ORDER BY CAST(\\\"id\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_0\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_0\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"ord_0\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((\\\"cnt\\\" * 95) + 99) / 100 AS INTEGER)\\n)\\nSELECT\\n \\\"ord_0\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"ord_0\", \"percentile_measure\"], \"rows\": [{\"ord_0\": \"1\", \"percentile_measure\": 285036.0}, {\"ord_0\": \"3\", \"percentile_measure\": 285035.0}, {\"ord_0\": \"2\", \"percentile_measure\": 284909.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1259.51}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8bd88c0a9a0dc83/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8bd88c0a9a0dc83/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7e5405e917e613baecc463d48dcfa2f877ee5418 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8bd88c0a9a0dc83/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:32:45.707992+00:00", + "ended_at": "2026-05-04T07:33:09.194848+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_b8bd88c0a9a0dc83", + "problem_id": "v2p_c14_f09e6cd0d9d50f29", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_0, measure_col=id.", + "bindings": { + "group_col": "ord_0", + "measure_col": "id", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=136" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_b8bd88c0a9a0dc83.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_b8bd88c0a9a0dc83", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 19840, + "output_tokens": 641, + "total_tokens": 24518, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 286, + "estimated_total_tokens": 4072, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22135.57, + "sql_execution_elapsed_ms_total": 1259.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_b8bd88c0a9a0dc83\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8bd88c0a9a0dc83/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8bd88c0a9a0dc83/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..326d2af33e1d132a14c01f4d7d3369cafc1d127c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8bd88c0a9a0dc83/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:33:07.927670+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22135.57, "started_at": "2026-05-04T07:32:45.772446+00:00", "ended_at": "2026-05-04T07:33:07.907687+00:00", "prompt_metrics": {"chars": 11860, "bytes_utf8": 11860, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 937, "bytes_utf8": 937, "lines": 1, "estimated_tokens": 286}, "usage": {"input_tokens": 23877, "cached_input_tokens": 19840, "output_tokens": 641}, "stderr_preview": "2026-05-04T07:32:45.975037Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:32:48.659038Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8eb12442d4a6dcd/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8eb12442d4a6dcd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1eae828b6aaa7099f38e222b33e1592360e0a855 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8eb12442d4a6dcd/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_b8eb12442d4a6dcd\n-- problem_id: v2p_c14_aeb8d480fbbdf851\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_5\",\n COUNT(*) AS support,\n AVG(\"month\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_b8eb12442d4a6dcd\\n-- problem_id: v2p_c14_aeb8d480fbbdf851\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"month\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_5\", \"support\", \"avg_response\"], \"rows\": [{\"nom_5\": \"f7821e391\", \"support\": 2801, \"avg_response\": 5.821135308818279}, {\"nom_5\": \"06eeaf0aa\", \"support\": 2750, \"avg_response\": 5.678181818181818}, {\"nom_5\": \"472efea17\", \"support\": 2729, \"avg_response\": 5.783803591058996}, {\"nom_5\": \"20b10a832\", \"support\": 2725, \"avg_response\": 5.771376146788991}, {\"nom_5\": \"b97f51ac4\", \"support\": 2717, \"avg_response\": 5.784688995215311}, {\"nom_5\": \"475e79160\", \"support\": 2714, \"avg_response\": 5.689756816507001}, {\"nom_5\": \"778fdbe56\", \"support\": 2692, \"avg_response\": 5.763744427934621}, {\"nom_5\": \"416a8f3ab\", \"support\": 2683, \"avg_response\": 5.776369735370854}, {\"nom_5\": \"6c90f81cd\", \"support\": 2674, \"avg_response\": 5.6821241585639495}, {\"nom_5\": \"5a466e166\", \"support\": 2673, \"avg_response\": 5.7059483726150395}, {\"nom_5\": \"640e1fdd5\", \"support\": 2670, \"avg_response\": 5.677902621722846}, {\"nom_5\": \"72f8028dc\", \"support\": 2663, \"avg_response\": 5.840030041306797}, {\"nom_5\": \"e9f44a509\", \"support\": 2653, \"avg_response\": 5.752355823595929}, {\"nom_5\": \"4845cc770\", \"support\": 2650, \"avg_response\": 5.874716981132075}, {\"nom_5\": \"4e28ceffa\", \"support\": 2643, \"avg_response\": 5.802118804388952}, {\"nom_5\": \"46cab09da\", \"support\": 2639, \"avg_response\": 5.689655172413793}, {\"nom_5\": \"83b38aa6b\", \"support\": 2630, \"avg_response\": 5.790494296577947}, {\"nom_5\": \"2ff007c26\", \"support\": 2630, \"avg_response\": 5.70190114068441}, {\"nom_5\": \"de04b8750\", \"support\": 2613, \"avg_response\": 5.817451205510907}, {\"nom_5\": \"eb69430d6\", \"support\": 2603, \"avg_response\": 5.804840568574721}, {\"nom_5\": \"5a94fc1d9\", \"support\": 2597, \"avg_response\": 5.6476703889102815}, {\"nom_5\": \"50f116bcf\", \"support\": 2594, \"avg_response\": 5.740169622205089}, {\"nom_5\": \"908a1b9c9\", \"support\": 2579, \"avg_response\": 5.778984102365258}, {\"nom_5\": \"bd40c81f3\", \"support\": 2577, \"avg_response\": 5.768335273573923}, {\"nom_5\": \"66669a44f\", \"support\": 2554, \"avg_response\": 5.815583398590446}, {\"nom_5\": \"9ad6558d1\", \"support\": 2545, \"avg_response\": 5.820039292730844}, {\"nom_5\": \"0b3bec656\", \"support\": 2535, \"avg_response\": 5.733727810650888}, {\"nom_5\": \"3263bdce5\", \"support\": 2524, \"avg_response\": 5.788827258320127}, {\"nom_5\": \"30a15b6bd\", \"support\": 2477, \"avg_response\": 5.756964069438837}, {\"nom_5\": \"3685a0904\", \"support\": 2457, \"avg_response\": 5.854700854700854}, {\"nom_5\": \"e70a6270d\", \"support\": 2449, \"avg_response\": 5.754593711719069}, {\"nom_5\": \"91bde92fa\", \"support\": 2433, \"avg_response\": 5.79284833538841}, {\"nom_5\": \"115a252ba\", \"support\": 2399, \"avg_response\": 5.775323051271363}, {\"nom_5\": \"df51b96fc\", \"support\": 2391, \"avg_response\": 5.710581346716855}, {\"nom_5\": \"5b1a9f841\", \"support\": 2389, \"avg_response\": 5.707827542904981}, {\"nom_5\": \"8dcf8adfb\", \"support\": 2387, \"avg_response\": 5.874319229157939}, {\"nom_5\": \"0dee9b39a\", \"support\": 2349, \"avg_response\": 5.785014899957429}, {\"nom_5\": \"6cd0619e0\", \"support\": 2346, \"avg_response\": 5.6568627450980395}, {\"nom_5\": \"2979f0d45\", \"support\": 2344, \"avg_response\": 5.945392491467577}, {\"nom_5\": \"30a530eab\", \"support\": 2325, \"avg_response\": 5.86752688172043}, {\"nom_5\": \"2cadfed8e\", \"support\": 2289, \"avg_response\": 5.723023154215815}, {\"nom_5\": \"f50eb07ae\", \"support\": 2278, \"avg_response\": 5.82089552238806}, {\"nom_5\": \"b0faff28f\", \"support\": 2262, \"avg_response\": 5.838638373121132}, {\"nom_5\": \"be4578201\", \"support\": 2230, \"avg_response\": 5.755156950672646}, {\"nom_5\": \"a3f640358\", \"support\": 2229, \"avg_response\": 5.754598474652311}, {\"nom_5\": \"60a44c8f4\", \"support\": 2223, \"avg_response\": 5.840755735492578}, {\"nom_5\": \"e7d9ca356\", \"support\": 2214, \"avg_response\": 5.823848238482385}, {\"nom_5\": \"159a7306f\", \"support\": 2168, \"avg_response\": 5.7011070110701105}, {\"nom_5\": \"0de4acd31\", \"support\": 2139, \"avg_response\": 5.691912108461898}, {\"nom_5\": \"5d18641ff\", \"support\": 2121, \"avg_response\": 5.696369636963697}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 331.38}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8eb12442d4a6dcd/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8eb12442d4a6dcd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1749096eb2a9d2ae6da8dd8bca411f0dc8241fc2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8eb12442d4a6dcd/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:53.804037+00:00", + "ended_at": "2026-05-04T07:37:54.141751+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_b8eb12442d4a6dcd", + "problem_id": "v2p_c14_aeb8d480fbbdf851", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=month, key_col=nom_5.", + "bindings": { + "key_col": "nom_5", + "measure_col": "month", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_b8eb12442d4a6dcd.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8eb12442d4a6dcd/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8eb12442d4a6dcd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_b8eb12442d4a6dcd/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..46761bb7b0edd098f2e76ffbfb20a0d225c8032a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11987, "bytes_utf8": 11987, "lines": 400, "estimated_tokens": 3845}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 23936, "cached_input_tokens": 6528, "output_tokens": 143}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..aa045041722113561e756740b0c6924daff121b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_bb7a0737e1b10f00", + "api_calls": 0, + "input_tokens": 23936, + "cached_input_tokens": 6528, + "output_tokens": 143, + "total_tokens": 24079, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3845, + "estimated_output_tokens": 127, + "estimated_total_tokens": 3972, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11108.41, + "sql_execution_elapsed_ms_total": 177.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_bb7a0737e1b10f00\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0ab7f494cbe82b2fc0c3514296c47400b750d172 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:50:38.720805+00:00", + "ended_at": "2026-05-04T06:50:49.829613+00:00", + "elapsed_ms": 11108.41, + "prompt_metrics": { + "chars": 11987, + "bytes_utf8": 11987, + "lines": 400, + "estimated_tokens": 3845 + }, + "stdout_metrics": { + "chars": 788, + "bytes_utf8": 788, + "lines": 4, + "estimated_tokens": 242 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13199 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 448, + "bytes_utf8": 448, + "lines": 1, + "estimated_tokens": 127 + }, + "usage": { + "input_tokens": 23936, + "cached_input_tokens": 6528, + "output_tokens": 143 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d10900afb8c5e334c1bc1578df75255941060f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,400 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=bin_4.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "bin_0", + "group_col_2": "bin_4", + "predicate_col": "bin_2", + "predicate_op": "=", + "predicate_value": "1", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6e96c013dd91d8ff4a6f2bc96299b0a78bf967e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c0-d184-7511-bedb-44c0ba5e38fa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bin_0\\\", \\\"bin_4\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nWHERE \\\"bin_2\\\" = '1'\\nGROUP BY \\\"bin_0\\\", \\\"bin_4\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with fixed bindings: group_col=\\\"bin_0\\\", group_col_2=\\\"bin_4\\\", predicate_col=\\\"bin_2\\\", predicate_op=\\\"=\\\", predicate_value='1'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23936,"cached_input_tokens":6528,"output_tokens":143}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e56d144d76d235bff877fb212a3cb0243e94dbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bin_0\", \"bin_4\", COUNT(*) AS row_count\nFROM \"c14\"\nWHERE \"bin_2\" = '1'\nGROUP BY \"bin_0\", \"bin_4\"\nORDER BY row_count DESC;","notes":"Used the provided filtered two-dimensional group count template with fixed bindings: group_col=\"bin_0\", group_col_2=\"bin_4\", predicate_col=\"bin_2\", predicate_op=\"=\", predicate_value='1'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4de11407166d29ba73f73a61167b939805267551 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:50:38.935336Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:50:41.221690Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:50:49.155882Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a8085157006502f833a40ea157db75f19e67bf4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=bin_4. +Result preview: [{"bin_0": "0", "bin_4": "Y", "row_count": 63961}, {"bin_0": "0", "bin_4": "N", "row_count": 36325}, {"bin_0": "1", "bin_4": "Y", "row_count": 9350}, {"bin_0": "1", "bin_4": "N", "row_count": 5331}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..22e4a36a61c581b0beb7edceca8fbe8cebc76fdb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c14_bb7a0737e1b10f00 +-- problem_id: v2p_c14_67a5813363ba2f24 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "bin_4", COUNT(*) AS row_count +FROM "c14" +WHERE "bin_2" = '1' +GROUP BY "bin_0", "bin_4" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd72a723a6cdd9b61551e1443b12fad531243ea3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bin_0\", \"bin_4\", COUNT(*) AS row_count\nFROM \"c14\"\nWHERE \"bin_2\" = '1'\nGROUP BY \"bin_0\", \"bin_4\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bin_0\\\", \\\"bin_4\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nWHERE \\\"bin_2\\\" = '1'\\nGROUP BY \\\"bin_0\\\", \\\"bin_4\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"bin_0\", \"bin_4\", \"row_count\"], \"rows\": [{\"bin_0\": \"0\", \"bin_4\": \"Y\", \"row_count\": 63961}, {\"bin_0\": \"0\", \"bin_4\": \"N\", \"row_count\": 36325}, {\"bin_0\": \"1\", \"bin_4\": \"Y\", \"row_count\": 9350}, {\"bin_0\": \"1\", \"bin_4\": \"N\", \"row_count\": 5331}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 177.15}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6615fb208185fcfbc27b10deff8bdec27d1f78ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:50:38.667968+00:00", + "ended_at": "2026-05-04T06:50:50.032075+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_bb7a0737e1b10f00", + "problem_id": "v2p_c14_67a5813363ba2f24", + "dataset_id": "c14", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=bin_4.", + "bindings": { + "group_col": "bin_0", + "group_col_2": "bin_4", + "predicate_col": "bin_2", + "predicate_op": "=", + "predicate_value": "1", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=3" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_bb7a0737e1b10f00.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_bb7a0737e1b10f00", + "api_calls": 0, + "input_tokens": 23936, + "cached_input_tokens": 6528, + "output_tokens": 143, + "total_tokens": 24079, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3845, + "estimated_output_tokens": 127, + "estimated_total_tokens": 3972, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11108.41, + "sql_execution_elapsed_ms_total": 177.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_bb7a0737e1b10f00\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..383f49f89382eb14cc3807d23209d80cd07c5a7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb7a0737e1b10f00/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:50:49.847566+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11108.41, "started_at": "2026-05-04T06:50:38.720805+00:00", "ended_at": "2026-05-04T06:50:49.829613+00:00", "prompt_metrics": {"chars": 11987, "bytes_utf8": 11987, "lines": 400, "estimated_tokens": 3845}, "response_metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 23936, "cached_input_tokens": 6528, "output_tokens": 143}, "stderr_preview": "2026-05-04T06:50:38.935336Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:50:41.221690Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_1, group_col_2=nom_1, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_1", + "group_col_2": "nom_1", + "target_col": "target", + "target_value": "1", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb8c50652e1b74c1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb8c50652e1b74c1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a013a477543e0cd15b8b7c64602d3e2d18f5fee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb8c50652e1b74c1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c5-d917-7731-a48c-e040328edd6e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_1\\\", \\\"nom_1\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\", \\\"nom_1\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=bin_1, group_col_2=nom_1, target_col=target, target_value='1'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23944,"cached_input_tokens":19840,"output_tokens":147}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb8c50652e1b74c1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb8c50652e1b74c1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..120adabc9ff0504a33ee97f978696bd240ca55fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb8c50652e1b74c1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_1\", \"nom_1\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_1\", \"nom_1\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=bin_1, group_col_2=nom_1, target_col=target, target_value='1'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb8c50652e1b74c1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb8c50652e1b74c1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a05264294ecf094396436d7c897b209f3e20528 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb8c50652e1b74c1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:56:08.536596Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:56:11.148853Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:56:18.921668Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb8c50652e1b74c1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb8c50652e1b74c1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bafe4e777fbe1a9f1a1436b5b0272e30e65efe62 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb8c50652e1b74c1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_1, group_col_2=nom_1, target_col=target. +Result preview: [{"bin_1": "0", "nom_1": "Triangle", "target_rate": 0.3915296237891417}, {"bin_1": "0", "nom_1": "Square", "target_rate": 0.363241717991155}, {"bin_1": "0", "nom_1": "Polygon", "target_rate": 0.34155428060502196}, {"bin_1": "0", "nom_1": "Star", "target_rate": 0.33205173016427825}, {"bin_1": "0", "nom_1": "Trapezoid", "target_rate": 0.31368373417805756}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb8c50652e1b74c1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb8c50652e1b74c1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e19ec5db25c83cb9f14c886118c4489d0f86e84b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb8c50652e1b74c1/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_bb8c50652e1b74c1 +-- problem_id: v2p_c14_b8fb9ede9ebada59 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", "nom_1", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_1", "nom_1" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb8c50652e1b74c1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb8c50652e1b74c1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..01de414c870ff91ae2f0fe66e1a30d25d21b7e8a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb8c50652e1b74c1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_1\", \"nom_1\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_1\", \"nom_1\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_1\\\", \\\"nom_1\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\", \\\"nom_1\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bin_1\", \"nom_1\", \"target_rate\"], \"rows\": [{\"bin_1\": \"0\", \"nom_1\": \"Triangle\", \"target_rate\": 0.3915296237891417}, {\"bin_1\": \"0\", \"nom_1\": \"Square\", \"target_rate\": 0.363241717991155}, {\"bin_1\": \"0\", \"nom_1\": \"Polygon\", \"target_rate\": 0.34155428060502196}, {\"bin_1\": \"0\", \"nom_1\": \"Star\", \"target_rate\": 0.33205173016427825}, {\"bin_1\": \"0\", \"nom_1\": \"Trapezoid\", \"target_rate\": 0.31368373417805756}, {\"bin_1\": \"1\", \"nom_1\": \"Triangle\", \"target_rate\": 0.2724543080939948}, {\"bin_1\": \"1\", \"nom_1\": \"Square\", \"target_rate\": 0.2686028257456829}, {\"bin_1\": \"0\", \"nom_1\": \"Circle\", \"target_rate\": 0.26645938031020644}, {\"bin_1\": \"1\", \"nom_1\": \"Star\", \"target_rate\": 0.247061873487729}, {\"bin_1\": \"1\", \"nom_1\": \"Polygon\", \"target_rate\": 0.2401892269648425}, {\"bin_1\": \"1\", \"nom_1\": \"Trapezoid\", \"target_rate\": 0.2218980343980344}, {\"bin_1\": \"1\", \"nom_1\": \"Circle\", \"target_rate\": 0.1861090984370148}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 470.12}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb8c50652e1b74c1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb8c50652e1b74c1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5758a8af81899e51a10214d441999c7f714b9b0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb8c50652e1b74c1/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:56:08.238714+00:00", + "ended_at": "2026-05-04T06:56:20.170038+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_bb8c50652e1b74c1", + "problem_id": "v2p_c14_b8fb9ede9ebada59", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_1, group_col_2=nom_1, target_col=target.", + "bindings": { + "group_col": "bin_1", + "group_col_2": "nom_1", + "target_col": "target", + "target_value": "1", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=21" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_bb8c50652e1b74c1.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_bb8c50652e1b74c1", + "api_calls": 0, + "input_tokens": 23944, + "cached_input_tokens": 19840, + "output_tokens": 147, + "total_tokens": 24091, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3853, + "estimated_output_tokens": 131, + "estimated_total_tokens": 3984, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11372.73, + "sql_execution_elapsed_ms_total": 470.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_bb8c50652e1b74c1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb8c50652e1b74c1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb8c50652e1b74c1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e2fc468a836473e643c134a16e5dfdceabc321aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bb8c50652e1b74c1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:56:19.691014+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11372.73, "started_at": "2026-05-04T06:56:08.296742+00:00", "ended_at": "2026-05-04T06:56:19.670233+00:00", "prompt_metrics": {"chars": 11979, "bytes_utf8": 11979, "lines": 399, "estimated_tokens": 3853}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 23944, "cached_input_tokens": 19840, "output_tokens": 147}, "stderr_preview": "2026-05-04T06:56:08.536596Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:56:11.148853Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_4, measure_col=month.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "nom_4", + "measure_col": "month", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bc539439626c6abf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bc539439626c6abf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b37c1e24a2d41d80d551c62c84c777cebbe9f77 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bc539439626c6abf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e6-ba02-7462-a8c7-75b24b8f6503"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_4\\\",\\n CAST(\\\"month\\\" AS INTEGER) AS \\\"month_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_4\\\"\\n ORDER BY CAST(\\\"month\\\" AS INTEGER)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"nom_4\\\") AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"nom_4\\\",\\n \\\"month_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1\\n)\\nSELECT\\n \\\"nom_4\\\",\\n \\\"month_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank style 90th-percentile approximation with window functions on \\\"month\\\" cast to INTEGER.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":3968,"output_tokens":356}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bc539439626c6abf/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bc539439626c6abf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9b2e0715fcf27de0fa8d453a571ba80f41c0717 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bc539439626c6abf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_4\",\n CAST(\"month\" AS INTEGER) AS \"month_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_4\"\n ORDER BY CAST(\"month\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"nom_4\") AS \"cnt\"\n FROM \"c14\"\n),\n\"picked\" AS (\n SELECT\n \"nom_4\",\n \"month_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((\"cnt\" - 1) * 0.9) AS INTEGER) + 1\n)\nSELECT\n \"nom_4\",\n \"month_value\" AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank style 90th-percentile approximation with window functions on \"month\" cast to INTEGER."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bc539439626c6abf/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bc539439626c6abf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ceaad889696b7766f6594efd823cf5b527529db0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bc539439626c6abf/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:32:03.281725Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:32:05.870164Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:32:17.621895Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bc539439626c6abf/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bc539439626c6abf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b353c1fd15373525c4839a721a45f7285ff73539 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bc539439626c6abf/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_4, measure_col=month. +Result preview: [{"nom_4": "Bassoon", "percentile_measure": 11}, {"nom_4": "Oboe", "percentile_measure": 11}, {"nom_4": "Piano", "percentile_measure": 11}, {"nom_4": "Theremin", "percentile_measure": 11}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bc539439626c6abf/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bc539439626c6abf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dbfc828ebe95345eb190f32cf02325ab202cee99 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bc539439626c6abf/generated_sql.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_bc539439626c6abf +-- problem_id: v2p_c14_6dfae619efc49148 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_4", + CAST("month" AS INTEGER) AS "month_value", + ROW_NUMBER() OVER ( + PARTITION BY "nom_4" + ORDER BY CAST("month" AS INTEGER) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "nom_4") AS "cnt" + FROM "c14" +), +"picked" AS ( + SELECT + "nom_4", + "month_value" + FROM "ranked" + WHERE "rn" = CAST((("cnt" - 1) * 0.9) AS INTEGER) + 1 +) +SELECT + "nom_4", + "month_value" AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bc539439626c6abf/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bc539439626c6abf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f75e5224b90894bec573fc1d93d6c9dede9df58f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bc539439626c6abf/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_4\",\n CAST(\"month\" AS INTEGER) AS \"month_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_4\"\n ORDER BY CAST(\"month\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"nom_4\") AS \"cnt\"\n FROM \"c14\"\n),\n\"picked\" AS (\n SELECT\n \"nom_4\",\n \"month_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((\"cnt\" - 1) * 0.9) AS INTEGER) + 1\n)\nSELECT\n \"nom_4\",\n \"month_value\" AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_4\\\",\\n CAST(\\\"month\\\" AS INTEGER) AS \\\"month_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_4\\\"\\n ORDER BY CAST(\\\"month\\\" AS INTEGER)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"nom_4\\\") AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"nom_4\\\",\\n \\\"month_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1\\n)\\nSELECT\\n \\\"nom_4\\\",\\n \\\"month_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"nom_4\", \"percentile_measure\"], \"rows\": [{\"nom_4\": \"Bassoon\", \"percentile_measure\": 11}, {\"nom_4\": \"Oboe\", \"percentile_measure\": 11}, {\"nom_4\": \"Piano\", \"percentile_measure\": 11}, {\"nom_4\": \"Theremin\", \"percentile_measure\": 11}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1358.98}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bc539439626c6abf/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bc539439626c6abf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1f7ea5df6fbf21ae04359502924fc93809f84502 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bc539439626c6abf/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:32:02.960872+00:00", + "ended_at": "2026-05-04T07:32:19.904375+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_bc539439626c6abf", + "problem_id": "v2p_c14_6dfae619efc49148", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_4, measure_col=month.", + "bindings": { + "group_col": "nom_4", + "measure_col": "month", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=135" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_bc539439626c6abf.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_bc539439626c6abf", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 3968, + "output_tokens": 356, + "total_tokens": 24233, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 242, + "estimated_total_tokens": 4028, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15491.46, + "sql_execution_elapsed_ms_total": 1358.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_bc539439626c6abf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bc539439626c6abf/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bc539439626c6abf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3bc989a941e7cf1dd5c18d054b697f0755639ce3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bc539439626c6abf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:32:18.537150+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15491.46, "started_at": "2026-05-04T07:32:03.025954+00:00", "ended_at": "2026-05-04T07:32:18.517143+00:00", "prompt_metrics": {"chars": 11859, "bytes_utf8": 11859, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 790, "bytes_utf8": 790, "lines": 1, "estimated_tokens": 242}, "usage": {"input_tokens": 23877, "cached_input_tokens": 3968, "output_tokens": 356}, "stderr_preview": "2026-05-04T07:32:03.281725Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:32:05.870164Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_2, measure_col=ord_0.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "nom_2", + "measure_col": "ord_0", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8671df417e55a6a640c2b9b909663a5f89f51fc8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e5-62d6-7771-b592-f9cf6b312511"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_2\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"ord_0_num\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"nom_2\\\"\\n ORDER BY CAST(\\\"ord_0\\\" AS REAL)\\n ) AS \\\"cum_dist\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_2\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"nom_2\\\",\\n MIN(\\\"ord_0_num\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cum_dist\\\" >= 0.9\\n GROUP BY \\\"nom_2\\\"\\n)\\nSELECT\\n \\\"nom_2\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"nom_2\\\" ASC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() to return the smallest ord_0 value at or above the 90th percentile within each nom_2 group. ord_0 is cast from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23881,"cached_input_tokens":19840,"output_tokens":547}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0c3ddf14229f4a218d027d98477f4431247774d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_2\",\n CAST(\"ord_0\" AS REAL) AS \"ord_0_num\",\n CUME_DIST() OVER (\n PARTITION BY \"nom_2\"\n ORDER BY CAST(\"ord_0\" AS REAL)\n ) AS \"cum_dist\"\n FROM \"c14\"\n WHERE \"nom_2\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"nom_2\",\n MIN(\"ord_0_num\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"cum_dist\" >= 0.9\n GROUP BY \"nom_2\"\n)\nSELECT\n \"nom_2\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC, \"nom_2\" ASC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() to return the smallest ord_0 value at or above the 90th percentile within each nom_2 group. ord_0 is cast from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f3eb085b4065b02206aad9d46e714abee8c4605 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:30:35.410070Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:30:37.766087Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:30:53.031851Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6b1907cd7e40eb0c004840e95f6dc73ebb8d98d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_2, measure_col=ord_0. +Result preview: [{"nom_2": "Axolotl", "percentile_measure": 3.0}, {"nom_2": "Cat", "percentile_measure": 3.0}, {"nom_2": "Dog", "percentile_measure": 3.0}, {"nom_2": "Hamster", "percentile_measure": 3.0}, {"nom_2": "Lion", "percentile_measure": 3.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2905725a25d6b2b4dcc699aab01a30d41ac4fa2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_be5c4ec7d964fc2e +-- problem_id: v2p_c14_49a7ab777ff1f826 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_2", + CAST("ord_0" AS REAL) AS "ord_0_num", + CUME_DIST() OVER ( + PARTITION BY "nom_2" + ORDER BY CAST("ord_0" AS REAL) + ) AS "cum_dist" + FROM "c14" + WHERE "nom_2" IS NOT NULL + AND "ord_0" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "nom_2", + MIN("ord_0_num") AS "percentile_measure" + FROM "ranked" + WHERE "cum_dist" >= 0.9 + GROUP BY "nom_2" +) +SELECT + "nom_2", + "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC, "nom_2" ASC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0e8e85d3918cf7ff4406be8423d04150ff2fbed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_2\",\n CAST(\"ord_0\" AS REAL) AS \"ord_0_num\",\n CUME_DIST() OVER (\n PARTITION BY \"nom_2\"\n ORDER BY CAST(\"ord_0\" AS REAL)\n ) AS \"cum_dist\"\n FROM \"c14\"\n WHERE \"nom_2\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"nom_2\",\n MIN(\"ord_0_num\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"cum_dist\" >= 0.9\n GROUP BY \"nom_2\"\n)\nSELECT\n \"nom_2\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC, \"nom_2\" ASC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_2\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"ord_0_num\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"nom_2\\\"\\n ORDER BY CAST(\\\"ord_0\\\" AS REAL)\\n ) AS \\\"cum_dist\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_2\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"nom_2\\\",\\n MIN(\\\"ord_0_num\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cum_dist\\\" >= 0.9\\n GROUP BY \\\"nom_2\\\"\\n)\\nSELECT\\n \\\"nom_2\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"nom_2\\\" ASC;\", \"columns\": [\"nom_2\", \"percentile_measure\"], \"rows\": [{\"nom_2\": \"Axolotl\", \"percentile_measure\": 3.0}, {\"nom_2\": \"Cat\", \"percentile_measure\": 3.0}, {\"nom_2\": \"Dog\", \"percentile_measure\": 3.0}, {\"nom_2\": \"Hamster\", \"percentile_measure\": 3.0}, {\"nom_2\": \"Lion\", \"percentile_measure\": 3.0}, {\"nom_2\": \"Snake\", \"percentile_measure\": 3.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 912.87}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7231e19190b9c4b0a17bb78c241ab5ca389cbd5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:30:35.141369+00:00", + "ended_at": "2026-05-04T07:30:54.795703+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_be5c4ec7d964fc2e", + "problem_id": "v2p_c14_49a7ab777ff1f826", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_2, measure_col=ord_0.", + "bindings": { + "group_col": "nom_2", + "measure_col": "ord_0", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=133" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_be5c4ec7d964fc2e.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_be5c4ec7d964fc2e", + "api_calls": 0, + "input_tokens": 23881, + "cached_input_tokens": 19840, + "output_tokens": 547, + "total_tokens": 24428, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3790, + "estimated_output_tokens": 279, + "estimated_total_tokens": 4069, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18653.52, + "sql_execution_elapsed_ms_total": 912.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_be5c4ec7d964fc2e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e4496d486adb8634a5d125a665d06f7b7a0a4ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:30:53.874136+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18653.52, "started_at": "2026-05-04T07:30:35.196976+00:00", "ended_at": "2026-05-04T07:30:53.853021+00:00", "prompt_metrics": {"chars": 11859, "bytes_utf8": 11859, "lines": 396, "estimated_tokens": 3790}, "response_metrics": {"chars": 877, "bytes_utf8": 877, "lines": 1, "estimated_tokens": 279}, "usage": {"input_tokens": 23881, "cached_input_tokens": 19840, "output_tokens": 547}, "stderr_preview": "2026-05-04T07:30:35.410070Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:30:37.766087Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.9\\n GROUP BY \\\"nom_2\\\"\\n)\\nSELECT\\n \\\"nom_2\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"nom_2\\\" ASC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() to return the smallest ord_0 value at or above the 90th percentile within each nom_2 group. ord_0 is cast from TEXT to REAL for numeric ordering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..67a7ee6376898aec99f44a25c68a5e6b6636eb84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be5c4ec7d964fc2e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_be5c4ec7d964fc2e", + "api_calls": 0, + "input_tokens": 23881, + "cached_input_tokens": 19840, + "output_tokens": 547, + "total_tokens": 24428, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3790, + "estimated_output_tokens": 279, + "estimated_total_tokens": 4069, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18653.52, + "sql_execution_elapsed_ms_total": 912.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_be5c4ec7d964fc2e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bebb7f6d3b918a9aba4492d517e121ba6b6fcf48 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11677, "bytes_utf8": 11677, "lines": 394, "estimated_tokens": 3761}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 312, "bytes_utf8": 312, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 23850, "cached_input_tokens": 23424, "output_tokens": 162}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b79764471701f86ae6062b5590df5fbcb02cd7c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_be705407b5112fca", + "api_calls": 0, + "input_tokens": 23850, + "cached_input_tokens": 23424, + "output_tokens": 162, + "total_tokens": 24012, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3761, + "estimated_output_tokens": 95, + "estimated_total_tokens": 3856, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14269.78, + "sql_execution_elapsed_ms_total": 230.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_be705407b5112fca\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bcfe3d000c71254070d12e53376956d5ac12b110 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:26:46.330306+00:00", + "ended_at": "2026-05-04T07:27:00.606813+00:00", + "elapsed_ms": 14269.78, + "prompt_metrics": { + "chars": 11677, + "bytes_utf8": 11677, + "lines": 394, + "estimated_tokens": 3761 + }, + "stdout_metrics": { + "chars": 643, + "bytes_utf8": 643, + "lines": 4, + "estimated_tokens": 205 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13237 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 312, + "bytes_utf8": 312, + "lines": 1, + "estimated_tokens": 95 + }, + "usage": { + "input_tokens": 23850, + "cached_input_tokens": 23424, + "output_tokens": 162 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66ce99cc032c11461d6f841be5912d7d63b1d19c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,394 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=nom_1.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "nom_1", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..36c5141ed5acb81d9d2881f1782af9e22c6649c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e1-e4d7-7781-8827-1646bb7d91c5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"nom_1\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY \\\"support\\\" ASC, \\\"nom_1\\\"\\nLIMIT 14;\",\"notes\":\"Uses the required Low-Support Group Count template with group_col bound to \\\"nom_1\\\" and top_k set to 14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23850,"cached_input_tokens":23424,"output_tokens":162}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b7d47c5b93b65d226da7b09b060efdcd388a193 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"nom_1\",\n COUNT(*) AS \"support\"\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY \"support\" ASC, \"nom_1\"\nLIMIT 14;","notes":"Uses the required Low-Support Group Count template with group_col bound to \"nom_1\" and top_k set to 14."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eadec15eb00a27b911ea36601429dc4b0e6cc8b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:26:46.545664Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:26:49.072384Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:26:59.757496Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..14a82b87c353d4c3e35591247d8c1be64ba264bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=nom_1. +Result preview: [{"nom_1": "Triangle", "support": 29855}, {"nom_1": "Polygon", "support": 36143}, {"nom_1": "Circle", "support": 37320}, {"nom_1": "Star", "support": 45904}, {"nom_1": "Square", "support": 49597}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..723cb0b59d01dd773daf3f817cf231871a3c9821 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_be705407b5112fca +-- problem_id: v2p_c14_d9f5e87eef33983d +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_1", + COUNT(*) AS "support" +FROM "c14" +GROUP BY "nom_1" +ORDER BY "support" ASC, "nom_1" +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ec6bd6d89de96753798f19af42655d15f49fa6a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"nom_1\",\n COUNT(*) AS \"support\"\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY \"support\" ASC, \"nom_1\"\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"nom_1\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY \\\"support\\\" ASC, \\\"nom_1\\\"\\nLIMIT 14;\", \"columns\": [\"nom_1\", \"support\"], \"rows\": [{\"nom_1\": \"Triangle\", \"support\": 29855}, {\"nom_1\": \"Polygon\", \"support\": 36143}, {\"nom_1\": \"Circle\", \"support\": 37320}, {\"nom_1\": \"Star\", \"support\": 45904}, {\"nom_1\": \"Square\", \"support\": 49597}, {\"nom_1\": \"Trapezoid\", \"support\": 101181}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 230.09}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a007249d820efb71969c5df7eca5f846db083be3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:26:46.275952+00:00", + "ended_at": "2026-05-04T07:27:00.865454+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_be705407b5112fca", + "problem_id": "v2p_c14_d9f5e87eef33983d", + "dataset_id": "c14", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=nom_1.", + "bindings": { + "group_col": "nom_1", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_be705407b5112fca.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_be705407b5112fca", + "api_calls": 0, + "input_tokens": 23850, + "cached_input_tokens": 23424, + "output_tokens": 162, + "total_tokens": 24012, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3761, + "estimated_output_tokens": 95, + "estimated_total_tokens": 3856, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14269.78, + "sql_execution_elapsed_ms_total": 230.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_be705407b5112fca\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a2b47e04b605825aefd1ecae214554301180f04 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_be705407b5112fca/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:27:00.625418+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14269.78, "started_at": "2026-05-04T07:26:46.330306+00:00", "ended_at": "2026-05-04T07:27:00.606813+00:00", "prompt_metrics": {"chars": 11677, "bytes_utf8": 11677, "lines": 394, "estimated_tokens": 3761}, "response_metrics": {"chars": 312, "bytes_utf8": 312, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 23850, "cached_input_tokens": 23424, "output_tokens": 162}, "stderr_preview": "2026-05-04T07:26:46.545664Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:26:49.072384Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=bin_3, measure_col=month, condition_col=nom_4.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "bin_3", + "measure_col": "month", + "condition_col": "nom_4", + "condition_value": "Oboe", + "positive_value": "Oboe", + "negative_value": "Bassoon", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..74617a64a499ef574b177737547076d348a93b36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,405 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=bin_3, measure_col=month, condition_col=nom_4.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "bin_3", + "measure_col": "month", + "condition_col": "nom_4", + "condition_value": "Oboe", + "positive_value": "Oboe", + "negative_value": "Bassoon", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"bin_3\",\n CAST(\"month\" AS REAL) AS \"month_value\"\n FROM \"c14\"\n WHERE \"nom_4\" = 'Oboe'\n AND \"month\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"bin_3\",\n \"month_value\",\n ROW_NUMBER() OVER (PARTITION BY \"bin_3\" ORDER BY \"month_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"bin_3\") AS \"cnt\"\n FROM \"filtered\"\n), \"picked\" AS (\n SELECT\n \"bin_3\",\n \"month_value\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"bin_3\",\n MAX(CASE WHEN \"rn\" = \"target_rn\" THEN \"month_value\" END) AS \"conditional_percentile\"\nFROM \"picked\"\nGROUP BY \"bin_3\"\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7df08e107ae6d6f844d7eb8ca96d34b5be5db8fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cb-601b-7b83-ba42-f8c6d7d1320d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"bin_3\\\",\\n CAST(\\\"month\\\" AS REAL) AS \\\"month_value\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_4\\\" = 'Oboe'\\n AND \\\"month\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"bin_3\\\",\\n \\\"month_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"bin_3\\\" ORDER BY \\\"month_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"bin_3\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n), \\\"picked\\\" AS (\\n SELECT\\n \\\"bin_3\\\",\\n \\\"month_value\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"bin_3\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"target_rn\\\" THEN \\\"month_value\\\" END) AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nGROUP BY \\\"bin_3\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Repaired the planned quantile template for SQLite by emulating the 0.9 percentile with a nearest-rank window-function approach over rows where \\\"nom_4\\\" = 'Oboe', grouped by \\\"bin_3\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23957,"cached_input_tokens":22912,"output_tokens":412}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a98b78b7408a381416ea8942d6a57972579e5440 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"bin_3\",\n CAST(\"month\" AS REAL) AS \"month_value\"\n FROM \"c14\"\n WHERE \"nom_4\" = 'Oboe'\n AND \"month\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"bin_3\",\n \"month_value\",\n ROW_NUMBER() OVER (PARTITION BY \"bin_3\" ORDER BY \"month_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"bin_3\") AS \"cnt\"\n FROM \"filtered\"\n), \"picked\" AS (\n SELECT\n \"bin_3\",\n \"month_value\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"bin_3\",\n MAX(CASE WHEN \"rn\" = \"target_rn\" THEN \"month_value\" END) AS \"conditional_percentile\"\nFROM \"picked\"\nGROUP BY \"bin_3\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Repaired the planned quantile template for SQLite by emulating the 0.9 percentile with a nearest-rank window-function approach over rows where \"nom_4\" = 'Oboe', grouped by \"bin_3\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0e2ad4e3542bbed75997ad8dcfde8487036f4de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cb-a21b-71a3-ad4c-32ad1c119f82"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"bin_3\\\",\\n CAST(\\\"month\\\" AS REAL) AS \\\"month_value\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_4\\\" = 'Oboe'\\n AND \\\"month\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"bin_3\\\",\\n \\\"month_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"bin_3\\\" ORDER BY \\\"month_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"bin_3\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n), \\\"picked\\\" AS (\\n SELECT\\n \\\"bin_3\\\",\\n \\\"month_value\\\",\\n \\\"cnt\\\",\\n CAST(0.9 * \\\"cnt\\\" AS INTEGER) + CASE\\n WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"bin_3\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"target_rn\\\" THEN \\\"month_value\\\" END) AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nGROUP BY \\\"bin_3\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with a CASE-based ceiling expression on 0.9 * count, preserving the planned conditional percentile logic for group_col=bin_3, measure_col=month, condition_col=nom_4.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":24260,"cached_input_tokens":22912,"output_tokens":535}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d86879fc829550261d761ecf348e2b5809b1e29 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"bin_3\",\n CAST(\"month\" AS REAL) AS \"month_value\"\n FROM \"c14\"\n WHERE \"nom_4\" = 'Oboe'\n AND \"month\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"bin_3\",\n \"month_value\",\n ROW_NUMBER() OVER (PARTITION BY \"bin_3\" ORDER BY \"month_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"bin_3\") AS \"cnt\"\n FROM \"filtered\"\n), \"picked\" AS (\n SELECT\n \"bin_3\",\n \"month_value\",\n \"cnt\",\n CAST(0.9 * \"cnt\" AS INTEGER) + CASE\n WHEN 0.9 * \"cnt\" > CAST(0.9 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"bin_3\",\n MAX(CASE WHEN \"rn\" = \"target_rn\" THEN \"month_value\" END) AS \"conditional_percentile\"\nFROM \"picked\"\nGROUP BY \"bin_3\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported SQLite function CEIL with a CASE-based ceiling expression on 0.9 * count, preserving the planned conditional percentile logic for group_col=bin_3, measure_col=month, condition_col=nom_4."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35a99f8482aca748e810ebebb34a38bce6e76000 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:02:10.795282Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:02:13.109340Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:02:26.643182Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec88a92d4abda377ffda8c9800867ceccfa74278 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:02:27.773127Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:02:30.097839Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:02:44.933446Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfe1fec0b0d1efd197d8d60f91ea651c24d017ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=bin_3, measure_col=month, condition_col=nom_4. +Result preview: [{"bin_3": "T", "conditional_percentile": 11.0}, {"bin_3": "F", "conditional_percentile": 11.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4adadeb03b82086144407dad3fc1263499e2cdcc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_bfe67e1ce5d3b3e8 +-- problem_id: v2p_c14_6c5db6732efa92f5 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "bin_3", + CAST("month" AS REAL) AS "month_value" + FROM "c14" + WHERE "nom_4" = 'Oboe' + AND "month" IS NOT NULL +), "ranked" AS ( + SELECT + "bin_3", + "month_value", + ROW_NUMBER() OVER (PARTITION BY "bin_3" ORDER BY "month_value") AS "rn", + COUNT(*) OVER (PARTITION BY "bin_3") AS "cnt" + FROM "filtered" +), "picked" AS ( + SELECT + "bin_3", + "month_value", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "bin_3", + MAX(CASE WHEN "rn" = "target_rn" THEN "month_value" END) AS "conditional_percentile" +FROM "picked" +GROUP BY "bin_3" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..512e27059581ef929a5f0f55868d3cdd56e6e029 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"bin_3\",\n CAST(\"month\" AS REAL) AS \"month_value\"\n FROM \"c14\"\n WHERE \"nom_4\" = 'Oboe'\n AND \"month\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"bin_3\",\n \"month_value\",\n ROW_NUMBER() OVER (PARTITION BY \"bin_3\" ORDER BY \"month_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"bin_3\") AS \"cnt\"\n FROM \"filtered\"\n), \"picked\" AS (\n SELECT\n \"bin_3\",\n \"month_value\",\n \"cnt\",\n CAST(0.9 * \"cnt\" AS INTEGER) + CASE\n WHEN 0.9 * \"cnt\" > CAST(0.9 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"bin_3\",\n MAX(CASE WHEN \"rn\" = \"target_rn\" THEN \"month_value\" END) AS \"conditional_percentile\"\nFROM \"picked\"\nGROUP BY \"bin_3\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"bin_3\\\",\\n CAST(\\\"month\\\" AS REAL) AS \\\"month_value\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_4\\\" = 'Oboe'\\n AND \\\"month\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"bin_3\\\",\\n \\\"month_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"bin_3\\\" ORDER BY \\\"month_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"bin_3\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n), \\\"picked\\\" AS (\\n SELECT\\n \\\"bin_3\\\",\\n \\\"month_value\\\",\\n \\\"cnt\\\",\\n CAST(0.9 * \\\"cnt\\\" AS INTEGER) + CASE\\n WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"bin_3\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"target_rn\\\" THEN \\\"month_value\\\" END) AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nGROUP BY \\\"bin_3\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"bin_3\", \"conditional_percentile\"], \"rows\": [{\"bin_3\": \"T\", \"conditional_percentile\": 11.0}, {\"bin_3\": \"F\", \"conditional_percentile\": 11.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 528.01}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1f3e6a10802dd52476697bca44cc5a5956a2edf7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:02:10.483200+00:00", + "ended_at": "2026-05-04T07:02:46.157325+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_bfe67e1ce5d3b3e8", + "problem_id": "v2p_c14_6c5db6732efa92f5", + "dataset_id": "c14", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=bin_3, measure_col=month, condition_col=nom_4.", + "bindings": { + "group_col": "bin_3", + "measure_col": "month", + "condition_col": "nom_4", + "condition_value": "Oboe", + "positive_value": "Oboe", + "negative_value": "Bassoon", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_bfe67e1ce5d3b3e8.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_bfe67e1ce5d3b3e8", + "api_calls": 0, + "input_tokens": 48217, + "cached_input_tokens": 45824, + "output_tokens": 947, + "total_tokens": 49164, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 8035, + "estimated_output_tokens": 678, + "estimated_total_tokens": 8713, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35044.92, + "sql_execution_elapsed_ms_total": 528.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_bfe67e1ce5d3b3e8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef8ed0a5eefc3a1e24b1f2e38140e91b1b0433aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:02:27.396845+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16835.25, "started_at": "2026-05-04T07:02:10.542066+00:00", "ended_at": "2026-05-04T07:02:27.378297+00:00", "prompt_metrics": {"chars": 12185, "bytes_utf8": 12185, "lines": 401, "estimated_tokens": 3866}, "response_metrics": {"chars": 1027, "bytes_utf8": 1027, "lines": 1, "estimated_tokens": 322}, "usage": {"input_tokens": 23957, "cached_input_tokens": 22912, "output_tokens": 412}, "stderr_preview": "2026-05-04T07:02:10.795282Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:02:13.109340Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"bin_3\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"target_rn\\\" THEN \\\"month_value\\\" END) AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nGROUP BY \\\"bin_3\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with a CASE-based ceiling e"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..af30d85d439d8bd33b057e8074ad82e516b8e8dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_bfe67e1ce5d3b3e8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_bfe67e1ce5d3b3e8", + "api_calls": 0, + "input_tokens": 48217, + "cached_input_tokens": 45824, + "output_tokens": 947, + "total_tokens": 49164, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 8035, + "estimated_output_tokens": 678, + "estimated_total_tokens": 8713, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35044.92, + "sql_execution_elapsed_ms_total": 528.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_bfe67e1ce5d3b3e8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..01cc2b31902ea153c7b1d2f305a42617b1024431 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11857, "bytes_utf8": 11857, "lines": 396, "estimated_tokens": 3786}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 919, "bytes_utf8": 919, "lines": 1, "estimated_tokens": 282}, "usage": {"input_tokens": 23877, "cached_input_tokens": 19840, "output_tokens": 804}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d94d553acc0e577fd8bf717fd7a99dadca425158 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_c1feac41bfe1d325", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 19840, + "output_tokens": 804, + "total_tokens": 24681, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 282, + "estimated_total_tokens": 4068, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25084.69, + "sql_execution_elapsed_ms_total": 1433.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_c1feac41bfe1d325\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..51d25783f1a26c348fdb389719cc765c5b488857 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:31:17.513834+00:00", + "ended_at": "2026-05-04T07:31:42.598561+00:00", + "elapsed_ms": 25084.69, + "prompt_metrics": { + "chars": 11857, + "bytes_utf8": 11857, + "lines": 396, + "estimated_tokens": 3786 + }, + "stdout_metrics": { + "chars": 1342, + "bytes_utf8": 1342, + "lines": 4, + "estimated_tokens": 448 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13262 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 919, + "bytes_utf8": 919, + "lines": 1, + "estimated_tokens": 282 + }, + "usage": { + "input_tokens": 23877, + "cached_input_tokens": 19840, + "output_tokens": 804 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e4c18fdb560bdd5577fcc8da93d2247f653be78 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_3, measure_col=day.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "nom_3", + "measure_col": "day", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..76198cb0d1b8a8b737ebf084fcc70f10d733afe6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e6-081c-7a60-b4b9-19ec24fea765"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_3\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_3\\\"\\n ORDER BY CAST(\\\"day\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_3\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_3\\\" IS NOT NULL\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"nom_3\\\",\\n \\\"day_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.9999999999999999 AS INT)\\n)\\nSELECT\\n \\\"nom_3\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per \\\"nom_3\\\" group on CAST(\\\"day\\\" AS REAL), preserving the planned grouped percentile-point intent.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":19840,"output_tokens":804}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffd1b0b293e03bfbb940722657a0f6de678496c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_3\",\n CAST(\"day\" AS REAL) AS \"day_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_3\"\n ORDER BY CAST(\"day\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_3\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_3\" IS NOT NULL\n AND \"day\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"nom_3\",\n \"day_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.95 * \"cnt\") + 0.9999999999999999 AS INT)\n)\nSELECT\n \"nom_3\",\n \"percentile_measure\"\nFROM \"percentile_pick\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per \"nom_3\" group on CAST(\"day\" AS REAL), preserving the planned grouped percentile-point intent."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..662bf61fde838ede548e3c0d0181b6541a69a608 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:31:17.721489Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:31:20.182315Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:31:41.234453Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..be0061c6a30235c9b60ddb2b57dad931a5a8f1bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_3, measure_col=day. +Result preview: [{"nom_3": "Canada", "percentile_measure": 7.0}, {"nom_3": "China", "percentile_measure": 7.0}, {"nom_3": "Costa Rica", "percentile_measure": 7.0}, {"nom_3": "Finland", "percentile_measure": 7.0}, {"nom_3": "India", "percentile_measure": 7.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..16c44fc77fc40bd61ae240eaf7f50d5914671946 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_c1feac41bfe1d325 +-- problem_id: v2p_c14_310417e39178b5e6 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_3", + CAST("day" AS REAL) AS "day_value", + ROW_NUMBER() OVER ( + PARTITION BY "nom_3" + ORDER BY CAST("day" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_3" + ) AS "cnt" + FROM "c14" + WHERE "nom_3" IS NOT NULL + AND "day" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "nom_3", + "day_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST((0.95 * "cnt") + 0.9999999999999999 AS INT) +) +SELECT + "nom_3", + "percentile_measure" +FROM "percentile_pick" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3e8f14929683ab2a71dd70e7e52b1d051c701058 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_3\",\n CAST(\"day\" AS REAL) AS \"day_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_3\"\n ORDER BY CAST(\"day\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_3\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_3\" IS NOT NULL\n AND \"day\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"nom_3\",\n \"day_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.95 * \"cnt\") + 0.9999999999999999 AS INT)\n)\nSELECT\n \"nom_3\",\n \"percentile_measure\"\nFROM \"percentile_pick\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_3\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_3\\\"\\n ORDER BY CAST(\\\"day\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_3\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_3\\\" IS NOT NULL\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"nom_3\\\",\\n \\\"day_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.9999999999999999 AS INT)\\n)\\nSELECT\\n \\\"nom_3\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"nom_3\", \"percentile_measure\"], \"rows\": [{\"nom_3\": \"Canada\", \"percentile_measure\": 7.0}, {\"nom_3\": \"China\", \"percentile_measure\": 7.0}, {\"nom_3\": \"Costa Rica\", \"percentile_measure\": 7.0}, {\"nom_3\": \"Finland\", \"percentile_measure\": 7.0}, {\"nom_3\": \"India\", \"percentile_measure\": 7.0}, {\"nom_3\": \"Russia\", \"percentile_measure\": 7.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1433.34}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3d93c6214fafa2e72230a28c1683268c481ae0d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:31:17.450590+00:00", + "ended_at": "2026-05-04T07:31:44.063975+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_c1feac41bfe1d325", + "problem_id": "v2p_c14_310417e39178b5e6", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_3, measure_col=day.", + "bindings": { + "group_col": "nom_3", + "measure_col": "day", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=134" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_c1feac41bfe1d325.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_c1feac41bfe1d325", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 19840, + "output_tokens": 804, + "total_tokens": 24681, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 282, + "estimated_total_tokens": 4068, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25084.69, + "sql_execution_elapsed_ms_total": 1433.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_c1feac41bfe1d325\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5d27b800fed1f69fb46f066cde42c87e2b00c61e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c1feac41bfe1d325/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:31:42.621229+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 25084.69, "started_at": "2026-05-04T07:31:17.513834+00:00", "ended_at": "2026-05-04T07:31:42.598561+00:00", "prompt_metrics": {"chars": 11857, "bytes_utf8": 11857, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 919, "bytes_utf8": 919, "lines": 1, "estimated_tokens": 282}, "usage": {"input_tokens": 23877, "cached_input_tokens": 19840, "output_tokens": 804}, "stderr_preview": "2026-05-04T07:31:17.721489Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:31:20.182315Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_3, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "ord_3", + "target_col": "target", + "target_value": "1", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e71a8208de781bb40f3337d40eba8ecce675e22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1de-727d-7202-8fde-76307f2c55f7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"ord_3\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"ord_3\\\", target_col=\\\"target\\\", target_value='1', min_support=5, and top_k=13. Identifiers are double-quoted and the SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":23424,"output_tokens":182}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92aada11f4068cc454d295a54e5ed42fd03437ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"ord_3\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"ord_3\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"ord_3\", target_col=\"target\", target_value='1', min_support=5, and top_k=13. Identifiers are double-quoted and the SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1fcfb01894105197e0da69c2040f8de29114ff0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:23:00.653030Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:23:02.974760Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:23:12.535099Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..61a46936dc41f971469e2ea344da27dbc26e2391 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_3, target_col=target. +Result preview: [{"ord_3": "o", "support": 11320, "focus_rate": 0.4336572438162544}, {"ord_3": "n", "support": 4014, "focus_rate": 0.39985052316890884}, {"ord_3": "l", "support": 36124, "focus_rate": 0.37927693500166093}, {"ord_3": "m", "support": 328, "focus_rate": 0.36890243902439024}, {"ord_3": "k", "support": 28619, "focus_rate": 0.3652119221496209}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9db80980348b7c5300ab1a41e20ec8b2731fd881 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_c2094f3190786c99 +-- problem_id: v2p_c14_f9458636b2006cc9 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_3", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "ord_3" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d55833256608f62326892c6711edae338ccadb39 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"ord_3\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"ord_3\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"ord_3\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\", \"columns\": [\"ord_3\", \"support\", \"focus_rate\"], \"rows\": [{\"ord_3\": \"o\", \"support\": 11320, \"focus_rate\": 0.4336572438162544}, {\"ord_3\": \"n\", \"support\": 4014, \"focus_rate\": 0.39985052316890884}, {\"ord_3\": \"l\", \"support\": 36124, \"focus_rate\": 0.37927693500166093}, {\"ord_3\": \"m\", \"support\": 328, \"focus_rate\": 0.36890243902439024}, {\"ord_3\": \"k\", \"support\": 28619, \"focus_rate\": 0.3652119221496209}, {\"ord_3\": \"j\", \"support\": 24647, \"focus_rate\": 0.34247575769870575}, {\"ord_3\": \"i\", \"support\": 28048, \"focus_rate\": 0.33014831717056475}, {\"ord_3\": \"h\", \"support\": 24740, \"focus_rate\": 0.30699272433306385}, {\"ord_3\": \"g\", \"support\": 36405, \"focus_rate\": 0.2896854827633567}, {\"ord_3\": \"f\", \"support\": 22384, \"focus_rate\": 0.2750178699070765}, {\"ord_3\": \"e\", \"support\": 21331, \"focus_rate\": 0.25957526604472364}, {\"ord_3\": \"d\", \"support\": 7904, \"focus_rate\": 0.24139676113360323}, {\"ord_3\": \"c\", \"support\": 6944, \"focus_rate\": 0.23300691244239632}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 261.05}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..32d3ae5ff0273396cb2f48105467cce2a8936635 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:23:00.417094+00:00", + "ended_at": "2026-05-04T07:23:13.513135+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_c2094f3190786c99", + "problem_id": "v2p_c14_f9458636b2006cc9", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_3, target_col=target.", + "bindings": { + "group_col": "ord_3", + "target_col": "target", + "target_value": "1", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_c2094f3190786c99.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_c2094f3190786c99", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 23424, + "output_tokens": 182, + "total_tokens": 24134, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 148, + "estimated_total_tokens": 4011, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12747.95, + "sql_execution_elapsed_ms_total": 261.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_c2094f3190786c99\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf75376168f4f671411e329d918ca7f6c9e98b3b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:23:13.243261+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12747.95, "started_at": "2026-05-04T07:23:00.473978+00:00", "ended_at": "2026-05-04T07:23:13.217828+00:00", "prompt_metrics": {"chars": 12019, "bytes_utf8": 12019, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 506, "bytes_utf8": 506, "lines": 1, "estimated_tokens": 148}, "usage": {"input_tokens": 23952, "cached_input_tokens": 23424, "output_tokens": 182}, "stderr_preview": "2026-05-04T07:23:00.653030Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:23:02.974760Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"ord_3\\\", target_col=\\\"target\\\", target_value='1', min_support=5, and top_k=13. Identifiers are double-quoted and the SQL is SQLite-compatible.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..93b8855fabd1e221f642c1f14df94ee2387fbf7e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c2094f3190786c99/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_c2094f3190786c99", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 23424, + "output_tokens": 182, + "total_tokens": 24134, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 148, + "estimated_total_tokens": 4011, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12747.95, + "sql_execution_elapsed_ms_total": 261.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_c2094f3190786c99\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7072f9de7d73161a76b9af9e5db3bb2f09a688f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11858, "bytes_utf8": 11858, "lines": 396, "estimated_tokens": 3786}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 937, "bytes_utf8": 937, "lines": 1, "estimated_tokens": 287}, "usage": {"input_tokens": 23877, "cached_input_tokens": 22912, "output_tokens": 421}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..666c4f366307285e6110e8591d11c1d52ae555e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_c3c9fd971e94027b", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 421, + "total_tokens": 24298, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 287, + "estimated_total_tokens": 4073, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17312.23, + "sql_execution_elapsed_ms_total": 1486.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_c3c9fd971e94027b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8d9a217ebc99a40371f7ecf97d9296ffd99f3200 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:31:44.128186+00:00", + "ended_at": "2026-05-04T07:32:01.439892+00:00", + "elapsed_ms": 17312.23, + "prompt_metrics": { + "chars": 11858, + "bytes_utf8": 11858, + "lines": 396, + "estimated_tokens": 3786 + }, + "stdout_metrics": { + "chars": 1373, + "bytes_utf8": 1373, + "lines": 4, + "estimated_tokens": 461 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13193 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 937, + "bytes_utf8": 937, + "lines": 1, + "estimated_tokens": 287 + }, + "usage": { + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 421 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a9cefa737f134566dd4737cbf18544c8daa9b31 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_3, measure_col=day.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "nom_3", + "measure_col": "day", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f281e7da10f635b7df57f29afbd9d4156dba977 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e6-6ff8-7370-87d8-749c273e9903"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_3\\\" AS \\\"group_col\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_3\\\"\\n ORDER BY CAST(\\\"day\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_3\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_3\\\" IS NOT NULL\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n MIN(\\\"measure_col\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n GROUP BY \\\"group_col\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"nom_3\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 90th percentile approximation for \\\"day\\\" within each \\\"nom_3\\\" group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":22912,"output_tokens":421}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3b1683a72eb181e17617ccd2079f12486318f96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_3\" AS \"group_col\",\n CAST(\"day\" AS REAL) AS \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_3\"\n ORDER BY CAST(\"day\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_3\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_3\" IS NOT NULL\n AND \"day\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"group_col\",\n MIN(\"measure_col\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999 AS INTEGER)\n GROUP BY \"group_col\"\n)\nSELECT\n \"group_col\" AS \"nom_3\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 90th percentile approximation for \"day\" within each \"nom_3\" group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d26974bb16d3e6b54d332455c12b61a651f1cc8b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:31:44.324659Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:31:47.005573Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:32:00.470152Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d17f35ae4a9a4e38441e5064c94de64d7eba53ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_3, measure_col=day. +Result preview: [{"nom_3": "Canada", "percentile_measure": 7.0}, {"nom_3": "China", "percentile_measure": 7.0}, {"nom_3": "Costa Rica", "percentile_measure": 7.0}, {"nom_3": "Finland", "percentile_measure": 7.0}, {"nom_3": "India", "percentile_measure": 7.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..69f9aa7473e61652005dcf709cff249125dcd6dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_c3c9fd971e94027b +-- problem_id: v2p_c14_2949c26a95862159 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_3" AS "group_col", + CAST("day" AS REAL) AS "measure_col", + ROW_NUMBER() OVER ( + PARTITION BY "nom_3" + ORDER BY CAST("day" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_3" + ) AS "cnt" + FROM "c14" + WHERE "nom_3" IS NOT NULL + AND "day" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "group_col", + MIN("measure_col") AS "percentile_measure" + FROM "ranked" + WHERE "rn" >= CAST((0.9 * "cnt") + 0.999999 AS INTEGER) + GROUP BY "group_col" +) +SELECT + "group_col" AS "nom_3", + "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31c1cb62eee2cfd98ae84a0e07724da5ae502fa4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_3\" AS \"group_col\",\n CAST(\"day\" AS REAL) AS \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_3\"\n ORDER BY CAST(\"day\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_3\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_3\" IS NOT NULL\n AND \"day\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"group_col\",\n MIN(\"measure_col\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999 AS INTEGER)\n GROUP BY \"group_col\"\n)\nSELECT\n \"group_col\" AS \"nom_3\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_3\\\" AS \\\"group_col\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_3\\\"\\n ORDER BY CAST(\\\"day\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_3\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_3\\\" IS NOT NULL\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n MIN(\\\"measure_col\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n GROUP BY \\\"group_col\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"nom_3\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"nom_3\", \"percentile_measure\"], \"rows\": [{\"nom_3\": \"Canada\", \"percentile_measure\": 7.0}, {\"nom_3\": \"China\", \"percentile_measure\": 7.0}, {\"nom_3\": \"Costa Rica\", \"percentile_measure\": 7.0}, {\"nom_3\": \"Finland\", \"percentile_measure\": 7.0}, {\"nom_3\": \"India\", \"percentile_measure\": 7.0}, {\"nom_3\": \"Russia\", \"percentile_measure\": 7.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1486.91}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f8f16c4ec88442ccf4851420d56aaaa20ffd4da4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:31:44.067103+00:00", + "ended_at": "2026-05-04T07:32:02.956344+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_c3c9fd971e94027b", + "problem_id": "v2p_c14_2949c26a95862159", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_3, measure_col=day.", + "bindings": { + "group_col": "nom_3", + "measure_col": "day", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=134" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_c3c9fd971e94027b.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_c3c9fd971e94027b", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 421, + "total_tokens": 24298, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 287, + "estimated_total_tokens": 4073, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17312.23, + "sql_execution_elapsed_ms_total": 1486.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_c3c9fd971e94027b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce555c3c7fe08020eef6b3d235555c58b4a26394 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:32:01.461041+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17312.23, "started_at": "2026-05-04T07:31:44.128186+00:00", "ended_at": "2026-05-04T07:32:01.439892+00:00", "prompt_metrics": {"chars": 11858, "bytes_utf8": 11858, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 937, "bytes_utf8": 937, "lines": 1, "estimated_tokens": 287}, "usage": {"input_tokens": 23877, "cached_input_tokens": 22912, "output_tokens": 421}, "stderr_preview": "2026-05-04T07:31:44.324659Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:31:47.005573Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n GROUP BY \\\"group_col\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"nom_3\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 90th percentile approximation for \\\"day\\\" within each \\\"nom_3\\\" group.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7c2d5adaa9e0cc046297927179588d7c93c918a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c3c9fd971e94027b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_c3c9fd971e94027b", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 421, + "total_tokens": 24298, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 287, + "estimated_total_tokens": 4073, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17312.23, + "sql_execution_elapsed_ms_total": 1486.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_c3c9fd971e94027b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d463f268ab180e02d907014a6235b216dca4a244 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11937, "bytes_utf8": 11937, "lines": 399, "estimated_tokens": 3815}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 425, "bytes_utf8": 425, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 23906, "cached_input_tokens": 19840, "output_tokens": 130}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..913fde189c69269ee8646ec22f639076a76204bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_c4703259eb13fb0e", + "api_calls": 0, + "input_tokens": 23906, + "cached_input_tokens": 19840, + "output_tokens": 130, + "total_tokens": 24036, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3815, + "estimated_output_tokens": 114, + "estimated_total_tokens": 3929, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11606.53, + "sql_execution_elapsed_ms_total": 267.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_c4703259eb13fb0e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..484b3a1c1a6c6dd79a6a5bb7c69ed16cbc4ef0a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:59:29.410416+00:00", + "ended_at": "2026-05-04T06:59:41.019383+00:00", + "elapsed_ms": 11606.53, + "prompt_metrics": { + "chars": 11937, + "bytes_utf8": 11937, + "lines": 399, + "estimated_tokens": 3815 + }, + "stdout_metrics": { + "chars": 750, + "bytes_utf8": 750, + "lines": 4, + "estimated_tokens": 221 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13179 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 425, + "bytes_utf8": 425, + "lines": 1, + "estimated_tokens": 114 + }, + "usage": { + "input_tokens": 23906, + "cached_input_tokens": 19840, + "output_tokens": 130 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a086ffebe4f8e896e28c6104eca042d069a752fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ord_4, condition_col=bin_2.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ord_4", + "condition_col": "bin_2", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eeb085661ec1f120301f9cb8b3a078be53f7fd93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c8-eaad-7ca3-9eea-86b06ed6833b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_4\\\",\\n AVG(CASE WHEN \\\"bin_2\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"ord_4\\\", condition_col=\\\"bin_2\\\", and condition_value='0'. SQLite-compatible, single-table SELECT only, with double-quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23906,"cached_input_tokens":19840,"output_tokens":130}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f366600866005845949dda8bc2aa4914d45ff89 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_4\",\n AVG(CASE WHEN \"bin_2\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_4\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"ord_4\", condition_col=\"bin_2\", and condition_value='0'. SQLite-compatible, single-table SELECT only, with double-quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..518a639df042263ac1a36a526ca2780f355541be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:59:29.655876Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:59:32.236349Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:59:40.107105Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5700f06b3eb190a623f22b1b52048f09593827b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ord_4, condition_col=bin_2. +Result preview: [{"ord_4": "P", "condition_rate": 0.6305787055066594}, {"ord_4": "C", "condition_rate": 0.6302097902097902}, {"ord_4": "S", "condition_rate": 0.6236291390728477}, {"ord_4": "B", "condition_rate": 0.6231155778894473}, {"ord_4": "M", "condition_rate": 0.6226415094339622}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..322ca8f6997514b7eff0932983283f01d07852c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_c4703259eb13fb0e +-- problem_id: v2p_c14_cdd5e4e7a030f4b5 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", + AVG(CASE WHEN "bin_2" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_4" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b324fb50358dec09217a68861e3ca41f697a3db4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_4\",\n AVG(CASE WHEN \"bin_2\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_4\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_4\\\",\\n AVG(CASE WHEN \\\"bin_2\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"ord_4\", \"condition_rate\"], \"rows\": [{\"ord_4\": \"P\", \"condition_rate\": 0.6305787055066594}, {\"ord_4\": \"C\", \"condition_rate\": 0.6302097902097902}, {\"ord_4\": \"S\", \"condition_rate\": 0.6236291390728477}, {\"ord_4\": \"B\", \"condition_rate\": 0.6231155778894473}, {\"ord_4\": \"M\", \"condition_rate\": 0.6226415094339622}, {\"ord_4\": \"E\", \"condition_rate\": 0.6219587720074317}, {\"ord_4\": \"K\", \"condition_rate\": 0.6190638182065588}, {\"ord_4\": \"R\", \"condition_rate\": 0.6189519702250842}, {\"ord_4\": \"N\", \"condition_rate\": 0.61865189289012}, {\"ord_4\": \"Z\", \"condition_rate\": 0.6178330522765598}, {\"ord_4\": \"U\", \"condition_rate\": 0.6176908023483366}, {\"ord_4\": \"L\", \"condition_rate\": 0.6175390747928249}, {\"ord_4\": \"Y\", \"condition_rate\": 0.6171967020023557}, {\"ord_4\": \"W\", \"condition_rate\": 0.6171577688376645}, {\"ord_4\": \"I\", \"condition_rate\": 0.6163616498224529}, {\"ord_4\": \"V\", \"condition_rate\": 0.6160644841971293}, {\"ord_4\": \"A\", \"condition_rate\": 0.6157848614306057}, {\"ord_4\": \"Q\", \"condition_rate\": 0.6155729984301412}, {\"ord_4\": \"J\", \"condition_rate\": 0.6150799813635658}, {\"ord_4\": \"H\", \"condition_rate\": 0.6142195715294672}, {\"ord_4\": \"G\", \"condition_rate\": 0.6141065664849992}, {\"ord_4\": \"O\", \"condition_rate\": 0.6108636052090473}, {\"ord_4\": \"X\", \"condition_rate\": 0.6102987921169739}, {\"ord_4\": \"T\", \"condition_rate\": 0.6068213783403656}, {\"ord_4\": \"F\", \"condition_rate\": 0.606383886660408}, {\"ord_4\": \"D\", \"condition_rate\": 0.5968797181680926}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 267.64}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0c61c8b7b8660d88347a5be82ea4fccc9f35c423 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:59:29.356662+00:00", + "ended_at": "2026-05-04T06:59:41.312929+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_c4703259eb13fb0e", + "problem_id": "v2p_c14_cdd5e4e7a030f4b5", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ord_4, condition_col=bin_2.", + "bindings": { + "group_col": "ord_4", + "condition_col": "bin_2", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=32" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_c4703259eb13fb0e.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_c4703259eb13fb0e", + "api_calls": 0, + "input_tokens": 23906, + "cached_input_tokens": 19840, + "output_tokens": 130, + "total_tokens": 24036, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3815, + "estimated_output_tokens": 114, + "estimated_total_tokens": 3929, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11606.53, + "sql_execution_elapsed_ms_total": 267.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_c4703259eb13fb0e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2931527044426d5755e6322630661ab7dca60cb4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c4703259eb13fb0e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:59:41.038751+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11606.53, "started_at": "2026-05-04T06:59:29.410416+00:00", "ended_at": "2026-05-04T06:59:41.019383+00:00", "prompt_metrics": {"chars": 11937, "bytes_utf8": 11937, "lines": 399, "estimated_tokens": 3815}, "response_metrics": {"chars": 425, "bytes_utf8": 425, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 23906, "cached_input_tokens": 19840, "output_tokens": 130}, "stderr_preview": "2026-05-04T06:59:29.655876Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:59:32.236349Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=nom_0.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "nom_0", + "entity_col": "nom_9", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c6d55dfe58f1bde8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c6d55dfe58f1bde8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e922d3d05c5fb31ca9349feb09c9eb55d4ec165 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c6d55dfe58f1bde8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d5-c02d-7d72-b831-31aee6ab5bb5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"nom_0\\\", COUNT(DISTINCT \\\"nom_9\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_0\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\",\"notes\":\"Used the provided template with group_col bound to \\\"nom_0\\\" and entity_col bound to \\\"nom_9\\\" on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23865,"cached_input_tokens":22912,"output_tokens":112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c6d55dfe58f1bde8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c6d55dfe58f1bde8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf8553f4401c6dbfe8d5987eef19601eddc2fc62 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c6d55dfe58f1bde8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"nom_0\", COUNT(DISTINCT \"nom_9\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_0\"\nORDER BY distinct_entities DESC\nLIMIT 12;","notes":"Used the provided template with group_col bound to \"nom_0\" and entity_col bound to \"nom_9\" on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c6d55dfe58f1bde8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c6d55dfe58f1bde8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a460ab52277f88cea66e9a910658831ef68c5b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c6d55dfe58f1bde8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:13:30.733614Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:13:33.133041Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:13:40.325441Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c6d55dfe58f1bde8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c6d55dfe58f1bde8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..11972400c011ed17d100b4db62724f2672afd304 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c6d55dfe58f1bde8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=nom_0. +Result preview: [{"nom_0": "Green", "distinct_entities": 11629}, {"nom_0": "Blue", "distinct_entities": 11435}, {"nom_0": "Red", "distinct_entities": 11263}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c6d55dfe58f1bde8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c6d55dfe58f1bde8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b527eee9d8a014a2e5be76fd2322dc82e504e7c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c6d55dfe58f1bde8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c14_c6d55dfe58f1bde8 +-- problem_id: v2p_c14_19798606c952903e +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_0", COUNT(DISTINCT "nom_9") AS distinct_entities +FROM "c14" +GROUP BY "nom_0" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c6d55dfe58f1bde8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c6d55dfe58f1bde8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a4249bd0aa2dbf6cd69110c80eef309c1804667 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c6d55dfe58f1bde8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"nom_0\", COUNT(DISTINCT \"nom_9\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_0\"\nORDER BY distinct_entities DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"nom_0\\\", COUNT(DISTINCT \\\"nom_9\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_0\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\", \"columns\": [\"nom_0\", \"distinct_entities\"], \"rows\": [{\"nom_0\": \"Green\", \"distinct_entities\": 11629}, {\"nom_0\": \"Blue\", \"distinct_entities\": 11435}, {\"nom_0\": \"Red\", \"distinct_entities\": 11263}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 445.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c6d55dfe58f1bde8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c6d55dfe58f1bde8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e7128b97e01133afbca6d04749eab74fdd22701b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c6d55dfe58f1bde8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:13:30.476914+00:00", + "ended_at": "2026-05-04T07:13:42.072584+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_c6d55dfe58f1bde8", + "problem_id": "v2p_c14_19798606c952903e", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=nom_0.", + "bindings": { + "group_col": "nom_0", + "entity_col": "nom_9", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=77" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_c6d55dfe58f1bde8.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_c6d55dfe58f1bde8", + "api_calls": 0, + "input_tokens": 23865, + "cached_input_tokens": 22912, + "output_tokens": 112, + "total_tokens": 23977, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3776, + "estimated_output_tokens": 96, + "estimated_total_tokens": 3872, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11069.01, + "sql_execution_elapsed_ms_total": 445.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_c6d55dfe58f1bde8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c6d55dfe58f1bde8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c6d55dfe58f1bde8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a6ddd2d4d7b14305220d9262cce6f8a9e971009 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_c6d55dfe58f1bde8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:13:41.617420+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11069.01, "started_at": "2026-05-04T07:13:30.530028+00:00", "ended_at": "2026-05-04T07:13:41.599479+00:00", "prompt_metrics": {"chars": 11799, "bytes_utf8": 11799, "lines": 396, "estimated_tokens": 3776}, "response_metrics": {"chars": 338, "bytes_utf8": 338, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 23865, "cached_input_tokens": 22912, "output_tokens": 112}, "stderr_preview": "2026-05-04T07:13:30.733614Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:13:33.133041Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_1, group_col_2=bin_2, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_1", + "group_col_2": "bin_2", + "target_col": "target", + "target_value": "1", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca2746fd2b92995c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca2746fd2b92995c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e4a0eafb5541c24e6032c7bc9a6b59457edf1ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca2746fd2b92995c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c4-3bf0-70d3-8190-25fa4912d69f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_1\\\", \\\"bin_2\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\", \\\"bin_2\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the required Two-Axis Target Rate Surface template with fixed bindings group_col=\\\"bin_1\\\", group_col_2=\\\"bin_2\\\", and target_col=\\\"target\\\", computing the proportion of rows where target = 1 within each (bin_1, bin_2) group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23944,"cached_input_tokens":23424,"output_tokens":158}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca2746fd2b92995c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca2746fd2b92995c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..501094b865286f0710e4818d4a105db81249d0f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca2746fd2b92995c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_1\", \"bin_2\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_1\", \"bin_2\"\nORDER BY \"target_rate\" DESC;","notes":"Used the required Two-Axis Target Rate Surface template with fixed bindings group_col=\"bin_1\", group_col_2=\"bin_2\", and target_col=\"target\", computing the proportion of rows where target = 1 within each (bin_1, bin_2) group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca2746fd2b92995c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca2746fd2b92995c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab6c63da1a6d001f9953f72312f30cf501e6839b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca2746fd2b92995c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:54:22.780767Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:54:25.045191Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:54:35.479036Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca2746fd2b92995c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca2746fd2b92995c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..25e224c02059c2fb8d3e596f81ef48d1b3a7f95d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca2746fd2b92995c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_1, group_col_2=bin_2, target_col=target. +Result preview: [{"bin_1": "0", "bin_2": "1", "target_rate": 0.33762170491956384}, {"bin_1": "0", "bin_2": "0", "target_rate": 0.32516016307513107}, {"bin_1": "1", "bin_2": "1", "target_rate": 0.24050632911392406}, {"bin_1": "1", "bin_2": "0", "target_rate": 0.23348645984100014}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca2746fd2b92995c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca2746fd2b92995c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..db18fc230cbda8c57e862f36ecc83bd5837c3df0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca2746fd2b92995c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_ca2746fd2b92995c +-- problem_id: v2p_c14_56a4be439ddbb8a9 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", "bin_2", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_1", "bin_2" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca2746fd2b92995c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca2746fd2b92995c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b316a44d4146067beb1349607095f8b30a96b34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca2746fd2b92995c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_1\", \"bin_2\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_1\", \"bin_2\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_1\\\", \\\"bin_2\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\", \\\"bin_2\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bin_1\", \"bin_2\", \"target_rate\"], \"rows\": [{\"bin_1\": \"0\", \"bin_2\": \"1\", \"target_rate\": 0.33762170491956384}, {\"bin_1\": \"0\", \"bin_2\": \"0\", \"target_rate\": 0.32516016307513107}, {\"bin_1\": \"1\", \"bin_2\": \"1\", \"target_rate\": 0.24050632911392406}, {\"bin_1\": \"1\", \"bin_2\": \"0\", \"target_rate\": 0.23348645984100014}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 401.67}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca2746fd2b92995c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca2746fd2b92995c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4ce507e1a5af495180cec3f8fe1ac914411838fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca2746fd2b92995c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:54:22.444634+00:00", + "ended_at": "2026-05-04T06:54:36.747804+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ca2746fd2b92995c", + "problem_id": "v2p_c14_56a4be439ddbb8a9", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_1, group_col_2=bin_2, target_col=target.", + "bindings": { + "group_col": "bin_1", + "group_col_2": "bin_2", + "target_col": "target", + "target_value": "1", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_ca2746fd2b92995c.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ca2746fd2b92995c", + "api_calls": 0, + "input_tokens": 23944, + "cached_input_tokens": 23424, + "output_tokens": 158, + "total_tokens": 24102, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3853, + "estimated_output_tokens": 142, + "estimated_total_tokens": 3995, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13820.45, + "sql_execution_elapsed_ms_total": 401.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_ca2746fd2b92995c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca2746fd2b92995c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca2746fd2b92995c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a156a8cd8394039a552f5bb798ce8cddc285a345 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca2746fd2b92995c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:54:36.337836+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13820.45, "started_at": "2026-05-04T06:54:22.489268+00:00", "ended_at": "2026-05-04T06:54:36.318814+00:00", "prompt_metrics": {"chars": 11979, "bytes_utf8": 11979, "lines": 399, "estimated_tokens": 3853}, "response_metrics": {"chars": 477, "bytes_utf8": 477, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 23944, "cached_input_tokens": 23424, "output_tokens": 158}, "stderr_preview": "2026-05-04T06:54:22.780767Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:54:25.045191Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_0.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "bin_0", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca34021981367b9c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca34021981367b9c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9760fa805e00652d10a175490648ade1061896a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca34021981367b9c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d0-63b1-7393-8a85-fb6a7a3c64c7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"bin_0\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the planned template exactly, grouping by \\\"bin_0\\\" and counting rows per category in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23814,"cached_input_tokens":23424,"output_tokens":86}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca34021981367b9c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca34021981367b9c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b14e936fdb479c8c29a1558a88a8f4f54191352 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca34021981367b9c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"bin_0\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"bin_0\"\nORDER BY row_count DESC;","notes":"Uses the planned template exactly, grouping by \"bin_0\" and counting rows per category in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca34021981367b9c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca34021981367b9c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67511c60c7172bc95f865fa9334b7e05b33f79a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca34021981367b9c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:07:39.402297Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:07:41.865062Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:07:49.822161Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca34021981367b9c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca34021981367b9c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c39e85d4bdaf312acfba50dd2ae66bafb5996b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca34021981367b9c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_0. +Result preview: [{"bin_0": "0", "row_count": 261749}, {"bin_0": "1", "row_count": 38251}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca34021981367b9c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca34021981367b9c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..38b3ad0280317053361fc09b76a760c23bb1245f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca34021981367b9c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_ca34021981367b9c +-- problem_id: v2p_c14_a62d9fb590146cf0 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", COUNT(*) AS row_count +FROM "c14" +GROUP BY "bin_0" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca34021981367b9c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca34021981367b9c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b968bf2bd70a0c56e67aced1913ac64acb63ab2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca34021981367b9c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"bin_0\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"bin_0\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"bin_0\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"bin_0\", \"row_count\"], \"rows\": [{\"bin_0\": \"0\", \"row_count\": 261749}, {\"bin_0\": \"1\", \"row_count\": 38251}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 168.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca34021981367b9c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca34021981367b9c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cd58a4a4fc92d0b2815563d6ec83e4e5ff74e463 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca34021981367b9c/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:07:39.073468+00:00", + "ended_at": "2026-05-04T07:07:50.781966+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ca34021981367b9c", + "problem_id": "v2p_c14_a62d9fb590146cf0", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_0.", + "bindings": { + "group_col": "bin_0", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_ca34021981367b9c.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ca34021981367b9c", + "api_calls": 0, + "input_tokens": 23814, + "cached_input_tokens": 23424, + "output_tokens": 86, + "total_tokens": 23900, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3723, + "estimated_output_tokens": 70, + "estimated_total_tokens": 3793, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11443.7, + "sql_execution_elapsed_ms_total": 168.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_ca34021981367b9c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca34021981367b9c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca34021981367b9c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a6ebe114ff2960147835b44a2f7ccf1828d51b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca34021981367b9c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:07:50.594012+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11443.7, "started_at": "2026-05-04T07:07:39.129620+00:00", "ended_at": "2026-05-04T07:07:50.573569+00:00", "prompt_metrics": {"chars": 11598, "bytes_utf8": 11598, "lines": 394, "estimated_tokens": 3723}, "response_metrics": {"chars": 262, "bytes_utf8": 262, "lines": 1, "estimated_tokens": 70}, "usage": {"input_tokens": 23814, "cached_input_tokens": 23424, "output_tokens": 86}, "stderr_preview": "2026-05-04T07:07:39.402297Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:07:41.865062Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=nom_3, measure_col=id, condition_col=target.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "nom_3", + "measure_col": "id", + "condition_col": "target", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca76bce0eef50af1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca76bce0eef50af1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..21d7157c3490470bf9b400543d720b627d637476 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca76bce0eef50af1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ce-0e35-7fc3-b7de-5d0fe49d9c8e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"nom_3\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"id_value\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"target\\\" = '0'\\n AND \\\"nom_3\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_3\\\",\\n \\\"id_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"nom_3\\\" ORDER BY \\\"id_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"nom_3\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"nom_3\\\",\\n \\\"id_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((0.95 * \\\"cnt\\\") + 0.999999999) AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions to approximate the 95th percentile as the value at rank CEIL(0.95 * group_size) within each \\\"nom_3\\\" group after filtering to \\\"target\\\" = '0'. \\\"id\\\" is cast to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23950,"cached_input_tokens":23424,"output_tokens":389}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca76bce0eef50af1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca76bce0eef50af1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa361052a04eb28d09e7316f1a91dabd8e0a600f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca76bce0eef50af1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"nom_3\",\n CAST(\"id\" AS REAL) AS \"id_value\"\n FROM \"c14\"\n WHERE \"target\" = '0'\n AND \"nom_3\" IS NOT NULL\n AND \"id\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"nom_3\",\n \"id_value\",\n ROW_NUMBER() OVER (PARTITION BY \"nom_3\" ORDER BY \"id_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"nom_3\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"nom_3\",\n \"id_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((0.95 * \"cnt\") + 0.999999999) AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses window functions to approximate the 95th percentile as the value at rank CEIL(0.95 * group_size) within each \"nom_3\" group after filtering to \"target\" = '0'. \"id\" is cast to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca76bce0eef50af1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca76bce0eef50af1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec94a3999febf0b8e69bb432acc38a722bb83858 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca76bce0eef50af1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:05:06.473587Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:05:08.978442Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:05:22.528036Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca76bce0eef50af1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca76bce0eef50af1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..55f43a4268be3c25a21568b392503160c698c153 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca76bce0eef50af1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=nom_3, measure_col=id, condition_col=target. +Result preview: [{"nom_3": "Costa Rica", "conditional_percentile": 285524.0}, {"nom_3": "Canada", "conditional_percentile": 285333.0}, {"nom_3": "Russia", "conditional_percentile": 284968.0}, {"nom_3": "India", "conditional_percentile": 284935.0}, {"nom_3": "Finland", "conditional_percentile": 284679.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca76bce0eef50af1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca76bce0eef50af1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6cd911e4dc8621729f35b2f9d06df338ba0a3b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca76bce0eef50af1/generated_sql.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_ca76bce0eef50af1 +-- problem_id: v2p_c14_86355450b70dd7ce +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "nom_3", + CAST("id" AS REAL) AS "id_value" + FROM "c14" + WHERE "target" = '0' + AND "nom_3" IS NOT NULL + AND "id" IS NOT NULL +), +"ranked" AS ( + SELECT + "nom_3", + "id_value", + ROW_NUMBER() OVER (PARTITION BY "nom_3" ORDER BY "id_value") AS "rn", + COUNT(*) OVER (PARTITION BY "nom_3") AS "cnt" + FROM "filtered" +) +SELECT + "nom_3", + "id_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(((0.95 * "cnt") + 0.999999999) AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca76bce0eef50af1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca76bce0eef50af1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5959ce52c13d1bda520db96c63662cda39c632df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca76bce0eef50af1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"nom_3\",\n CAST(\"id\" AS REAL) AS \"id_value\"\n FROM \"c14\"\n WHERE \"target\" = '0'\n AND \"nom_3\" IS NOT NULL\n AND \"id\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"nom_3\",\n \"id_value\",\n ROW_NUMBER() OVER (PARTITION BY \"nom_3\" ORDER BY \"id_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"nom_3\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"nom_3\",\n \"id_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((0.95 * \"cnt\") + 0.999999999) AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"nom_3\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"id_value\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"target\\\" = '0'\\n AND \\\"nom_3\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_3\\\",\\n \\\"id_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"nom_3\\\" ORDER BY \\\"id_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"nom_3\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"nom_3\\\",\\n \\\"id_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((0.95 * \\\"cnt\\\") + 0.999999999) AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"nom_3\", \"conditional_percentile\"], \"rows\": [{\"nom_3\": \"Costa Rica\", \"conditional_percentile\": 285524.0}, {\"nom_3\": \"Canada\", \"conditional_percentile\": 285333.0}, {\"nom_3\": \"Russia\", \"conditional_percentile\": 284968.0}, {\"nom_3\": \"India\", \"conditional_percentile\": 284935.0}, {\"nom_3\": \"Finland\", \"conditional_percentile\": 284679.0}, {\"nom_3\": \"China\", \"conditional_percentile\": 284660.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 927.35}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca76bce0eef50af1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca76bce0eef50af1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f5601fa2ab6d70d8b23b05d826dd8bd3c461d0f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca76bce0eef50af1/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:05:06.159650+00:00", + "ended_at": "2026-05-04T07:05:24.376009+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ca76bce0eef50af1", + "problem_id": "v2p_c14_86355450b70dd7ce", + "dataset_id": "c14", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=nom_3, measure_col=id, condition_col=target.", + "bindings": { + "group_col": "nom_3", + "measure_col": "id", + "condition_col": "target", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=44" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_ca76bce0eef50af1.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ca76bce0eef50af1", + "api_calls": 0, + "input_tokens": 23950, + "cached_input_tokens": 23424, + "output_tokens": 389, + "total_tokens": 24339, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3859, + "estimated_output_tokens": 294, + "estimated_total_tokens": 4153, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17203.7, + "sql_execution_elapsed_ms_total": 927.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_ca76bce0eef50af1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca76bce0eef50af1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca76bce0eef50af1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..51946d16fa55094dc9aed6f7b2d2d1031575f7d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca76bce0eef50af1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:05:23.436361+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17203.7, "started_at": "2026-05-04T07:05:06.214688+00:00", "ended_at": "2026-05-04T07:05:23.418455+00:00", "prompt_metrics": {"chars": 12176, "bytes_utf8": 12176, "lines": 401, "estimated_tokens": 3859}, "response_metrics": {"chars": 957, "bytes_utf8": 957, "lines": 1, "estimated_tokens": 294}, "usage": {"input_tokens": 23950, "cached_input_tokens": 23424, "output_tokens": 389}, "stderr_preview": "2026-05-04T07:05:06.473587Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:05:08.978442Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_0, group_col_2=ord_3, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_0", + "group_col_2": "ord_3", + "target_col": "target", + "target_value": "0", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca82ab2e3903fbce/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca82ab2e3903fbce/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a56494553a5ba76d35420fb9363270bb468ea72b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca82ab2e3903fbce/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c2-4693-7f33-a2e7-82510da0b75a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_0\\\", \\\"ord_3\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\", \\\"ord_3\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the planned Two-Axis Target Rate Surface template with group_col=\\\"bin_0\\\", group_col_2=\\\"ord_3\\\", and target_col=\\\"target\\\", using target_value='0' because the schema shows TEXT values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23944,"cached_input_tokens":19840,"output_tokens":186}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca82ab2e3903fbce/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca82ab2e3903fbce/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ab5ff8f9faa22d25a7045a4fd621d2cee33ee65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca82ab2e3903fbce/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_0\", \"ord_3\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_0\", \"ord_3\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the planned Two-Axis Target Rate Surface template with group_col=\"bin_0\", group_col_2=\"ord_3\", and target_col=\"target\", using target_value='0' because the schema shows TEXT values."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca82ab2e3903fbce/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca82ab2e3903fbce/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9444c49abf04f0d6a4d5a7fdeb330a2d255f934c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca82ab2e3903fbce/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:52:14.398288Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:52:16.712160Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:52:25.196079Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca82ab2e3903fbce/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca82ab2e3903fbce/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ef16f23f40979c84a427b4cc1188a6edce34b1a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca82ab2e3903fbce/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_0, group_col_2=ord_3, target_col=target. +Result preview: [{"bin_0": "1", "ord_3": "a", "target_rate": 0.8004898686261411}, {"bin_0": "0", "ord_3": "a", "target_rate": 0.7923664122137405}, {"bin_0": "1", "ord_3": "c", "target_rate": 0.7828054298642534}, {"bin_0": "0", "ord_3": "b", "target_rate": 0.7796052631578947}, {"bin_0": "1", "ord_3": "b", "target_rate": 0.779113924050633}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca82ab2e3903fbce/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca82ab2e3903fbce/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e276d0a6e1686f7a727cd721225bc3f4413c9bb0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca82ab2e3903fbce/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_ca82ab2e3903fbce +-- problem_id: v2p_c14_4b2c6ad632d8044c +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "ord_3", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_0", "ord_3" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca82ab2e3903fbce/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca82ab2e3903fbce/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71ec28cb90e1623e09ced2255bbd79a8e1bd11d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca82ab2e3903fbce/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_0\", \"ord_3\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_0\", \"ord_3\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_0\\\", \\\"ord_3\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\", \\\"ord_3\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bin_0\", \"ord_3\", \"target_rate\"], \"rows\": [{\"bin_0\": \"1\", \"ord_3\": \"a\", \"target_rate\": 0.8004898686261411}, {\"bin_0\": \"0\", \"ord_3\": \"a\", \"target_rate\": 0.7923664122137405}, {\"bin_0\": \"1\", \"ord_3\": \"c\", \"target_rate\": 0.7828054298642534}, {\"bin_0\": \"0\", \"ord_3\": \"b\", \"target_rate\": 0.7796052631578947}, {\"bin_0\": \"1\", \"ord_3\": \"b\", \"target_rate\": 0.779113924050633}, {\"bin_0\": \"0\", \"ord_3\": \"c\", \"target_rate\": 0.7646864686468647}, {\"bin_0\": \"1\", \"ord_3\": \"d\", \"target_rate\": 0.7602397602397603}, {\"bin_0\": \"0\", \"ord_3\": \"d\", \"target_rate\": 0.7583659278574533}, {\"bin_0\": \"0\", \"ord_3\": \"e\", \"target_rate\": 0.742381974248927}, {\"bin_0\": \"1\", \"ord_3\": \"f\", \"target_rate\": 0.7332407085793679}, {\"bin_0\": \"1\", \"ord_3\": \"e\", \"target_rate\": 0.7268673355629878}, {\"bin_0\": \"0\", \"ord_3\": \"f\", \"target_rate\": 0.7237631376570111}, {\"bin_0\": \"0\", \"ord_3\": \"g\", \"target_rate\": 0.7119770665322581}, {\"bin_0\": \"1\", \"ord_3\": \"g\", \"target_rate\": 0.6989916326968462}, {\"bin_0\": \"1\", \"ord_3\": \"h\", \"target_rate\": 0.6969397828232972}, {\"bin_0\": \"0\", \"ord_3\": \"h\", \"target_rate\": 0.6924565688217132}, {\"bin_0\": \"0\", \"ord_3\": \"i\", \"target_rate\": 0.6713626526195434}, {\"bin_0\": \"1\", \"ord_3\": \"i\", \"target_rate\": 0.6594549030626581}, {\"bin_0\": \"0\", \"ord_3\": \"j\", \"target_rate\": 0.6576026119402985}, {\"bin_0\": \"1\", \"ord_3\": \"j\", \"target_rate\": 0.6570003118178983}, {\"bin_0\": \"0\", \"ord_3\": \"m\", \"target_rate\": 0.6433566433566433}, {\"bin_0\": \"0\", \"ord_3\": \"k\", \"target_rate\": 0.6362946695947295}, {\"bin_0\": \"1\", \"ord_3\": \"k\", \"target_rate\": 0.6242305540011192}, {\"bin_0\": \"0\", \"ord_3\": \"l\", \"target_rate\": 0.6210496164985201}, {\"bin_0\": \"1\", \"ord_3\": \"l\", \"target_rate\": 0.6185413565809058}, {\"bin_0\": \"0\", \"ord_3\": \"n\", \"target_rate\": 0.6004540295119183}, {\"bin_0\": \"1\", \"ord_3\": \"n\", \"target_rate\": 0.5979591836734693}, {\"bin_0\": \"0\", \"ord_3\": \"o\", \"target_rate\": 0.5666666666666667}, {\"bin_0\": \"1\", \"ord_3\": \"o\", \"target_rate\": 0.5641379310344827}, {\"bin_0\": \"1\", \"ord_3\": \"m\", \"target_rate\": 0.5476190476190477}], \"row_count_returned\": 30, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1358.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca82ab2e3903fbce/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca82ab2e3903fbce/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f45c46a398725f2b15eeeb843fae3f377cb17a51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca82ab2e3903fbce/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:52:14.165583+00:00", + "ended_at": "2026-05-04T06:52:27.552960+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ca82ab2e3903fbce", + "problem_id": "v2p_c14_4b2c6ad632d8044c", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_0, group_col_2=ord_3, target_col=target.", + "bindings": { + "group_col": "bin_0", + "group_col_2": "ord_3", + "target_col": "target", + "target_value": "0", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_ca82ab2e3903fbce.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ca82ab2e3903fbce", + "api_calls": 0, + "input_tokens": 23944, + "cached_input_tokens": 19840, + "output_tokens": 186, + "total_tokens": 24130, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3853, + "estimated_output_tokens": 130, + "estimated_total_tokens": 3983, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11934.65, + "sql_execution_elapsed_ms_total": 1358.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_ca82ab2e3903fbce\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca82ab2e3903fbce/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca82ab2e3903fbce/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9d8250905f54ca45aa381e39b42b1f4bca42746 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ca82ab2e3903fbce/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:52:26.183999+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11934.65, "started_at": "2026-05-04T06:52:14.223081+00:00", "ended_at": "2026-05-04T06:52:26.157942+00:00", "prompt_metrics": {"chars": 11987, "bytes_utf8": 11987, "lines": 399, "estimated_tokens": 3853}, "response_metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 23944, "cached_input_tokens": 19840, "output_tokens": 186}, "stderr_preview": "2026-05-04T06:52:14.398288Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:52:16.712160Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=bin_4, measure_col=id, condition_col=ord_0.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "bin_4", + "measure_col": "id", + "condition_col": "ord_0", + "condition_value": "2", + "positive_value": "1", + "negative_value": "2", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..822083fc967d607b55a93690bda0bbb3f760c933 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cc-385b-76c3-88f7-eb13ac0b062d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"bin_4\\\",\\n CAST(\\\"id\\\" AS INTEGER) AS \\\"measure_value\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_0\\\" = '2'\\n AND \\\"bin_4\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"bin_4\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"bin_4\\\"\\n ORDER BY \\\"measure_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"bin_4\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"bin_4\\\",\\n MIN(\\\"measure_value\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\nGROUP BY \\\"bin_4\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per \\\"bin_4\\\" over CAST(\\\"id\\\" AS INTEGER), filtered to rows where \\\"ord_0\\\" = '2'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23955,"cached_input_tokens":23424,"output_tokens":609}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eeb724b11b15376f6c8dcb8097e1e5d5be5d4c40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"bin_4\",\n CAST(\"id\" AS INTEGER) AS \"measure_value\"\n FROM \"c14\"\n WHERE \"ord_0\" = '2'\n AND \"bin_4\" IS NOT NULL\n AND \"id\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"bin_4\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"bin_4\"\n ORDER BY \"measure_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"bin_4\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"bin_4\",\n MIN(\"measure_value\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\nGROUP BY \"bin_4\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per \"bin_4\" over CAST(\"id\" AS INTEGER), filtered to rows where \"ord_0\" = '2'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..118928a5a83dbeccfc4ebccc4cf7cd31c3a274cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:03:06.143615Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:03:08.570817Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:03:25.487561Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c46b8d5ba6758cb9570ed05818bdab23b491b8ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=bin_4, measure_col=id, condition_col=ord_0. +Result preview: [{"bin_4": "N", "conditional_percentile": 269942}, {"bin_4": "Y", "conditional_percentile": 269673}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..19aff3f188e55c48212cb47d0f77ad158f556fb1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_ce88aef53664bd5b +-- problem_id: v2p_c14_fab88e351ccaf701 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "bin_4", + CAST("id" AS INTEGER) AS "measure_value" + FROM "c14" + WHERE "ord_0" = '2' + AND "bin_4" IS NOT NULL + AND "id" IS NOT NULL +), +"ranked" AS ( + SELECT + "bin_4", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "bin_4" + ORDER BY "measure_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "bin_4" + ) AS "cnt" + FROM "filtered" +) +SELECT + "bin_4", + MIN("measure_value") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST(((9 * "cnt") + 9) / 10 AS INTEGER) +GROUP BY "bin_4" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b5847fa10ffeecd38c6124cb9fabbba3b7a139e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"bin_4\",\n CAST(\"id\" AS INTEGER) AS \"measure_value\"\n FROM \"c14\"\n WHERE \"ord_0\" = '2'\n AND \"bin_4\" IS NOT NULL\n AND \"id\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"bin_4\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"bin_4\"\n ORDER BY \"measure_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"bin_4\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"bin_4\",\n MIN(\"measure_value\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\nGROUP BY \"bin_4\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"bin_4\\\",\\n CAST(\\\"id\\\" AS INTEGER) AS \\\"measure_value\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_0\\\" = '2'\\n AND \\\"bin_4\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"bin_4\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"bin_4\\\"\\n ORDER BY \\\"measure_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"bin_4\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"bin_4\\\",\\n MIN(\\\"measure_value\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\nGROUP BY \\\"bin_4\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"bin_4\", \"conditional_percentile\"], \"rows\": [{\"bin_4\": \"N\", \"conditional_percentile\": 269942}, {\"bin_4\": \"Y\", \"conditional_percentile\": 269673}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 313.28}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e02931c112aff72c31988785bfc55174f1dca65d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:03:05.898406+00:00", + "ended_at": "2026-05-04T07:03:26.565275+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ce88aef53664bd5b", + "problem_id": "v2p_c14_fab88e351ccaf701", + "dataset_id": "c14", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=bin_4, measure_col=id, condition_col=ord_0.", + "bindings": { + "group_col": "bin_4", + "measure_col": "id", + "condition_col": "ord_0", + "condition_value": "2", + "positive_value": "1", + "negative_value": "2", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_ce88aef53664bd5b.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ce88aef53664bd5b", + "api_calls": 0, + "input_tokens": 23955, + "cached_input_tokens": 23424, + "output_tokens": 609, + "total_tokens": 24564, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 294, + "estimated_total_tokens": 4158, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20275.81, + "sql_execution_elapsed_ms_total": 313.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_ce88aef53664bd5b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d500ca9202c41226695660c45f4de8c037c8ecdc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:03:26.247124+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20275.81, "started_at": "2026-05-04T07:03:05.953347+00:00", "ended_at": "2026-05-04T07:03:26.228776+00:00", "prompt_metrics": {"chars": 12177, "bytes_utf8": 12177, "lines": 401, "estimated_tokens": 3864}, "response_metrics": {"chars": 938, "bytes_utf8": 938, "lines": 1, "estimated_tokens": 294}, "usage": {"input_tokens": 23955, "cached_input_tokens": 23424, "output_tokens": 609}, "stderr_preview": "2026-05-04T07:03:06.143615Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:03:08.570817Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\nGROUP BY \\\"bin_4\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per \\\"bin_4\\\" over CAST(\\\"id\\\" AS INTEGER), filtered to rows where \\\"ord_0\\\" = '2'.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..969617046aa88f03c4a09e25fddb7459981d56b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ce88aef53664bd5b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ce88aef53664bd5b", + "api_calls": 0, + "input_tokens": 23955, + "cached_input_tokens": 23424, + "output_tokens": 609, + "total_tokens": 24564, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 294, + "estimated_total_tokens": 4158, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20275.81, + "sql_execution_elapsed_ms_total": 313.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_ce88aef53664bd5b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cef6bd2af8d1adae/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cef6bd2af8d1adae/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9feb84d961ce56f9e4a0b9d4b3acaa12f4118fb5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cef6bd2af8d1adae/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"nom_9": "163cc60fa", "support": 72, "avg_response": 4.986111111111111}, {"nom_9": "21578b358", "support": 70, "avg_response": 6.285714285714286}, {"nom_9": "412859a59", "support": 67, "avg_response": 6.417910447761194}, {"nom_9": "e8be2364b", "support": 67, "avg_response": 4.388059701492537}, {"nom_9": "f12f038cc", "support": 66, "avg_response": 6.636363636363637}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cef6bd2af8d1adae/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cef6bd2af8d1adae/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5295938e5a8a5d7c6865275483e775351ee19f94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cef6bd2af8d1adae/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_cef6bd2af8d1adae +-- problem_id: v2p_c14_e0c31fcd717b3e58 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_9", + COUNT(*) AS support, + AVG("month") AS avg_response +FROM "c14" +GROUP BY "nom_9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cef6bd2af8d1adae/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cef6bd2af8d1adae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..01b474c3d6d9a95d0ddf8f5d10e82edb839ccb4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cef6bd2af8d1adae/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_cef6bd2af8d1adae\n-- problem_id: v2p_c14_e0c31fcd717b3e58\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_9\",\n COUNT(*) AS support,\n AVG(\"month\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_9\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_cef6bd2af8d1adae\\n-- problem_id: v2p_c14_e0c31fcd717b3e58\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_9\\\",\\n COUNT(*) AS support,\\n AVG(\\\"month\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_9\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_9\", \"support\", \"avg_response\"], \"rows\": [{\"nom_9\": \"163cc60fa\", \"support\": 72, \"avg_response\": 4.986111111111111}, {\"nom_9\": \"21578b358\", \"support\": 70, \"avg_response\": 6.285714285714286}, {\"nom_9\": \"412859a59\", \"support\": 67, \"avg_response\": 6.417910447761194}, {\"nom_9\": \"e8be2364b\", \"support\": 67, \"avg_response\": 4.388059701492537}, {\"nom_9\": \"f12f038cc\", \"support\": 66, \"avg_response\": 6.636363636363637}, {\"nom_9\": \"ca7ddfae9\", \"support\": 65, \"avg_response\": 5.846153846153846}, {\"nom_9\": \"2257000b0\", \"support\": 64, \"avg_response\": 6.125}, {\"nom_9\": \"38039d3a8\", \"support\": 64, \"avg_response\": 5.921875}, {\"nom_9\": \"7d43106ff\", \"support\": 63, \"avg_response\": 6.238095238095238}, {\"nom_9\": \"2668255cf\", \"support\": 63, \"avg_response\": 6.126984126984127}, {\"nom_9\": \"971c72d33\", \"support\": 63, \"avg_response\": 5.73015873015873}, {\"nom_9\": \"3e1d307ac\", \"support\": 63, \"avg_response\": 5.619047619047619}, {\"nom_9\": \"f43b6639b\", \"support\": 63, \"avg_response\": 5.571428571428571}, {\"nom_9\": \"3a5b9bbd7\", \"support\": 63, \"avg_response\": 5.301587301587301}, {\"nom_9\": \"d4d9cd1e9\", \"support\": 62, \"avg_response\": 6.241935483870968}, {\"nom_9\": \"b043b3d84\", \"support\": 62, \"avg_response\": 6.048387096774194}, {\"nom_9\": \"0e2bfc354\", \"support\": 62, \"avg_response\": 5.935483870967742}, {\"nom_9\": \"8defee9b8\", \"support\": 62, \"avg_response\": 5.870967741935484}, {\"nom_9\": \"b37f33d00\", \"support\": 62, \"avg_response\": 5.82258064516129}, {\"nom_9\": \"ae709c39d\", \"support\": 62, \"avg_response\": 5.596774193548387}, {\"nom_9\": \"a92c41029\", \"support\": 62, \"avg_response\": 5.467741935483871}, {\"nom_9\": \"912eb6e42\", \"support\": 62, \"avg_response\": 5.451612903225806}, {\"nom_9\": \"0a29d2401\", \"support\": 62, \"avg_response\": 5.193548387096774}, {\"nom_9\": \"a1d23b123\", \"support\": 61, \"avg_response\": 6.229508196721311}, {\"nom_9\": \"fe5220394\", \"support\": 61, \"avg_response\": 6.229508196721311}, {\"nom_9\": \"9fbd214f0\", \"support\": 61, \"avg_response\": 6.065573770491803}, {\"nom_9\": \"2b7212b50\", \"support\": 61, \"avg_response\": 6.016393442622951}, {\"nom_9\": \"95db371aa\", \"support\": 61, \"avg_response\": 5.950819672131147}, {\"nom_9\": \"4ef13e388\", \"support\": 61, \"avg_response\": 5.918032786885246}, {\"nom_9\": \"428d5bad6\", \"support\": 61, \"avg_response\": 5.721311475409836}, {\"nom_9\": \"1903e8cdf\", \"support\": 61, \"avg_response\": 5.704918032786885}, {\"nom_9\": \"8e6834928\", \"support\": 61, \"avg_response\": 5.622950819672131}, {\"nom_9\": \"c1324082f\", \"support\": 61, \"avg_response\": 5.524590163934426}, {\"nom_9\": \"60f27e6b6\", \"support\": 61, \"avg_response\": 5.508196721311475}, {\"nom_9\": \"af920cd89\", \"support\": 61, \"avg_response\": 4.967213114754099}, {\"nom_9\": \"d608ebad3\", \"support\": 61, \"avg_response\": 4.475409836065574}, {\"nom_9\": \"9332ff270\", \"support\": 60, \"avg_response\": 6.483333333333333}, {\"nom_9\": \"18e372a4d\", \"support\": 60, \"avg_response\": 6.3}, {\"nom_9\": \"c54a4d273\", \"support\": 60, \"avg_response\": 6.216666666666667}, {\"nom_9\": \"fe7aa1794\", \"support\": 60, \"avg_response\": 6.116666666666666}, {\"nom_9\": \"8dfb56d84\", \"support\": 60, \"avg_response\": 6.066666666666666}, {\"nom_9\": \"b22e596ed\", \"support\": 60, \"avg_response\": 5.983333333333333}, {\"nom_9\": \"2533756c6\", \"support\": 60, \"avg_response\": 5.933333333333334}, {\"nom_9\": \"cefa8140e\", \"support\": 60, \"avg_response\": 5.75}, {\"nom_9\": \"8e0450be1\", \"support\": 60, \"avg_response\": 5.683333333333334}, {\"nom_9\": \"04ee2825d\", \"support\": 60, \"avg_response\": 5.65}, {\"nom_9\": \"a16b1d8cd\", \"support\": 60, \"avg_response\": 5.65}, {\"nom_9\": \"27c271936\", \"support\": 60, \"avg_response\": 5.616666666666666}, {\"nom_9\": \"03dae55ac\", \"support\": 60, \"avg_response\": 5.283333333333333}, {\"nom_9\": \"770664efa\", \"support\": 60, \"avg_response\": 5.25}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 391.5}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cef6bd2af8d1adae/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cef6bd2af8d1adae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..beeee4ea5f6a663daefbecea84dce42f2ac35be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cef6bd2af8d1adae/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:59.369986+00:00", + "ended_at": "2026-05-04T07:37:59.767747+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_cef6bd2af8d1adae", + "problem_id": "v2p_c14_e0c31fcd717b3e58", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=month, key_col=nom_9.", + "bindings": { + "key_col": "nom_9", + "measure_col": "month", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=23", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 23, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_cef6bd2af8d1adae.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cef6bd2af8d1adae/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cef6bd2af8d1adae/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cef6bd2af8d1adae/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef33dd53ed82de04f61f5c7422173c33ee83eb42 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11682, "bytes_utf8": 11682, "lines": 394, "estimated_tokens": 3762}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 310, "bytes_utf8": 310, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 23851, "cached_input_tokens": 22912, "output_tokens": 116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e3a08db6ef12b98295758d4a4978d9490ee2f5e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_cf92e9e0bb621ba2", + "api_calls": 0, + "input_tokens": 23851, + "cached_input_tokens": 22912, + "output_tokens": 116, + "total_tokens": 23967, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3762, + "estimated_output_tokens": 91, + "estimated_total_tokens": 3853, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10585.33, + "sql_execution_elapsed_ms_total": 181.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_cf92e9e0bb621ba2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1a28120eac1171f8fb230a5583b1931a9bd05bf9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:25:53.651108+00:00", + "ended_at": "2026-05-04T07:26:04.236255+00:00", + "elapsed_ms": 10585.33, + "prompt_metrics": { + "chars": 11682, + "bytes_utf8": 11682, + "lines": 394, + "estimated_tokens": 3762 + }, + "stdout_metrics": { + "chars": 637, + "bytes_utf8": 637, + "lines": 4, + "estimated_tokens": 195 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13213 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 310, + "bytes_utf8": 310, + "lines": 1, + "estimated_tokens": 91 + }, + "usage": { + "input_tokens": 23851, + "cached_input_tokens": 22912, + "output_tokens": 116 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..90e44e38b9103f69f22d75811d7e423d358ec9fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,394 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=bin_4.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "bin_4", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb19df35eb7a97751c9dc1c04fd9eb765422fc5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e1-1712-7173-a728-43b781afaaad"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"bin_4\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\"\\nORDER BY support ASC, \\\"bin_4\\\"\\nLIMIT 12;\",\"notes\":\"Applied the planned Low-Support Group Count template with group_col fixed to \\\"bin_4\\\" on single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23851,"cached_input_tokens":22912,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..afad1d5b4106d0c9a0dcc5c6edf91f2a6b09d7f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"bin_4\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"bin_4\"\nORDER BY support ASC, \"bin_4\"\nLIMIT 12;","notes":"Applied the planned Low-Support Group Count template with group_col fixed to \"bin_4\" on single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5ae4bcc9df359caa215c2b8274b322c202019e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:25:53.899234Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:25:56.366255Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:26:03.672483Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fd0a166397b3476b0f83879ea787ee293790b0c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=bin_4. +Result preview: [{"bin_4": "N", "support": 108367}, {"bin_4": "Y", "support": 191633}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bfad08b33c354bfdfb6a1c4335f5b727c81e5890 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_cf92e9e0bb621ba2 +-- problem_id: v2p_c14_f5735d667b3ef625 +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_4", + COUNT(*) AS support +FROM "c14" +GROUP BY "bin_4" +ORDER BY support ASC, "bin_4" +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7174ebb91b5d9cf4feea35f6b8976c2d8edc4e34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"bin_4\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"bin_4\"\nORDER BY support ASC, \"bin_4\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"bin_4\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\"\\nORDER BY support ASC, \\\"bin_4\\\"\\nLIMIT 12;\", \"columns\": [\"bin_4\", \"support\"], \"rows\": [{\"bin_4\": \"N\", \"support\": 108367}, {\"bin_4\": \"Y\", \"support\": 191633}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 181.11}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1a791ed30af5fb91158e1f5a62cffb353951f894 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:25:53.596095+00:00", + "ended_at": "2026-05-04T07:26:04.445442+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_cf92e9e0bb621ba2", + "problem_id": "v2p_c14_f5735d667b3ef625", + "dataset_id": "c14", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=bin_4.", + "bindings": { + "group_col": "bin_4", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_cf92e9e0bb621ba2.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_cf92e9e0bb621ba2", + "api_calls": 0, + "input_tokens": 23851, + "cached_input_tokens": 22912, + "output_tokens": 116, + "total_tokens": 23967, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3762, + "estimated_output_tokens": 91, + "estimated_total_tokens": 3853, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10585.33, + "sql_execution_elapsed_ms_total": 181.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_cf92e9e0bb621ba2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca5d4b77fbcca34549844d5baa1ed50b28f89556 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_cf92e9e0bb621ba2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:26:04.255224+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10585.33, "started_at": "2026-05-04T07:25:53.651108+00:00", "ended_at": "2026-05-04T07:26:04.236255+00:00", "prompt_metrics": {"chars": 11682, "bytes_utf8": 11682, "lines": 394, "estimated_tokens": 3762}, "response_metrics": {"chars": 310, "bytes_utf8": 310, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 23851, "cached_input_tokens": 22912, "output_tokens": 116}, "stderr_preview": "2026-05-04T07:25:53.899234Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:25:56.366255Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_4.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "bin_4", + "entity_col": "nom_8", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0279f4f6d4e0dde/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0279f4f6d4e0dde/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f6cc22859b851f7f91b4ea05ed6423a071199ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0279f4f6d4e0dde/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d5-5a92-7911-b3d5-7aebe63c5524"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bin_4\\\", COUNT(DISTINCT \\\"nom_8\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\",\"notes\":\"Applied the provided Top-k Groups by Distinct Entity Coverage template with group_col=\\\"bin_4\\\" and entity_col=\\\"nom_8\\\" on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23866,"cached_input_tokens":23424,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0279f4f6d4e0dde/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0279f4f6d4e0dde/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..48ca08436bfcb3d7a1f793896fd263b35cb8e81d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0279f4f6d4e0dde/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bin_4\", COUNT(DISTINCT \"nom_8\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_4\"\nORDER BY distinct_entities DESC\nLIMIT 11;","notes":"Applied the provided Top-k Groups by Distinct Entity Coverage template with group_col=\"bin_4\" and entity_col=\"nom_8\" on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0279f4f6d4e0dde/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0279f4f6d4e0dde/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcdaed72da612d8b237f55de9a71a3dfdc3bf940 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0279f4f6d4e0dde/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:13:04.811724Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:13:07.355685Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:13:16.960676Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0279f4f6d4e0dde/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0279f4f6d4e0dde/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..edf0fb7c39109ae1d0c8382c8fbc68b42324a690 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0279f4f6d4e0dde/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_4. +Result preview: [{"bin_4": "Y", "distinct_entities": 2213}, {"bin_4": "N", "distinct_entities": 2205}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0279f4f6d4e0dde/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0279f4f6d4e0dde/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8a72c8901599570d31f9f31c3f7765702b0049a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0279f4f6d4e0dde/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c14_d0279f4f6d4e0dde +-- problem_id: v2p_c14_ad4b246beca794db +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_4", COUNT(DISTINCT "nom_8") AS distinct_entities +FROM "c14" +GROUP BY "bin_4" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0279f4f6d4e0dde/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0279f4f6d4e0dde/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be4877ad2cca9873a79ddafee6dbae289827c691 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0279f4f6d4e0dde/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bin_4\", COUNT(DISTINCT \"nom_8\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_4\"\nORDER BY distinct_entities DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bin_4\\\", COUNT(DISTINCT \\\"nom_8\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\", \"columns\": [\"bin_4\", \"distinct_entities\"], \"rows\": [{\"bin_4\": \"Y\", \"distinct_entities\": 2213}, {\"bin_4\": \"N\", \"distinct_entities\": 2205}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 404.13}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0279f4f6d4e0dde/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0279f4f6d4e0dde/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6007bf31c17735383931ea00fdf67eebd88d5ebf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0279f4f6d4e0dde/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:13:01.178748+00:00", + "ended_at": "2026-05-04T07:13:18.166960+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_d0279f4f6d4e0dde", + "problem_id": "v2p_c14_ad4b246beca794db", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_4.", + "bindings": { + "group_col": "bin_4", + "entity_col": "nom_8", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_d0279f4f6d4e0dde.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d0279f4f6d4e0dde", + "api_calls": 0, + "input_tokens": 23866, + "cached_input_tokens": 23424, + "output_tokens": 116, + "total_tokens": 23982, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3777, + "estimated_output_tokens": 100, + "estimated_total_tokens": 3877, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16484.47, + "sql_execution_elapsed_ms_total": 404.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_d0279f4f6d4e0dde\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0279f4f6d4e0dde/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0279f4f6d4e0dde/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb9d03ef8f390d37bb8b1f457b848b77bffcdfc0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0279f4f6d4e0dde/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:13:17.738001+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16484.47, "started_at": "2026-05-04T07:13:01.233781+00:00", "ended_at": "2026-05-04T07:13:17.718861+00:00", "prompt_metrics": {"chars": 11805, "bytes_utf8": 11805, "lines": 396, "estimated_tokens": 3777}, "response_metrics": {"chars": 364, "bytes_utf8": 364, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 23866, "cached_input_tokens": 23424, "output_tokens": 116}, "stderr_preview": "2026-05-04T07:13:04.811724Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:13:07.355685Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ord_1.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "ord_1", + "predicate_col": "nom_9", + "predicate_op": "=", + "predicate_value": "1f31c5cc1", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0af6bba16ee55b2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0af6bba16ee55b2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d43b93bdbdd518c8998f54cf4f43b1ebf657eda --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0af6bba16ee55b2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d2-a59f-7140-8fb0-178282987507"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_1\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_9\\\" = '1f31c5cc1'\\nGROUP BY \\\"ord_1\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"ord_1\\\", predicate_col=\\\"nom_9\\\", predicate_op=\\\"=\\\", predicate_value='1f31c5cc1', top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23894,"cached_input_tokens":23424,"output_tokens":135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0af6bba16ee55b2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0af6bba16ee55b2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee8b2b022130d0c55331ca4b089f5b377f0afc72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0af6bba16ee55b2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_1\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"nom_9\" = '1f31c5cc1'\nGROUP BY \"ord_1\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\"ord_1\", predicate_col=\"nom_9\", predicate_op=\"=\", predicate_value='1f31c5cc1', top_k=10."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0af6bba16ee55b2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0af6bba16ee55b2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..21d69ffc073d852abb9b8828d0a0a49429bde81d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0af6bba16ee55b2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:10:07.352199Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:10:09.675344Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:10:16.920741Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0af6bba16ee55b2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0af6bba16ee55b2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c55edc7d7d76b66a0aa87c6b6e3c7297c1151ade --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0af6bba16ee55b2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ord_1. +Result preview: [{"ord_1": "Novice", "support": 11}, {"ord_1": "Grandmaster", "support": 8}, {"ord_1": "Contributor", "support": 5}, {"ord_1": "Expert", "support": 3}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0af6bba16ee55b2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0af6bba16ee55b2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..078a4701c947ec532810440622374cd09063d69b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0af6bba16ee55b2/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_d0af6bba16ee55b2 +-- problem_id: v2p_c14_b1a7e727acf8dba1 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_1", COUNT(*) AS support +FROM "c14" +WHERE "nom_9" = '1f31c5cc1' +GROUP BY "ord_1" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0af6bba16ee55b2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0af6bba16ee55b2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c5919f4b5b30f8ad46e3eb3072876894a6abc088 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0af6bba16ee55b2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_1\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"nom_9\" = '1f31c5cc1'\nGROUP BY \"ord_1\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_1\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_9\\\" = '1f31c5cc1'\\nGROUP BY \\\"ord_1\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"ord_1\", \"support\"], \"rows\": [{\"ord_1\": \"Novice\", \"support\": 11}, {\"ord_1\": \"Grandmaster\", \"support\": 8}, {\"ord_1\": \"Contributor\", \"support\": 5}, {\"ord_1\": \"Expert\", \"support\": 3}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 96.35}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0af6bba16ee55b2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0af6bba16ee55b2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..41bf55c5cfd3435735b46e17ecf01ce5e9b5bf2b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0af6bba16ee55b2/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:10:07.040570+00:00", + "ended_at": "2026-05-04T07:10:17.877096+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_d0af6bba16ee55b2", + "problem_id": "v2p_c14_b1a7e727acf8dba1", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ord_1.", + "bindings": { + "group_col": "ord_1", + "predicate_col": "nom_9", + "predicate_op": "=", + "predicate_value": "1f31c5cc1", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=65" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_d0af6bba16ee55b2.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d0af6bba16ee55b2", + "api_calls": 0, + "input_tokens": 23894, + "cached_input_tokens": 23424, + "output_tokens": 135, + "total_tokens": 24029, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3805, + "estimated_output_tokens": 120, + "estimated_total_tokens": 3925, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10663.87, + "sql_execution_elapsed_ms_total": 96.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_d0af6bba16ee55b2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0af6bba16ee55b2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0af6bba16ee55b2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c59d8edd7e0ea3234d773f275f9504823b5decf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d0af6bba16ee55b2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:10:17.776399+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10663.87, "started_at": "2026-05-04T07:10:07.093275+00:00", "ended_at": "2026-05-04T07:10:17.753810+00:00", "prompt_metrics": {"chars": 11877, "bytes_utf8": 11877, "lines": 398, "estimated_tokens": 3805}, "response_metrics": {"chars": 394, "bytes_utf8": 394, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 23894, "cached_input_tokens": 23424, "output_tokens": 135}, "stderr_preview": "2026-05-04T07:10:07.352199Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:10:09.675344Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_0, group_col_2=ord_3, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_0", + "group_col_2": "ord_3", + "target_col": "target", + "target_value": "0", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d529f97d83b48164/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d529f97d83b48164/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..89213452f201f9beebb4325dff39f84e6a853892 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d529f97d83b48164/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c2-0a2a-79b1-a4af-756d9d633aac"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_0\\\", \\\"ord_3\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\", \\\"ord_3\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=bin_0, group_col_2=ord_3, and target_col=target, computing the within-group proportion for target='0' in SQLite-compatible SQL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23945,"cached_input_tokens":23424,"output_tokens":153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d529f97d83b48164/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d529f97d83b48164/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7db10c1bbaa6b243d05e1711f99cc77258db4aa9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d529f97d83b48164/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_0\", \"ord_3\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_0\", \"ord_3\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=bin_0, group_col_2=ord_3, and target_col=target, computing the within-group proportion for target='0' in SQLite-compatible SQL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d529f97d83b48164/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d529f97d83b48164/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..752af5c8202aad63a9434581dd9b163434f77e6a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d529f97d83b48164/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:51:58.934473Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:52:01.215431Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:52:12.038501Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d529f97d83b48164/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d529f97d83b48164/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2281ededd17d1163323c036d3bf51d402489570d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d529f97d83b48164/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_0, group_col_2=ord_3, target_col=target. +Result preview: [{"bin_0": "1", "ord_3": "a", "target_rate": 0.8004898686261411}, {"bin_0": "0", "ord_3": "a", "target_rate": 0.7923664122137405}, {"bin_0": "1", "ord_3": "c", "target_rate": 0.7828054298642534}, {"bin_0": "0", "ord_3": "b", "target_rate": 0.7796052631578947}, {"bin_0": "1", "ord_3": "b", "target_rate": 0.779113924050633}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d529f97d83b48164/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d529f97d83b48164/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..76dc108bcecd4e9a5e1a97acdba0d7d471f94750 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d529f97d83b48164/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_d529f97d83b48164 +-- problem_id: v2p_c14_ff9648911b5d4c74 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "ord_3", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_0", "ord_3" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d529f97d83b48164/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d529f97d83b48164/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1097aed9df4bac6e84507662fccfacdff4c11774 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d529f97d83b48164/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_0\", \"ord_3\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_0\", \"ord_3\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_0\\\", \\\"ord_3\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\", \\\"ord_3\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"bin_0\", \"ord_3\", \"target_rate\"], \"rows\": [{\"bin_0\": \"1\", \"ord_3\": \"a\", \"target_rate\": 0.8004898686261411}, {\"bin_0\": \"0\", \"ord_3\": \"a\", \"target_rate\": 0.7923664122137405}, {\"bin_0\": \"1\", \"ord_3\": \"c\", \"target_rate\": 0.7828054298642534}, {\"bin_0\": \"0\", \"ord_3\": \"b\", \"target_rate\": 0.7796052631578947}, {\"bin_0\": \"1\", \"ord_3\": \"b\", \"target_rate\": 0.779113924050633}, {\"bin_0\": \"0\", \"ord_3\": \"c\", \"target_rate\": 0.7646864686468647}, {\"bin_0\": \"1\", \"ord_3\": \"d\", \"target_rate\": 0.7602397602397603}, {\"bin_0\": \"0\", \"ord_3\": \"d\", \"target_rate\": 0.7583659278574533}, {\"bin_0\": \"0\", \"ord_3\": \"e\", \"target_rate\": 0.742381974248927}, {\"bin_0\": \"1\", \"ord_3\": \"f\", \"target_rate\": 0.7332407085793679}, {\"bin_0\": \"1\", \"ord_3\": \"e\", \"target_rate\": 0.7268673355629878}, {\"bin_0\": \"0\", \"ord_3\": \"f\", \"target_rate\": 0.7237631376570111}, {\"bin_0\": \"0\", \"ord_3\": \"g\", \"target_rate\": 0.7119770665322581}, {\"bin_0\": \"1\", \"ord_3\": \"g\", \"target_rate\": 0.6989916326968462}, {\"bin_0\": \"1\", \"ord_3\": \"h\", \"target_rate\": 0.6969397828232972}, {\"bin_0\": \"0\", \"ord_3\": \"h\", \"target_rate\": 0.6924565688217132}, {\"bin_0\": \"0\", \"ord_3\": \"i\", \"target_rate\": 0.6713626526195434}, {\"bin_0\": \"1\", \"ord_3\": \"i\", \"target_rate\": 0.6594549030626581}, {\"bin_0\": \"0\", \"ord_3\": \"j\", \"target_rate\": 0.6576026119402985}, {\"bin_0\": \"1\", \"ord_3\": \"j\", \"target_rate\": 0.6570003118178983}, {\"bin_0\": \"0\", \"ord_3\": \"m\", \"target_rate\": 0.6433566433566433}, {\"bin_0\": \"0\", \"ord_3\": \"k\", \"target_rate\": 0.6362946695947295}, {\"bin_0\": \"1\", \"ord_3\": \"k\", \"target_rate\": 0.6242305540011192}, {\"bin_0\": \"0\", \"ord_3\": \"l\", \"target_rate\": 0.6210496164985201}, {\"bin_0\": \"1\", \"ord_3\": \"l\", \"target_rate\": 0.6185413565809058}, {\"bin_0\": \"0\", \"ord_3\": \"n\", \"target_rate\": 0.6004540295119183}, {\"bin_0\": \"1\", \"ord_3\": \"n\", \"target_rate\": 0.5979591836734693}, {\"bin_0\": \"0\", \"ord_3\": \"o\", \"target_rate\": 0.5666666666666667}, {\"bin_0\": \"1\", \"ord_3\": \"o\", \"target_rate\": 0.5641379310344827}, {\"bin_0\": \"1\", \"ord_3\": \"m\", \"target_rate\": 0.5476190476190477}], \"row_count_returned\": 30, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1329.0}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d529f97d83b48164/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d529f97d83b48164/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..089d0c7f216a22b829d866b7976a435d445688e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d529f97d83b48164/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:51:58.685319+00:00", + "ended_at": "2026-05-04T06:52:14.163067+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_d529f97d83b48164", + "problem_id": "v2p_c14_ff9648911b5d4c74", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_0, group_col_2=ord_3, target_col=target.", + "bindings": { + "group_col": "bin_0", + "group_col_2": "ord_3", + "target_col": "target", + "target_value": "0", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_d529f97d83b48164.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d529f97d83b48164", + "api_calls": 0, + "input_tokens": 23945, + "cached_input_tokens": 23424, + "output_tokens": 153, + "total_tokens": 24098, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3854, + "estimated_output_tokens": 130, + "estimated_total_tokens": 3984, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14053.59, + "sql_execution_elapsed_ms_total": 1329.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_d529f97d83b48164\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d529f97d83b48164/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d529f97d83b48164/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a9470322b39b65cfdc8761f089f8e1f37a15981 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d529f97d83b48164/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:52:12.825336+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14053.59, "started_at": "2026-05-04T06:51:58.753111+00:00", "ended_at": "2026-05-04T06:52:12.805440+00:00", "prompt_metrics": {"chars": 11991, "bytes_utf8": 11991, "lines": 399, "estimated_tokens": 3854}, "response_metrics": {"chars": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 23945, "cached_input_tokens": 23424, "output_tokens": 153}, "stderr_preview": "2026-05-04T06:51:58.934473Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:52:01.215431Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=bin_0, measure_col=id, condition_col=nom_1.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "bin_0", + "measure_col": "id", + "condition_col": "nom_1", + "condition_value": "Trapezoid", + "positive_value": "Trapezoid", + "negative_value": "Polygon", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4db4bfc24bf7b74bd99a0dfdd49df717e7165398 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c9-458f-7262-a6df-b7b285dd431c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"bin_0\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_1\\\" = 'Trapezoid'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"bin_0\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"bin_0\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"bin_0\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"bin_0\\\",\\n MIN(CASE\\n WHEN \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n THEN \\\"measure_value\\\"\\n END) AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"bin_0\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 95th percentile after filtering \\\"nom_1\\\" = 'Trapezoid'. \\\"id\\\" is cast to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23960,"cached_input_tokens":3456,"output_tokens":549}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..257c63f45ef74d1542a3b3d4ae398032c48db41f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"bin_0\",\n CAST(\"id\" AS REAL) AS \"measure_value\"\n FROM \"c14\"\n WHERE \"nom_1\" = 'Trapezoid'\n),\n\"ranked\" AS (\n SELECT\n \"bin_0\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"bin_0\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"bin_0\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"bin_0\",\n MIN(CASE\n WHEN \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER)\n THEN \"measure_value\"\n END) AS \"conditional_percentile\"\nFROM \"ranked\"\nGROUP BY \"bin_0\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 95th percentile after filtering \"nom_1\" = 'Trapezoid'. \"id\" is cast to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97907b4438eb2a5c95d8e6340236fc12992c7aef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:59:53.092957Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:59:55.706081Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:00:11.147452Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d84df42ae978fe3979c2264b48d22e0d3b1034ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=bin_0, measure_col=id, condition_col=nom_1. +Result preview: [{"bin_0": "0", "conditional_percentile": 285036.0}, {"bin_0": "1", "conditional_percentile": 283823.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ee464725ed2babc66c6a8492368359fca4941f73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/generated_sql.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_d579c7350c4de4f6 +-- problem_id: v2p_c14_422eea515731cb36 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "bin_0", + CAST("id" AS REAL) AS "measure_value" + FROM "c14" + WHERE "nom_1" = 'Trapezoid' +), +"ranked" AS ( + SELECT + "bin_0", + "measure_value", + ROW_NUMBER() OVER (PARTITION BY "bin_0" ORDER BY "measure_value") AS "rn", + COUNT(*) OVER (PARTITION BY "bin_0") AS "cnt" + FROM "filtered" +) +SELECT + "bin_0", + MIN(CASE + WHEN "rn" >= CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) + THEN "measure_value" + END) AS "conditional_percentile" +FROM "ranked" +GROUP BY "bin_0" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a78514cd9d57605249a57618175788dadd4cc7e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"bin_0\",\n CAST(\"id\" AS REAL) AS \"measure_value\"\n FROM \"c14\"\n WHERE \"nom_1\" = 'Trapezoid'\n),\n\"ranked\" AS (\n SELECT\n \"bin_0\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"bin_0\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"bin_0\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"bin_0\",\n MIN(CASE\n WHEN \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER)\n THEN \"measure_value\"\n END) AS \"conditional_percentile\"\nFROM \"ranked\"\nGROUP BY \"bin_0\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"bin_0\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_1\\\" = 'Trapezoid'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"bin_0\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"bin_0\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"bin_0\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"bin_0\\\",\\n MIN(CASE\\n WHEN \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n THEN \\\"measure_value\\\"\\n END) AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"bin_0\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"bin_0\", \"conditional_percentile\"], \"rows\": [{\"bin_0\": \"0\", \"conditional_percentile\": 285036.0}, {\"bin_0\": \"1\", \"conditional_percentile\": 283823.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 552.73}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..66fcc7bd505a3cac42dac1dc86a42641bc50695a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:59:52.631195+00:00", + "ended_at": "2026-05-04T07:00:12.767732+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_d579c7350c4de4f6", + "problem_id": "v2p_c14_422eea515731cb36", + "dataset_id": "c14", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=bin_0, measure_col=id, condition_col=nom_1.", + "bindings": { + "group_col": "bin_0", + "measure_col": "id", + "condition_col": "nom_1", + "condition_value": "Trapezoid", + "positive_value": "Trapezoid", + "negative_value": "Polygon", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_d579c7350c4de4f6.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d579c7350c4de4f6", + "api_calls": 0, + "input_tokens": 23960, + "cached_input_tokens": 3456, + "output_tokens": 549, + "total_tokens": 24509, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3869, + "estimated_output_tokens": 282, + "estimated_total_tokens": 4151, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19494.62, + "sql_execution_elapsed_ms_total": 552.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_d579c7350c4de4f6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e88ecf28cfab8e4ef07d000f8648649614f22b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:00:12.205466+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19494.62, "started_at": "2026-05-04T06:59:52.691294+00:00", "ended_at": "2026-05-04T07:00:12.186207+00:00", "prompt_metrics": {"chars": 12196, "bytes_utf8": 12196, "lines": 401, "estimated_tokens": 3869}, "response_metrics": {"chars": 922, "bytes_utf8": 922, "lines": 1, "estimated_tokens": 282}, "usage": {"input_tokens": 23960, "cached_input_tokens": 3456, "output_tokens": 549}, "stderr_preview": "2026-05-04T06:59:53.092957Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:59:55.706081Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n THEN \\\"measure_value\\\"\\n END) AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"bin_0\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 95th percentile after filtering \\\"nom_1\\\" = 'Trapezoid'. \\\"id\\\" is cast to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..714dc973d94f2b29676977b67e8f3739f7af36fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d579c7350c4de4f6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d579c7350c4de4f6", + "api_calls": 0, + "input_tokens": 23960, + "cached_input_tokens": 3456, + "output_tokens": 549, + "total_tokens": 24509, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3869, + "estimated_output_tokens": 282, + "estimated_total_tokens": 4151, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19494.62, + "sql_execution_elapsed_ms_total": 552.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_d579c7350c4de4f6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..732d1d100d5cf28d270f151b7ba4e9adf20d19a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12026, "bytes_utf8": 12026, "lines": 397, "estimated_tokens": 3864}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 512, "bytes_utf8": 512, "lines": 1, "estimated_tokens": 148}, "usage": {"input_tokens": 23953, "cached_input_tokens": 22912, "output_tokens": 200}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4ae20c1dda826824dd7ddcb75e9b33b33f8c5ae5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d631f051826f3572", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 200, + "total_tokens": 24153, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 148, + "estimated_total_tokens": 4012, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15352.7, + "sql_execution_elapsed_ms_total": 389.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_d631f051826f3572\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5799f5aa8bba12e1b611dd86af56ebd536f44cd6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:19:31.124065+00:00", + "ended_at": "2026-05-04T07:19:46.477122+00:00", + "elapsed_ms": 15352.7, + "prompt_metrics": { + "chars": 12026, + "bytes_utf8": 12026, + "lines": 397, + "estimated_tokens": 3864 + }, + "stdout_metrics": { + "chars": 841, + "bytes_utf8": 841, + "lines": 4, + "estimated_tokens": 257 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13202 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 512, + "bytes_utf8": 512, + "lines": 1, + "estimated_tokens": 148 + }, + "usage": { + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 200 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bec418041b24865de6e364b75ff3293ed9b0c74c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,397 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_1, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "nom_1", + "target_col": "target", + "target_value": "0", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a3e6640a1c7fa260d42123206ec951a1c667995 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1db-40af-7cc0-876a-757646d796e3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_1\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"nom_1\\\", target_col=\\\"target\\\", target_value='0', min_support=4, and top_k=16. All identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23953,"cached_input_tokens":22912,"output_tokens":200}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6a662c6f667e1fe08948ab53cb98ead0621c1d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_1\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_1\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"nom_1\", target_col=\"target\", target_value='0', min_support=4, and top_k=16. All identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8676e75cf1ced3c3c2c7f82dd0938570d00789c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:19:31.357013Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:19:33.649421Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:19:45.577000Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0dee93a5640e081b5654477b5e64cf3d9e33281 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_1, target_col=target. +Result preview: [{"nom_1": "Circle", "support": 37320, "focus_rate": 0.7543408360128617}, {"nom_1": "Trapezoid", "support": 101181, "focus_rate": 0.7099455431355689}, {"nom_1": "Star", "support": 45904, "focus_rate": 0.6893734750784245}, {"nom_1": "Polygon", "support": 36143, "focus_rate": 0.6845308911822483}, {"nom_1": "Square", "support": 49597, "focus_rate": 0.6610682097707523}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..55317615133fae21ce62a4a549d0a86f3417466a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_d631f051826f3572 +-- problem_id: v2p_c14_af0f0343bc5226a2 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_1", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_1" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5937c02ea2699a051bc5ed52b28ef99e9604d117 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_1\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_1\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_1\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\", \"columns\": [\"nom_1\", \"support\", \"focus_rate\"], \"rows\": [{\"nom_1\": \"Circle\", \"support\": 37320, \"focus_rate\": 0.7543408360128617}, {\"nom_1\": \"Trapezoid\", \"support\": 101181, \"focus_rate\": 0.7099455431355689}, {\"nom_1\": \"Star\", \"support\": 45904, \"focus_rate\": 0.6893734750784245}, {\"nom_1\": \"Polygon\", \"support\": 36143, \"focus_rate\": 0.6845308911822483}, {\"nom_1\": \"Square\", \"support\": 49597, \"focus_rate\": 0.6610682097707523}, {\"nom_1\": \"Triangle\", \"support\": 29855, \"focus_rate\": 0.6390219393736393}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 389.44}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..313194d5a69140dd1923be77882371b60635f790 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:19:31.063531+00:00", + "ended_at": "2026-05-04T07:19:46.895610+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_d631f051826f3572", + "problem_id": "v2p_c14_af0f0343bc5226a2", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_1, target_col=target.", + "bindings": { + "group_col": "nom_1", + "target_col": "target", + "target_value": "0", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_d631f051826f3572.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d631f051826f3572", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 200, + "total_tokens": 24153, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 148, + "estimated_total_tokens": 4012, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15352.7, + "sql_execution_elapsed_ms_total": 389.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_d631f051826f3572\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84170108dcb9d1281199af513a94c5d96b3e7cf6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:19:46.496472+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15352.7, "started_at": "2026-05-04T07:19:31.124065+00:00", "ended_at": "2026-05-04T07:19:46.477122+00:00", "prompt_metrics": {"chars": 12026, "bytes_utf8": 12026, "lines": 397, "estimated_tokens": 3864}, "response_metrics": {"chars": 512, "bytes_utf8": 512, "lines": 1, "estimated_tokens": 148}, "usage": {"input_tokens": 23953, "cached_input_tokens": 22912, "output_tokens": 200}, "stderr_preview": "2026-05-04T07:19:31.357013Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:19:33.649421Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"nom_1\\\", target_col=\\\"target\\\", target_value='0', min_support=4, and top_k=16. All identifiers are double-quoted and the query is SQLite-compatible.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ff10fe8e8e459ae2768f78fbe604d13b6b349a8a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d631f051826f3572/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d631f051826f3572", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 200, + "total_tokens": 24153, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 148, + "estimated_total_tokens": 4012, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15352.7, + "sql_execution_elapsed_ms_total": 389.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_d631f051826f3572\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..887c2a5d5949ee0945ae7ebc3b0157c06c721722 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12179, "bytes_utf8": 12179, "lines": 401, "estimated_tokens": 3860}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 978, "bytes_utf8": 978, "lines": 1, "estimated_tokens": 288}, "usage": {"input_tokens": 23951, "cached_input_tokens": 22912, "output_tokens": 348}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 13030, "bytes_utf8": 13030, "lines": 405, "estimated_tokens": 4113}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 868, "bytes_utf8": 868, "lines": 1, "estimated_tokens": 271}, "usage": {"input_tokens": 24204, "cached_input_tokens": 23424, "output_tokens": 474}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6e8b02d710f174c675eed3f2319f0278e4154043 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d6fe43c6c310dadb", + "api_calls": 0, + "input_tokens": 48155, + "cached_input_tokens": 46336, + "output_tokens": 822, + "total_tokens": 48977, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 7973, + "estimated_output_tokens": 559, + "estimated_total_tokens": 8532, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31698.89, + "sql_execution_elapsed_ms_total": 452.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_d6fe43c6c310dadb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..041b47b9161bdd8c2082763d54345542248a6112 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:05:24.428917+00:00", + "ended_at": "2026-05-04T07:05:39.214069+00:00", + "elapsed_ms": 14781.18, + "prompt_metrics": { + "chars": 12179, + "bytes_utf8": 12179, + "lines": 401, + "estimated_tokens": 3860 + }, + "stdout_metrics": { + "chars": 1400, + "bytes_utf8": 1400, + "lines": 4, + "estimated_tokens": 449 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13223 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 978, + "bytes_utf8": 978, + "lines": 1, + "estimated_tokens": 288 + }, + "usage": { + "input_tokens": 23951, + "cached_input_tokens": 22912, + "output_tokens": 348 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d49be6b69f6622014bb976b5aa39ec65474b9e40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:05:39.238459+00:00", + "ended_at": "2026-05-04T07:05:56.155756+00:00", + "elapsed_ms": 16917.71, + "prompt_metrics": { + "chars": 13030, + "bytes_utf8": 13030, + "lines": 405, + "estimated_tokens": 4113 + }, + "stdout_metrics": { + "chars": 1291, + "bytes_utf8": 1291, + "lines": 4, + "estimated_tokens": 435 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13203 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 868, + "bytes_utf8": 868, + "lines": 1, + "estimated_tokens": 271 + }, + "usage": { + "input_tokens": 24204, + "cached_input_tokens": 23424, + "output_tokens": 474 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89b927602db88bfc80de8db2b2ab9207af77bfa5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,401 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=nom_3, measure_col=id, condition_col=target.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "nom_3", + "measure_col": "id", + "condition_col": "target", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea48a7a3e622d42c458ea3db396e511390a942fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,405 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=nom_3, measure_col=id, condition_col=target.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "nom_3", + "measure_col": "id", + "condition_col": "target", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"nom_3\" AS \"group_col\",\n CAST(\"id\" AS REAL) AS \"measure_col\"\n FROM \"c14\"\n WHERE \"target\" = '1'\n AND \"nom_3\" IS NOT NULL\n AND \"id\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_col\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"group_col\" AS \"nom_3\",\n \"measure_col\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a34e095e8b3f73dbc96226cdaed22ce64d052e81 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ce-5566-7042-b2ea-a0d9183afe0f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"nom_3\\\" AS \\\"group_col\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"target\\\" = '1'\\n AND \\\"nom_3\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_col\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"nom_3\\\",\\n \\\"measure_col\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this approximates the 0.9 quantile per group by selecting the row at CEIL(0.9 * group_count) among rows filtered to target='1'. The measure column id is cast to REAL because it is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23951,"cached_input_tokens":22912,"output_tokens":348}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5be8b823cd32dfeae270a5f36675c27a72752c3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"nom_3\" AS \"group_col\",\n CAST(\"id\" AS REAL) AS \"measure_col\"\n FROM \"c14\"\n WHERE \"target\" = '1'\n AND \"nom_3\" IS NOT NULL\n AND \"id\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_col\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"group_col\" AS \"nom_3\",\n \"measure_col\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this approximates the 0.9 quantile per group by selecting the row at CEIL(0.9 * group_count) among rows filtered to target='1'. The measure column id is cast to REAL because it is stored as TEXT in the schema."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..18fb4e4871ddfe6cc04fabee4b7b6343e65990d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ce-8f31-7cc0-9e23-bc07d620adc6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"nom_3\\\" AS \\\"group_col\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"target\\\" = '1'\\n AND \\\"nom_3\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_col\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"nom_3\\\",\\n \\\"measure_col\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL(0.9 * cnt) with an integer-only equivalent for the 90th-percentile rank: CAST(((9 * cnt) + 9) / 10 AS INTEGER).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":24204,"cached_input_tokens":23424,"output_tokens":474}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3524043e218920f0555031b300f637487a3b4c75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"nom_3\" AS \"group_col\",\n CAST(\"id\" AS REAL) AS \"measure_col\"\n FROM \"c14\"\n WHERE \"target\" = '1'\n AND \"nom_3\" IS NOT NULL\n AND \"id\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_col\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"group_col\" AS \"nom_3\",\n \"measure_col\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported CEIL(0.9 * cnt) with an integer-only equivalent for the 90th-percentile rank: CAST(((9 * cnt) + 9) / 10 AS INTEGER)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53c90f15e9aee41b83dcadb34347d3ebf7c6d48a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:05:24.657875Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:05:26.938467Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:05:38.539834Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..96185481fb8d958f0ad1bfce1055b21cc988ef06 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:05:39.451541Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:05:41.883564Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:05:55.275191Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f593a9e3fd31a97aa3472dcfbefc01fb63c3684 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=nom_3, measure_col=id, condition_col=target. +Result preview: [{"nom_3": "China", "conditional_percentile": 270529.0}, {"nom_3": "Canada", "conditional_percentile": 270329.0}, {"nom_3": "Finland", "conditional_percentile": 270151.0}, {"nom_3": "Russia", "conditional_percentile": 270041.0}, {"nom_3": "Costa Rica", "conditional_percentile": 269356.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..60ced723162eec0d37a8459a2cbec3364f78d439 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_d6fe43c6c310dadb +-- problem_id: v2p_c14_718de9657b6227de +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "nom_3" AS "group_col", + CAST("id" AS REAL) AS "measure_col" + FROM "c14" + WHERE "target" = '1' + AND "nom_3" IS NOT NULL + AND "id" IS NOT NULL +), "ranked" AS ( + SELECT + "group_col", + "measure_col", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_col") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +) +SELECT + "group_col" AS "nom_3", + "measure_col" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..15fe60acbdf3e74a2c40f87bc357788568e00682 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"nom_3\" AS \"group_col\",\n CAST(\"id\" AS REAL) AS \"measure_col\"\n FROM \"c14\"\n WHERE \"target\" = '1'\n AND \"nom_3\" IS NOT NULL\n AND \"id\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_col\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"group_col\" AS \"nom_3\",\n \"measure_col\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"nom_3\\\" AS \\\"group_col\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"target\\\" = '1'\\n AND \\\"nom_3\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_col\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"nom_3\\\",\\n \\\"measure_col\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"nom_3\", \"conditional_percentile\"], \"rows\": [{\"nom_3\": \"China\", \"conditional_percentile\": 270529.0}, {\"nom_3\": \"Canada\", \"conditional_percentile\": 270329.0}, {\"nom_3\": \"Finland\", \"conditional_percentile\": 270151.0}, {\"nom_3\": \"Russia\", \"conditional_percentile\": 270041.0}, {\"nom_3\": \"Costa Rica\", \"conditional_percentile\": 269356.0}, {\"nom_3\": \"India\", \"conditional_percentile\": 269068.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 452.81}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b4791759d2d5a0e3d01a7b30737c101825b5bc42 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:05:24.378027+00:00", + "ended_at": "2026-05-04T07:05:56.635060+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_d6fe43c6c310dadb", + "problem_id": "v2p_c14_718de9657b6227de", + "dataset_id": "c14", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=nom_3, measure_col=id, condition_col=target.", + "bindings": { + "group_col": "nom_3", + "measure_col": "id", + "condition_col": "target", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=44" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_d6fe43c6c310dadb.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d6fe43c6c310dadb", + "api_calls": 0, + "input_tokens": 48155, + "cached_input_tokens": 46336, + "output_tokens": 822, + "total_tokens": 48977, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 7973, + "estimated_output_tokens": 559, + "estimated_total_tokens": 8532, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31698.89, + "sql_execution_elapsed_ms_total": 452.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_d6fe43c6c310dadb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e94f9a8166a4dced6a4bf77caf9ae8be5ecd142 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d6fe43c6c310dadb/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:05:39.234450+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14781.18, "started_at": "2026-05-04T07:05:24.428917+00:00", "ended_at": "2026-05-04T07:05:39.214069+00:00", "prompt_metrics": {"chars": 12179, "bytes_utf8": 12179, "lines": 401, "estimated_tokens": 3860}, "response_metrics": {"chars": 978, "bytes_utf8": 978, "lines": 1, "estimated_tokens": 288}, "usage": {"input_tokens": 23951, "cached_input_tokens": 22912, "output_tokens": 348}, "stderr_preview": "2026-05-04T07:05:24.657875Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:05:26.938467Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=nom_3.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "nom_3", + "predicate_col": "ord_0", + "predicate_op": ">=", + "predicate_value": 2.5, + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..371bb00c534e30d6ebe84c19cc871263cb2bae4e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d1-c111-7d52-a63b-a1da3f692018"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"nom_3\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE CAST(\\\"ord_0\\\" AS REAL) >= 2.5\\nGROUP BY \\\"nom_3\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed bindings. Cast \\\"ord_0\\\" to REAL because the SQLite schema stores it as TEXT while the predicate value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23891,"cached_input_tokens":22912,"output_tokens":203}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03b0262997ff827a50486f8603de5be3861e81c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"nom_3\", COUNT(*) AS support\nFROM \"c14\"\nWHERE CAST(\"ord_0\" AS REAL) >= 2.5\nGROUP BY \"nom_3\"\nORDER BY support DESC\nLIMIT 17;","notes":"Used the provided Filtered Top-k Group Count template with fixed bindings. Cast \"ord_0\" to REAL because the SQLite schema stores it as TEXT while the predicate value is numeric."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..109ab318d94524ba277174f039eb5ec00478d6ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:09:08.852609Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:09:11.251940Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:09:20.927715Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b659ae71549c9406b03a3112bb983053fbbd163a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=nom_3. +Result preview: [{"nom_3": "Russia", "support": 12835}, {"nom_3": "Canada", "support": 6572}, {"nom_3": "China", "support": 6028}, {"nom_3": "Finland", "support": 4842}, {"nom_3": "Costa Rica", "support": 4558}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e23dc7dea30714b6e9cb283b5d737b4f635a707 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_d7e75b76860762ef +-- problem_id: v2p_c14_51bbe3649efbfd58 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_3", COUNT(*) AS support +FROM "c14" +WHERE CAST("ord_0" AS REAL) >= 2.5 +GROUP BY "nom_3" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d6ad33d73f6262e2a2439bc4d1fb2edcf2f3d50c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"nom_3\", COUNT(*) AS support\nFROM \"c14\"\nWHERE CAST(\"ord_0\" AS REAL) >= 2.5\nGROUP BY \"nom_3\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"nom_3\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE CAST(\\\"ord_0\\\" AS REAL) >= 2.5\\nGROUP BY \\\"nom_3\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"nom_3\", \"support\"], \"rows\": [{\"nom_3\": \"Russia\", \"support\": 12835}, {\"nom_3\": \"Canada\", \"support\": 6572}, {\"nom_3\": \"China\", \"support\": 6028}, {\"nom_3\": \"Finland\", \"support\": 4842}, {\"nom_3\": \"Costa Rica\", \"support\": 4558}, {\"nom_3\": \"India\", \"support\": 3881}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 118.37}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..43b319b82cf98c27daf795142fc30f8d77d8702c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:09:08.543901+00:00", + "ended_at": "2026-05-04T07:09:21.871143+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_d7e75b76860762ef", + "problem_id": "v2p_c14_51bbe3649efbfd58", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=nom_3.", + "bindings": { + "group_col": "nom_3", + "predicate_col": "ord_0", + "predicate_op": ">=", + "predicate_value": 2.5, + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_d7e75b76860762ef.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d7e75b76860762ef", + "api_calls": 0, + "input_tokens": 23891, + "cached_input_tokens": 22912, + "output_tokens": 203, + "total_tokens": 24094, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3802, + "estimated_output_tokens": 107, + "estimated_total_tokens": 3909, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13117.6, + "sql_execution_elapsed_ms_total": 118.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_d7e75b76860762ef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92a5f70fc702f7711c1c7023de2ff44813797c15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:09:21.736833+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13117.6, "started_at": "2026-05-04T07:09:08.599735+00:00", "ended_at": "2026-05-04T07:09:21.717421+00:00", "prompt_metrics": {"chars": 11872, "bytes_utf8": 11872, "lines": 398, "estimated_tokens": 3802}, "response_metrics": {"chars": 401, "bytes_utf8": 401, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 23891, "cached_input_tokens": 22912, "output_tokens": 203}, "stderr_preview": "2026-05-04T07:09:08.852609Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:09:11.251940Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 2.5\\nGROUP BY \\\"nom_3\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed bindings. Cast \\\"ord_0\\\" to REAL because the SQLite schema stores it as TEXT while the predicate value is numeric.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..693c3e664bb1840731f8e65f0daefad74e9ec14c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d7e75b76860762ef/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d7e75b76860762ef", + "api_calls": 0, + "input_tokens": 23891, + "cached_input_tokens": 22912, + "output_tokens": 203, + "total_tokens": 24094, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3802, + "estimated_output_tokens": 107, + "estimated_total_tokens": 3909, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13117.6, + "sql_execution_elapsed_ms_total": 118.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_d7e75b76860762ef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7426f8e92b1df52b39f55c1f8d3dccd491a37540 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11679, "bytes_utf8": 11679, "lines": 394, "estimated_tokens": 3759}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 330, "bytes_utf8": 330, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 23848, "cached_input_tokens": 19840, "output_tokens": 110}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f9d2f51cabf7f0ee57621e901753e62331f1a8cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d83bc424bf3936ba", + "api_calls": 0, + "input_tokens": 23848, + "cached_input_tokens": 19840, + "output_tokens": 110, + "total_tokens": 23958, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3759, + "estimated_output_tokens": 95, + "estimated_total_tokens": 3854, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10745.55, + "sql_execution_elapsed_ms_total": 241.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_d83bc424bf3936ba\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a815b4df27f0a6267e21a841866711805a1857f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:27:00.925486+00:00", + "ended_at": "2026-05-04T07:27:11.670403+00:00", + "elapsed_ms": 10745.55, + "prompt_metrics": { + "chars": 11679, + "bytes_utf8": 11679, + "lines": 394, + "estimated_tokens": 3759 + }, + "stdout_metrics": { + "chars": 653, + "bytes_utf8": 653, + "lines": 4, + "estimated_tokens": 200 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13255 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 330, + "bytes_utf8": 330, + "lines": 1, + "estimated_tokens": 95 + }, + "usage": { + "input_tokens": 23848, + "cached_input_tokens": 19840, + "output_tokens": 110 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d0554cc04c1e283e334ad51313c552fcf35c2eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,394 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=nom_1.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "nom_1", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3c351cfabc652966e783e35fab1d5918464a6f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e2-1db9-71f2-9455-26438c9654db"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"nom_1\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY support ASC, \\\"nom_1\\\"\\nLIMIT 19;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to \\\"nom_1\\\" and top_k=19. Single-table SQLite SELECT only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23848,"cached_input_tokens":19840,"output_tokens":110}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1da4b5091c26e25672f2056b8c5e1a8b4f71685 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"nom_1\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY support ASC, \"nom_1\"\nLIMIT 19;","notes":"Used the provided Low-Support Group Count template with group_col bound to \"nom_1\" and top_k=19. Single-table SQLite SELECT only."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb26975c56b0253d7e9ab4b54efcbe7f6084001a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:27:01.155481Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:27:03.655139Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:27:10.775723Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7451473e600ec4ead9175407e030edef509fe22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=nom_1. +Result preview: [{"nom_1": "Triangle", "support": 29855}, {"nom_1": "Polygon", "support": 36143}, {"nom_1": "Circle", "support": 37320}, {"nom_1": "Star", "support": 45904}, {"nom_1": "Square", "support": 49597}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..08a23a60d17edf380ed161ca13ff0e982e1fe7a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_d83bc424bf3936ba +-- problem_id: v2p_c14_bdd13fe0778e30ca +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_1", + COUNT(*) AS support +FROM "c14" +GROUP BY "nom_1" +ORDER BY support ASC, "nom_1" +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..972900af201ccd650864dc61a179d270a0525c26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"nom_1\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY support ASC, \"nom_1\"\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"nom_1\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY support ASC, \\\"nom_1\\\"\\nLIMIT 19;\", \"columns\": [\"nom_1\", \"support\"], \"rows\": [{\"nom_1\": \"Triangle\", \"support\": 29855}, {\"nom_1\": \"Polygon\", \"support\": 36143}, {\"nom_1\": \"Circle\", \"support\": 37320}, {\"nom_1\": \"Star\", \"support\": 45904}, {\"nom_1\": \"Square\", \"support\": 49597}, {\"nom_1\": \"Trapezoid\", \"support\": 101181}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 241.15}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..444ecfccb2414aa55d568caed8cf739c7164bbfd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:27:00.867973+00:00", + "ended_at": "2026-05-04T07:27:11.941368+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_d83bc424bf3936ba", + "problem_id": "v2p_c14_bdd13fe0778e30ca", + "dataset_id": "c14", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=nom_1.", + "bindings": { + "group_col": "nom_1", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_d83bc424bf3936ba.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d83bc424bf3936ba", + "api_calls": 0, + "input_tokens": 23848, + "cached_input_tokens": 19840, + "output_tokens": 110, + "total_tokens": 23958, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3759, + "estimated_output_tokens": 95, + "estimated_total_tokens": 3854, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10745.55, + "sql_execution_elapsed_ms_total": 241.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_d83bc424bf3936ba\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d747409095983258afe786457d9390f8d6dbca8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d83bc424bf3936ba/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:27:11.690292+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10745.55, "started_at": "2026-05-04T07:27:00.925486+00:00", "ended_at": "2026-05-04T07:27:11.670403+00:00", "prompt_metrics": {"chars": 11679, "bytes_utf8": 11679, "lines": 394, "estimated_tokens": 3759}, "response_metrics": {"chars": 330, "bytes_utf8": 330, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 23848, "cached_input_tokens": 19840, "output_tokens": 110}, "stderr_preview": "2026-05-04T07:27:01.155481Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:27:03.655139Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_0, group_col_2=ord_4, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_0", + "group_col_2": "ord_4", + "target_col": "target", + "target_value": "1", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d85fc1c6a57ebbd7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d85fc1c6a57ebbd7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..96f8aec0a46dc17eb0aee0ddf257415fb1da4f9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d85fc1c6a57ebbd7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c2-a9e0-7ed1-b723-70c662c396ef"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_0\\\", \\\"ord_4\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\", \\\"ord_4\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"bin_0\\\", group_col_2=\\\"ord_4\\\", and target_col=\\\"target\\\" using target_value='1'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23944,"cached_input_tokens":22912,"output_tokens":148}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d85fc1c6a57ebbd7/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d85fc1c6a57ebbd7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3242fa94fa40231a326c69c3537132a9d2e77b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d85fc1c6a57ebbd7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_0\", \"ord_4\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_0\", \"ord_4\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"bin_0\", group_col_2=\"ord_4\", and target_col=\"target\" using target_value='1'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d85fc1c6a57ebbd7/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d85fc1c6a57ebbd7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9eea3ca7f321bc704a4484a005f75d2b617e673f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d85fc1c6a57ebbd7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:52:39.849373Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:52:42.165268Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:52:50.940105Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d85fc1c6a57ebbd7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d85fc1c6a57ebbd7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5641568cc6ff951f1b6a814820b1f3d1c596bd93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d85fc1c6a57ebbd7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_0, group_col_2=ord_4, target_col=target. +Result preview: [{"bin_0": "1", "ord_4": "Z", "target_rate": 0.44939695857367595}, {"bin_0": "0", "ord_4": "Z", "target_rate": 0.4347261663286004}, {"bin_0": "1", "ord_4": "Y", "target_rate": 0.42952380952380953}, {"bin_0": "0", "ord_4": "Y", "target_rate": 0.4280913978494624}, {"bin_0": "1", "ord_4": "W", "target_rate": 0.4207207207207207}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d85fc1c6a57ebbd7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d85fc1c6a57ebbd7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..73b023b9915ba3a81dc490acbc4bf877ef9080c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d85fc1c6a57ebbd7/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_d85fc1c6a57ebbd7 +-- problem_id: v2p_c14_e932dbfc251b3fbc +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "ord_4", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_0", "ord_4" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d85fc1c6a57ebbd7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d85fc1c6a57ebbd7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a74b5dc501999ae822a8f50946ec1f4c4268d1e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d85fc1c6a57ebbd7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_0\", \"ord_4\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_0\", \"ord_4\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_0\\\", \\\"ord_4\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\", \\\"ord_4\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"bin_0\", \"ord_4\", \"target_rate\"], \"rows\": [{\"bin_0\": \"1\", \"ord_4\": \"Z\", \"target_rate\": 0.44939695857367595}, {\"bin_0\": \"0\", \"ord_4\": \"Z\", \"target_rate\": 0.4347261663286004}, {\"bin_0\": \"1\", \"ord_4\": \"Y\", \"target_rate\": 0.42952380952380953}, {\"bin_0\": \"0\", \"ord_4\": \"Y\", \"target_rate\": 0.4280913978494624}, {\"bin_0\": \"1\", \"ord_4\": \"W\", \"target_rate\": 0.4207207207207207}, {\"bin_0\": \"0\", \"ord_4\": \"X\", \"target_rate\": 0.4082255747126437}, {\"bin_0\": \"0\", \"ord_4\": \"W\", \"target_rate\": 0.407938666996414}, {\"bin_0\": \"1\", \"ord_4\": \"X\", \"target_rate\": 0.39917127071823205}, {\"bin_0\": \"1\", \"ord_4\": \"V\", \"target_rate\": 0.3901098901098901}, {\"bin_0\": \"1\", \"ord_4\": \"U\", \"target_rate\": 0.38644688644688646}, {\"bin_0\": \"0\", \"ord_4\": \"V\", \"target_rate\": 0.3857015337174389}, {\"bin_0\": \"0\", \"ord_4\": \"U\", \"target_rate\": 0.37326030349286166}, {\"bin_0\": \"0\", \"ord_4\": \"T\", \"target_rate\": 0.3703404873325803}, {\"bin_0\": \"1\", \"ord_4\": \"S\", \"target_rate\": 0.3658227848101266}, {\"bin_0\": \"0\", \"ord_4\": \"S\", \"target_rate\": 0.35843683732202364}, {\"bin_0\": \"1\", \"ord_4\": \"T\", \"target_rate\": 0.3559693318729463}, {\"bin_0\": \"1\", \"ord_4\": \"R\", \"target_rate\": 0.35373831775700937}, {\"bin_0\": \"0\", \"ord_4\": \"R\", \"target_rate\": 0.3515926151349158}, {\"bin_0\": \"1\", \"ord_4\": \"Q\", \"target_rate\": 0.3494809688581315}, {\"bin_0\": \"0\", \"ord_4\": \"Q\", \"target_rate\": 0.33434038267875127}, {\"bin_0\": \"0\", \"ord_4\": \"P\", \"target_rate\": 0.3258165548098434}, {\"bin_0\": \"1\", \"ord_4\": \"P\", \"target_rate\": 0.3191105769230769}, {\"bin_0\": \"0\", \"ord_4\": \"N\", \"target_rate\": 0.31781701444622795}, {\"bin_0\": \"0\", \"ord_4\": \"O\", \"target_rate\": 0.30713015998419907}, {\"bin_0\": \"1\", \"ord_4\": \"O\", \"target_rate\": 0.3053040103492885}, {\"bin_0\": \"1\", \"ord_4\": \"M\", \"target_rate\": 0.3}, {\"bin_0\": \"0\", \"ord_4\": \"L\", \"target_rate\": 0.28330522765598654}, {\"bin_0\": \"1\", \"ord_4\": \"N\", \"target_rate\": 0.27946127946127947}, {\"bin_0\": \"1\", \"ord_4\": \"L\", \"target_rate\": 0.27822908204711616}, {\"bin_0\": \"0\", \"ord_4\": \"M\", \"target_rate\": 0.2733812949640288}, {\"bin_0\": \"1\", \"ord_4\": \"K\", \"target_rate\": 0.2718243596445374}, {\"bin_0\": \"1\", \"ord_4\": \"J\", \"target_rate\": 0.2671523982999393}, {\"bin_0\": \"0\", \"ord_4\": \"J\", \"target_rate\": 0.26649452408512153}, {\"bin_0\": \"0\", \"ord_4\": \"K\", \"target_rate\": 0.2651544779037935}, {\"bin_0\": \"1\", \"ord_4\": \"I\", \"target_rate\": 0.2541824069077172}, {\"bin_0\": \"0\", \"ord_4\": \"I\", \"target_rate\": 0.2520522242201548}, {\"bin_0\": \"0\", \"ord_4\": \"H\", \"target_rate\": 0.245854620417675}, {\"bin_0\": \"1\", \"ord_4\": \"H\", \"target_rate\": 0.24274905422446405}, {\"bin_0\": \"1\", \"ord_4\": \"G\", \"target_rate\": 0.24224394390140247}, {\"bin_0\": \"0\", \"ord_4\": \"G\", \"target_rate\": 0.23612957814577543}, {\"bin_0\": \"1\", \"ord_4\": \"C\", \"target_rate\": 0.22727272727272727}, {\"bin_0\": \"1\", \"ord_4\": \"F\", \"target_rate\": 0.2253711201079622}, {\"bin_0\": \"0\", \"ord_4\": \"F\", \"target_rate\": 0.22442598925256474}, {\"bin_0\": \"1\", \"ord_4\": \"E\", \"target_rate\": 0.21700680272108844}, {\"bin_0\": \"0\", \"ord_4\": \"C\", \"target_rate\": 0.21417017146554512}, {\"bin_0\": \"0\", \"ord_4\": \"E\", \"target_rate\": 0.21305806976507677}, {\"bin_0\": \"0\", \"ord_4\": \"D\", \"target_rate\": 0.21032782129387873}, {\"bin_0\": \"1\", \"ord_4\": \"A\", \"target_rate\": 0.2002534854245881}, {\"bin_0\": \"0\", \"ord_4\": \"B\", \"target_rate\": 0.1989306784660767}, {\"bin_0\": \"1\", \"ord_4\": \"B\", \"target_rate\": 0.1959731543624161}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 451.45}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d85fc1c6a57ebbd7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d85fc1c6a57ebbd7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d7b5c38d8c7e4fa1e75b4e942ede99ade7b57209 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d85fc1c6a57ebbd7/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:52:39.555551+00:00", + "ended_at": "2026-05-04T06:52:52.230286+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_d85fc1c6a57ebbd7", + "problem_id": "v2p_c14_e932dbfc251b3fbc", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_0, group_col_2=ord_4, target_col=target.", + "bindings": { + "group_col": "bin_0", + "group_col_2": "ord_4", + "target_col": "target", + "target_value": "1", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_d85fc1c6a57ebbd7.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d85fc1c6a57ebbd7", + "api_calls": 0, + "input_tokens": 23944, + "cached_input_tokens": 22912, + "output_tokens": 148, + "total_tokens": 24092, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3853, + "estimated_output_tokens": 132, + "estimated_total_tokens": 3985, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12124.38, + "sql_execution_elapsed_ms_total": 451.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_d85fc1c6a57ebbd7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d85fc1c6a57ebbd7/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d85fc1c6a57ebbd7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b7a6345d848101a4d657e4fd9eacaaabe1ad44d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d85fc1c6a57ebbd7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:52:51.767127+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12124.38, "started_at": "2026-05-04T06:52:39.624642+00:00", "ended_at": "2026-05-04T06:52:51.749192+00:00", "prompt_metrics": {"chars": 11979, "bytes_utf8": 11979, "lines": 399, "estimated_tokens": 3853}, "response_metrics": {"chars": 462, "bytes_utf8": 462, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 23944, "cached_input_tokens": 22912, "output_tokens": 148}, "stderr_preview": "2026-05-04T06:52:39.849373Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:52:42.165268Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_3, measure_col=ord_0.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "ord_3", + "measure_col": "ord_0", + "entity_col": "nom_9", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d86ffd3d363574ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d86ffd3d363574ef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..60e541c903d92a6722adfaec12c8e0b167eef3ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d86ffd3d363574ef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d6-cb7e-7901-911d-93515ce0d1cd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"ord_3\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_9\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the planned Grouped Summary Top-k template with group_col=\\\"ord_3\\\", measure_col=\\\"ord_0\\\", entity_col=\\\"nom_9\\\", and top_k=10. Cast \\\"ord_0\\\" to REAL for SQLite-compatible numeric averaging because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23918,"cached_input_tokens":2432,"output_tokens":182}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d86ffd3d363574ef/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d86ffd3d363574ef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34d4c46a581c3510e18e7cb27590f65026a56f70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d86ffd3d363574ef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"ord_3\",\n COUNT(*) AS support,\n AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_9\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"ord_3\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the planned Grouped Summary Top-k template with group_col=\"ord_3\", measure_col=\"ord_0\", entity_col=\"nom_9\", and top_k=10. Cast \"ord_0\" to REAL for SQLite-compatible numeric averaging because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d86ffd3d363574ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d86ffd3d363574ef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..61975fa384c0306fdf2541ebebe331303b68a192 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d86ffd3d363574ef/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:14:39.211416Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:14:41.641681Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:14:49.955847Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d86ffd3d363574ef/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d86ffd3d363574ef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c869ffabdbd2119dd9d6d58efcf7858a57eb238 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d86ffd3d363574ef/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_3, measure_col=ord_0. +Result preview: [{"ord_3": "g", "support": 36405, "avg_measure": 1.4721604175250653, "distinct_entities": 10164}, {"ord_3": "l", "support": 36124, "avg_measure": 1.4798748754290776, "distinct_entities": 10146}, {"ord_3": "a", "support": 35276, "avg_measure": 1.483076312507087, "distinct_entities": 10149}, {"ord_3": "k", "support": 28619, "avg_measure": 1.482651385443237, "distinct_entities": 9642}, {"ord_3": "i", "support": 28048, "avg_measure": 1.4756488876212208, "distinct_entities": 9573}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d86ffd3d363574ef/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d86ffd3d363574ef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..76b82d345d2479d66a53af3586e70b2907e61fa7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d86ffd3d363574ef/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_d86ffd3d363574ef +-- problem_id: v2p_c14_a62884b53697e446 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", + COUNT(*) AS support, + AVG(CAST("ord_0" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_9") AS distinct_entities +FROM "c14" +GROUP BY "ord_3" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d86ffd3d363574ef/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d86ffd3d363574ef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae78313df33cf70b9d9cf43f2fa5621b5e0ef9f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d86ffd3d363574ef/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"ord_3\",\n COUNT(*) AS support,\n AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_9\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"ord_3\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"ord_3\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_9\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"ord_3\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"ord_3\": \"g\", \"support\": 36405, \"avg_measure\": 1.4721604175250653, \"distinct_entities\": 10164}, {\"ord_3\": \"l\", \"support\": 36124, \"avg_measure\": 1.4798748754290776, \"distinct_entities\": 10146}, {\"ord_3\": \"a\", \"support\": 35276, \"avg_measure\": 1.483076312507087, \"distinct_entities\": 10149}, {\"ord_3\": \"k\", \"support\": 28619, \"avg_measure\": 1.482651385443237, \"distinct_entities\": 9642}, {\"ord_3\": \"i\", \"support\": 28048, \"avg_measure\": 1.4756488876212208, \"distinct_entities\": 9573}, {\"ord_3\": \"h\", \"support\": 24740, \"avg_measure\": 1.47570735650768, \"distinct_entities\": 9312}, {\"ord_3\": \"j\", \"support\": 24647, \"avg_measure\": 1.4811133200795228, \"distinct_entities\": 9259}, {\"ord_3\": \"f\", \"support\": 22384, \"avg_measure\": 1.4863295210864904, \"distinct_entities\": 8984}, {\"ord_3\": \"e\", \"support\": 21331, \"avg_measure\": 1.4836622755613895, \"distinct_entities\": 8806}, {\"ord_3\": \"b\", \"support\": 11916, \"avg_measure\": 1.4788519637462236, \"distinct_entities\": 6894}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 508.07}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d86ffd3d363574ef/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d86ffd3d363574ef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7d9e7052010cfc9fe279062ad535ee481b4af8ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d86ffd3d363574ef/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:14:38.885930+00:00", + "ended_at": "2026-05-04T07:14:51.390610+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_d86ffd3d363574ef", + "problem_id": "v2p_c14_a62884b53697e446", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_3, measure_col=ord_0.", + "bindings": { + "group_col": "ord_3", + "measure_col": "ord_0", + "entity_col": "nom_9", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_d86ffd3d363574ef.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d86ffd3d363574ef", + "api_calls": 0, + "input_tokens": 23918, + "cached_input_tokens": 2432, + "output_tokens": 182, + "total_tokens": 24100, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3829, + "estimated_output_tokens": 145, + "estimated_total_tokens": 3974, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11904.58, + "sql_execution_elapsed_ms_total": 508.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_d86ffd3d363574ef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d86ffd3d363574ef/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d86ffd3d363574ef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9528c4b12b2d7b40bf029897d104edc91eef8a8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d86ffd3d363574ef/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:14:50.870329+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11904.58, "started_at": "2026-05-04T07:14:38.943953+00:00", "ended_at": "2026-05-04T07:14:50.848887+00:00", "prompt_metrics": {"chars": 11970, "bytes_utf8": 11970, "lines": 398, "estimated_tokens": 3829}, "response_metrics": {"chars": 527, "bytes_utf8": 527, "lines": 1, "estimated_tokens": 145}, "usage": {"input_tokens": 23918, "cached_input_tokens": 2432, "output_tokens": 182}, "stderr_preview": "2026-05-04T07:14:39.211416Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:14:41.641681Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=bin_2.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "bin_0", + "group_col_2": "bin_2", + "predicate_col": "bin_0", + "predicate_op": "=", + "predicate_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d9a6fc6730658260/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d9a6fc6730658260/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..abbae03c6853a6f45158e13ba3cb8b9444bff835 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d9a6fc6730658260/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c0-60a5-7c10-a9e8-c719d20457c3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bin_0\\\", \\\"bin_2\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nWHERE \\\"bin_0\\\" = '1'\\nGROUP BY \\\"bin_0\\\", \\\"bin_2\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned template with fixed bindings: group_col=\\\"bin_0\\\", group_col_2=\\\"bin_2\\\", predicate_col=\\\"bin_0\\\", predicate_op=\\\"=\\\", predicate_value='1'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23936,"cached_input_tokens":3968,"output_tokens":169}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d9a6fc6730658260/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d9a6fc6730658260/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f4b837ed6308df1fa9f79a81e5d4ab8553ef2fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d9a6fc6730658260/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bin_0\", \"bin_2\", COUNT(*) AS row_count\nFROM \"c14\"\nWHERE \"bin_0\" = '1'\nGROUP BY \"bin_0\", \"bin_2\"\nORDER BY row_count DESC;","notes":"Used the planned template with fixed bindings: group_col=\"bin_0\", group_col_2=\"bin_2\", predicate_col=\"bin_0\", predicate_op=\"=\", predicate_value='1'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d9a6fc6730658260/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d9a6fc6730658260/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6705d9f0daf3ff7e62b3643d5bc57f9d1a531ac4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d9a6fc6730658260/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:50:10.001843Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:50:12.337541Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:50:22.538803Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d9a6fc6730658260/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d9a6fc6730658260/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..28714a32d6ba436f3f4b979ece7594fc088e1f19 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d9a6fc6730658260/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=bin_2. +Result preview: [{"bin_0": "1", "bin_2": "0", "row_count": 23570}, {"bin_0": "1", "bin_2": "1", "row_count": 14681}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d9a6fc6730658260/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d9a6fc6730658260/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e4581916b65eae056fe278ceebfa9a47c3fb9d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d9a6fc6730658260/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c14_d9a6fc6730658260 +-- problem_id: v2p_c14_7d058ebfc0c019d1 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "bin_2", COUNT(*) AS row_count +FROM "c14" +WHERE "bin_0" = '1' +GROUP BY "bin_0", "bin_2" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d9a6fc6730658260/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d9a6fc6730658260/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ffbef4e2ebcbce1f0e1289ec780debf821ff0362 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d9a6fc6730658260/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bin_0\", \"bin_2\", COUNT(*) AS row_count\nFROM \"c14\"\nWHERE \"bin_0\" = '1'\nGROUP BY \"bin_0\", \"bin_2\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bin_0\\\", \\\"bin_2\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nWHERE \\\"bin_0\\\" = '1'\\nGROUP BY \\\"bin_0\\\", \\\"bin_2\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"bin_0\", \"bin_2\", \"row_count\"], \"rows\": [{\"bin_0\": \"1\", \"bin_2\": \"0\", \"row_count\": 23570}, {\"bin_0\": \"1\", \"bin_2\": \"1\", \"row_count\": 14681}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 966.95}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d9a6fc6730658260/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d9a6fc6730658260/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1817b414d574947ee8f4139419ff4802a7bdd909 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d9a6fc6730658260/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:50:09.771088+00:00", + "ended_at": "2026-05-04T06:50:24.395518+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_d9a6fc6730658260", + "problem_id": "v2p_c14_7d058ebfc0c019d1", + "dataset_id": "c14", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=bin_2.", + "bindings": { + "group_col": "bin_0", + "group_col_2": "bin_2", + "predicate_col": "bin_0", + "predicate_op": "=", + "predicate_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=1" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_d9a6fc6730658260.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d9a6fc6730658260", + "api_calls": 0, + "input_tokens": 23936, + "cached_input_tokens": 3968, + "output_tokens": 169, + "total_tokens": 24105, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3845, + "estimated_output_tokens": 116, + "estimated_total_tokens": 3961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13563.83, + "sql_execution_elapsed_ms_total": 966.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_d9a6fc6730658260\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d9a6fc6730658260/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d9a6fc6730658260/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bed21376b3fe40515fa1e390594a1dd46d7da073 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_d9a6fc6730658260/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:50:23.416435+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13563.83, "started_at": "2026-05-04T06:50:09.831426+00:00", "ended_at": "2026-05-04T06:50:23.396156+00:00", "prompt_metrics": {"chars": 11987, "bytes_utf8": 11987, "lines": 400, "estimated_tokens": 3845}, "response_metrics": {"chars": 369, "bytes_utf8": 369, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 23936, "cached_input_tokens": 3968, "output_tokens": 169}, "stderr_preview": "2026-05-04T06:50:10.001843Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:50:12.337541Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_3.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "ord_3", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dad9f5863dcc1374/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dad9f5863dcc1374/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f150642f99f15e9aa0607ad9b446b54b466cd41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dad9f5863dcc1374/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cf-851a-74b1-8fa6-5b7778e43284"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"ord_3\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"ord_3\\\" on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23814,"cached_input_tokens":2432,"output_tokens":93}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dad9f5863dcc1374/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dad9f5863dcc1374/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..98e2cbba9e3c36498871bd26d36f8f9cca1092e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dad9f5863dcc1374/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"ord_3\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"ord_3\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"ord_3\" on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dad9f5863dcc1374/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dad9f5863dcc1374/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cc94524ce101791309dd90fa75b669204864e66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dad9f5863dcc1374/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:06:42.425054Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:06:44.832384Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:06:51.752149Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dad9f5863dcc1374/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dad9f5863dcc1374/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..39b815b9fa6a80ffa1dc520076dbcf11edbfbcdf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dad9f5863dcc1374/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_3. +Result preview: [{"ord_3": "g", "row_count": 36405}, {"ord_3": "l", "row_count": 36124}, {"ord_3": "a", "row_count": 35276}, {"ord_3": "k", "row_count": 28619}, {"ord_3": "i", "row_count": 28048}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dad9f5863dcc1374/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dad9f5863dcc1374/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f2f6a88366d88049e5eb81740aef910077d0ff85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dad9f5863dcc1374/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_dad9f5863dcc1374 +-- problem_id: v2p_c14_526504812bdd952c +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", COUNT(*) AS row_count +FROM "c14" +GROUP BY "ord_3" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dad9f5863dcc1374/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dad9f5863dcc1374/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9564ede02951954d9a3a38c37e728516b1dc7df6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dad9f5863dcc1374/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"ord_3\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"ord_3\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"ord_3\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"ord_3\", \"row_count\"], \"rows\": [{\"ord_3\": \"g\", \"row_count\": 36405}, {\"ord_3\": \"l\", \"row_count\": 36124}, {\"ord_3\": \"a\", \"row_count\": 35276}, {\"ord_3\": \"k\", \"row_count\": 28619}, {\"ord_3\": \"i\", \"row_count\": 28048}, {\"ord_3\": \"h\", \"row_count\": 24740}, {\"ord_3\": \"j\", \"row_count\": 24647}, {\"ord_3\": \"f\", \"row_count\": 22384}, {\"ord_3\": \"e\", \"row_count\": 21331}, {\"ord_3\": \"b\", \"row_count\": 11916}, {\"ord_3\": \"o\", \"row_count\": 11320}, {\"ord_3\": \"d\", \"row_count\": 7904}, {\"ord_3\": \"c\", \"row_count\": 6944}, {\"ord_3\": \"n\", \"row_count\": 4014}, {\"ord_3\": \"m\", \"row_count\": 328}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 233.25}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dad9f5863dcc1374/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dad9f5863dcc1374/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3b1440ea3876901dd6f1832cbe46ef8117f19e16 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dad9f5863dcc1374/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:06:42.109469+00:00", + "ended_at": "2026-05-04T07:06:52.957251+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_dad9f5863dcc1374", + "problem_id": "v2p_c14_526504812bdd952c", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_3.", + "bindings": { + "group_col": "ord_3", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_dad9f5863dcc1374.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_dad9f5863dcc1374", + "api_calls": 0, + "input_tokens": 23814, + "cached_input_tokens": 2432, + "output_tokens": 93, + "total_tokens": 23907, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3723, + "estimated_output_tokens": 77, + "estimated_total_tokens": 3800, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10517.7, + "sql_execution_elapsed_ms_total": 233.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_dad9f5863dcc1374\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dad9f5863dcc1374/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dad9f5863dcc1374/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b57602a17307cb93223f2b4f0c9b548a1e7df8ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dad9f5863dcc1374/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:06:52.701805+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10517.7, "started_at": "2026-05-04T07:06:42.165726+00:00", "ended_at": "2026-05-04T07:06:52.683401+00:00", "prompt_metrics": {"chars": 11597, "bytes_utf8": 11597, "lines": 394, "estimated_tokens": 3723}, "response_metrics": {"chars": 279, "bytes_utf8": 279, "lines": 1, "estimated_tokens": 77}, "usage": {"input_tokens": 23814, "cached_input_tokens": 2432, "output_tokens": 93}, "stderr_preview": "2026-05-04T07:06:42.425054Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:06:44.832384Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_db197f403cadc40b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_db197f403cadc40b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d5f4f55f59c17e1ff763867637954c0ea5139a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_db197f403cadc40b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_db197f403cadc40b\n-- problem_id: v2p_c14_d32e7b2e60f25522\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_8\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_8\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_db197f403cadc40b\\n-- problem_id: v2p_c14_d32e7b2e60f25522\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_8\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_8\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_8\", \"support\", \"avg_response\"], \"rows\": [{\"nom_8\": \"c720f85ca\", \"support\": 299, \"avg_response\": 3.0334448160535117}, {\"nom_8\": \"9ff6898e5\", \"support\": 294, \"avg_response\": 3.2789115646258504}, {\"nom_8\": \"3cec7c3f5\", \"support\": 292, \"avg_response\": 3.0616438356164384}, {\"nom_8\": \"d69adef8b\", \"support\": 288, \"avg_response\": 2.795138888888889}, {\"nom_8\": \"fdcd0dada\", \"support\": 287, \"avg_response\": 2.9825783972125435}, {\"nom_8\": \"bb2c599dd\", \"support\": 287, \"avg_response\": 2.961672473867596}, {\"nom_8\": \"17ba84114\", \"support\": 287, \"avg_response\": 2.923344947735192}, {\"nom_8\": \"5013e2094\", \"support\": 286, \"avg_response\": 3.0664335664335662}, {\"nom_8\": \"beacd1432\", \"support\": 286, \"avg_response\": 3.062937062937063}, {\"nom_8\": \"db3352558\", \"support\": 286, \"avg_response\": 2.986013986013986}, {\"nom_8\": \"0bda6bd36\", \"support\": 285, \"avg_response\": 3.1578947368421053}, {\"nom_8\": \"9b6150ff9\", \"support\": 285, \"avg_response\": 3.0385964912280703}, {\"nom_8\": \"b7f127f12\", \"support\": 285, \"avg_response\": 2.9789473684210526}, {\"nom_8\": \"6f08eb834\", \"support\": 285, \"avg_response\": 2.824561403508772}, {\"nom_8\": \"d1316ead6\", \"support\": 284, \"avg_response\": 2.971830985915493}, {\"nom_8\": \"0ec45f250\", \"support\": 283, \"avg_response\": 2.734982332155477}, {\"nom_8\": \"6091ae118\", \"support\": 282, \"avg_response\": 3.117021276595745}, {\"nom_8\": \"f0c4b003b\", \"support\": 282, \"avg_response\": 3.017730496453901}, {\"nom_8\": \"0f3836e8e\", \"support\": 281, \"avg_response\": 3.263345195729537}, {\"nom_8\": \"9c093c194\", \"support\": 281, \"avg_response\": 3.0711743772241995}, {\"nom_8\": \"cf61d0c57\", \"support\": 280, \"avg_response\": 2.9785714285714286}, {\"nom_8\": \"d9e105c14\", \"support\": 280, \"avg_response\": 2.9464285714285716}, {\"nom_8\": \"3915fff41\", \"support\": 280, \"avg_response\": 2.9357142857142855}, {\"nom_8\": \"f4e2b7052\", \"support\": 279, \"avg_response\": 3.1254480286738353}, {\"nom_8\": \"01dfa4ee9\", \"support\": 279, \"avg_response\": 3.075268817204301}, {\"nom_8\": \"a4ba24658\", \"support\": 278, \"avg_response\": 3.0467625899280577}, {\"nom_8\": \"de9c9f684\", \"support\": 278, \"avg_response\": 3.0251798561151078}, {\"nom_8\": \"c72b78ad7\", \"support\": 278, \"avg_response\": 2.9928057553956835}, {\"nom_8\": \"5ab5c0eaa\", \"support\": 278, \"avg_response\": 2.985611510791367}, {\"nom_8\": \"053b5acae\", \"support\": 278, \"avg_response\": 2.9532374100719423}, {\"nom_8\": \"1abfd700c\", \"support\": 277, \"avg_response\": 2.931407942238267}, {\"nom_8\": \"e33c9683a\", \"support\": 277, \"avg_response\": 2.9133574007220218}, {\"nom_8\": \"5213ff772\", \"support\": 277, \"avg_response\": 2.703971119133574}, {\"nom_8\": \"a666f7dc4\", \"support\": 276, \"avg_response\": 3.097826086956522}, {\"nom_8\": \"f7234f3a4\", \"support\": 276, \"avg_response\": 3.050724637681159}, {\"nom_8\": \"edfc6cc92\", \"support\": 276, \"avg_response\": 2.9855072463768115}, {\"nom_8\": \"5fc70d251\", \"support\": 275, \"avg_response\": 3.0836363636363635}, {\"nom_8\": \"8a2663908\", \"support\": 275, \"avg_response\": 3.0145454545454546}, {\"nom_8\": \"8a9cb6fd2\", \"support\": 275, \"avg_response\": 2.9527272727272726}, {\"nom_8\": \"afbb3506a\", \"support\": 274, \"avg_response\": 3.076642335766423}, {\"nom_8\": \"4d70170c4\", \"support\": 274, \"avg_response\": 3.0693430656934306}, {\"nom_8\": \"dab3adf54\", \"support\": 274, \"avg_response\": 2.978102189781022}, {\"nom_8\": \"63572f4db\", \"support\": 274, \"avg_response\": 2.908759124087591}, {\"nom_8\": \"c9180665d\", \"support\": 273, \"avg_response\": 3.1684981684981683}, {\"nom_8\": \"4bbe95f85\", \"support\": 273, \"avg_response\": 3.0}, {\"nom_8\": \"9ed47e9be\", \"support\": 273, \"avg_response\": 2.9926739926739927}, {\"nom_8\": \"e9e0e972d\", \"support\": 273, \"avg_response\": 2.9084249084249083}, {\"nom_8\": \"c389000ab\", \"support\": 271, \"avg_response\": 3.044280442804428}, {\"nom_8\": \"2c15d0173\", \"support\": 271, \"avg_response\": 3.040590405904059}, {\"nom_8\": \"32e87c9d3\", \"support\": 270, \"avg_response\": 2.988888888888889}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 341.15}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_db197f403cadc40b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_db197f403cadc40b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a0ef6ef6382431741c7c80766364a650a21d3319 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_db197f403cadc40b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:57.558552+00:00", + "ended_at": "2026-05-04T07:37:57.906543+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_db197f403cadc40b", + "problem_id": "v2p_c14_d32e7b2e60f25522", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=day, key_col=nom_8.", + "bindings": { + "key_col": "nom_8", + "measure_col": "day", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=18", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 18, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_db197f403cadc40b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_db197f403cadc40b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_db197f403cadc40b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_db197f403cadc40b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dd71089af579d3bc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dd71089af579d3bc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dd71089af579d3bc/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dd71089af579d3bc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dd71089af579d3bc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..03bd095683d939a9227e7423f2399a870b642586 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dd71089af579d3bc/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_dd71089af579d3bc +-- problem_id: v2p_c14_e71773eb8425c476 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "id", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "c14" +GROUP BY "id" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dd71089af579d3bc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dd71089af579d3bc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b747be55854bd26d6a4eae54709d474acab99210 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dd71089af579d3bc/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_dd71089af579d3bc\n-- problem_id: v2p_c14_e71773eb8425c476\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"id\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"c14\"\nGROUP BY \"id\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_dd71089af579d3bc\\n-- problem_id: v2p_c14_e71773eb8425c476\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"id\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"id\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"id\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 330.8}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dd71089af579d3bc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dd71089af579d3bc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ac9952b78accc07256be88073e8582f2e1c6299a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dd71089af579d3bc/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:52.094839+00:00", + "ended_at": "2026-05-04T07:37:52.429728+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_dd71089af579d3bc", + "problem_id": "v2p_c14_e71773eb8425c476", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=day, key_col=id.", + "bindings": { + "key_col": "id", + "measure_col": "day", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_dd71089af579d3bc.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dd71089af579d3bc/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dd71089af579d3bc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_dd71089af579d3bc/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3bc10520835148e0f210868ebc62aa5980d9c45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "1", "support": 194846, "support_share": 0.6494866666666667, "support_rank": 1}, {"value_label": "2", "support": 66438, "support_share": 0.22146, "support_rank": 2}, {"value_label": "3", "support": 38716, "support_share": 0.12905333333333333, "support_rank": 3}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..89625b4d26f056e70915c728c9327d17909f7819 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_ddcc09f08b7decc4 +-- problem_id: v2p_c14_04e5f4b2ae3d87d9 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_0" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_0" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e68bb18072f25ab3619c90c29c49b38ce5678364 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c14_ddcc09f08b7decc4\n-- problem_id: v2p_c14_04e5f4b2ae3d87d9\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"ord_0\" AS value_label, COUNT(*) AS support\n FROM \"c14\"\n GROUP BY \"ord_0\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c14_ddcc09f08b7decc4\\n-- problem_id: v2p_c14_04e5f4b2ae3d87d9\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"ord_0\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c14\\\"\\n GROUP BY \\\"ord_0\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"1\", \"support\": 194846, \"support_share\": 0.6494866666666667, \"support_rank\": 1}, {\"value_label\": \"2\", \"support\": 66438, \"support_share\": 0.22146, \"support_rank\": 2}, {\"value_label\": \"3\", \"support\": 38716, \"support_share\": 0.12905333333333333, \"support_rank\": 3}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 217.33}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1a0aa7e8e62abd1ae3a85db2257ea28608544bf6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:49.823831+00:00", + "ended_at": "2026-05-04T07:37:50.047575+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ddcc09f08b7decc4", + "problem_id": "v2p_c14_04e5f4b2ae3d87d9", + "dataset_id": "c14", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=ord_0.", + "bindings": { + "group_col": "ord_0" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_ddcc09f08b7decc4.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b72ee223b62cb38054a3d19c0033c584c2a80e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11966, "bytes_utf8": 11966, "lines": 398, "estimated_tokens": 3821}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 507, "bytes_utf8": 507, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 23910, "cached_input_tokens": 19840, "output_tokens": 208}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..27a0740c354c29ee6e2915f927bc3871f0668ee7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_de23f6fbab0bd0dd", + "api_calls": 0, + "input_tokens": 23910, + "cached_input_tokens": 19840, + "output_tokens": 208, + "total_tokens": 24118, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3821, + "estimated_output_tokens": 130, + "estimated_total_tokens": 3951, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12881.12, + "sql_execution_elapsed_ms_total": 340.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_de23f6fbab0bd0dd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..62b090aab43494be336ade324e7002c9a8511742 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:15:32.415086+00:00", + "ended_at": "2026-05-04T07:15:45.296587+00:00", + "elapsed_ms": 12881.12, + "prompt_metrics": { + "chars": 11966, + "bytes_utf8": 11966, + "lines": 398, + "estimated_tokens": 3821 + }, + "stdout_metrics": { + "chars": 847, + "bytes_utf8": 847, + "lines": 4, + "estimated_tokens": 246 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13193 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 507, + "bytes_utf8": 507, + "lines": 1, + "estimated_tokens": 130 + }, + "usage": { + "input_tokens": 23910, + "cached_input_tokens": 19840, + "output_tokens": 208 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a2977d627d5185fefe29e00d5ac436a33affa6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=day, measure_col=month.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "day", + "measure_col": "month", + "entity_col": "ord_5", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb857891ebf98f7efb22786d08044f63dc90f668 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d7-9c2a-76c0-b446-d25405171736"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"day\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"month\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"ord_5\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"day\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the planned template with group_col=\\\"day\\\", measure_col=\\\"month\\\", entity_col=\\\"ord_5\\\", and top_k=12. CAST was added for SQLite-safe numeric averaging because \\\"month\\\" is stored as TEXT in the schema snapshot.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23910,"cached_input_tokens":19840,"output_tokens":208}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..854a63495e808de3da4bda588d48559ee1611537 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"day\",\n COUNT(*) AS support,\n AVG(CAST(\"month\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"ord_5\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"day\"\nORDER BY support DESC\nLIMIT 12;","notes":"Used the planned template with group_col=\"day\", measure_col=\"month\", entity_col=\"ord_5\", and top_k=12. CAST was added for SQLite-safe numeric averaging because \"month\" is stored as TEXT in the schema snapshot."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c6112379b146c48e6070023f5f7bd2b9598613b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:15:32.603384Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:15:35.160073Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:15:44.520501Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff51275cf1d4d09baf8f0d9a3c25cf2f80b32205 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=day, measure_col=month. +Result preview: [{"day": "2", "support": 74315, "avg_measure": 5.764879230303438, "distinct_entities": 192}, {"day": "1", "support": 67144, "avg_measure": 5.7825568926486355, "distinct_entities": 192}, {"day": "3", "support": 66357, "avg_measure": 5.751586117515862, "distinct_entities": 192}, {"day": "4", "support": 40434, "avg_measure": 5.774521442350497, "distinct_entities": 192}, {"day": "7", "support": 33051, "avg_measure": 5.755680614807419, "distinct_entities": 192}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e3a96c5322ed766675891838a291d5bdbc290b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_de23f6fbab0bd0dd +-- problem_id: v2p_c14_350dee8d9e0f2096 +-- realization_mode: agent +-- source_kind: agent +SELECT "day", + COUNT(*) AS support, + AVG(CAST("month" AS REAL)) AS avg_measure, + COUNT(DISTINCT "ord_5") AS distinct_entities +FROM "c14" +GROUP BY "day" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..abf0249466d637861ab13e59120989cef8ed515c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"day\",\n COUNT(*) AS support,\n AVG(CAST(\"month\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"ord_5\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"day\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"day\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"month\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"ord_5\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"day\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"day\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"day\": \"2\", \"support\": 74315, \"avg_measure\": 5.764879230303438, \"distinct_entities\": 192}, {\"day\": \"1\", \"support\": 67144, \"avg_measure\": 5.7825568926486355, \"distinct_entities\": 192}, {\"day\": \"3\", \"support\": 66357, \"avg_measure\": 5.751586117515862, \"distinct_entities\": 192}, {\"day\": \"4\", \"support\": 40434, \"avg_measure\": 5.774521442350497, \"distinct_entities\": 192}, {\"day\": \"7\", \"support\": 33051, \"avg_measure\": 5.755680614807419, \"distinct_entities\": 192}, {\"day\": \"5\", \"support\": 17787, \"avg_measure\": 5.834373418789003, \"distinct_entities\": 191}, {\"day\": \"6\", \"support\": 912, \"avg_measure\": 6.031798245614035, \"distinct_entities\": 172}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 340.51}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..05e8bc664aec3f017dda5e244ed17ef896488d38 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:15:32.362591+00:00", + "ended_at": "2026-05-04T07:15:45.667052+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_de23f6fbab0bd0dd", + "problem_id": "v2p_c14_350dee8d9e0f2096", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=day, measure_col=month.", + "bindings": { + "group_col": "day", + "measure_col": "month", + "entity_col": "ord_5", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_de23f6fbab0bd0dd.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_de23f6fbab0bd0dd", + "api_calls": 0, + "input_tokens": 23910, + "cached_input_tokens": 19840, + "output_tokens": 208, + "total_tokens": 24118, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3821, + "estimated_output_tokens": 130, + "estimated_total_tokens": 3951, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12881.12, + "sql_execution_elapsed_ms_total": 340.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_de23f6fbab0bd0dd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a48b69055d3b29e02c9e49356b436f5878b3f84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de23f6fbab0bd0dd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:15:45.314027+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12881.12, "started_at": "2026-05-04T07:15:32.415086+00:00", "ended_at": "2026-05-04T07:15:45.296587+00:00", "prompt_metrics": {"chars": 11966, "bytes_utf8": 11966, "lines": 398, "estimated_tokens": 3821}, "response_metrics": {"chars": 507, "bytes_utf8": 507, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 23910, "cached_input_tokens": 19840, "output_tokens": 208}, "stderr_preview": "2026-05-04T07:15:32.603384Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:15:35.160073Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=bin_4.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "bin_4", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de8de6e765516bea/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de8de6e765516bea/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e989e1cfac8ed7b41c3799ffb9fd793b8f0c89be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de8de6e765516bea/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e1-416e-7d03-967e-9c96be1e8987"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"bin_4\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\"\\nORDER BY support ASC, \\\"bin_4\\\"\\nLIMIT 17;\",\"notes\":\"Uses the provided Low-Support Group Count template with group_col bound to \\\"bin_4\\\" and top_k set to 17.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23849,"cached_input_tokens":22912,"output_tokens":112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de8de6e765516bea/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de8de6e765516bea/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b33a599c2c9df3efa2f57b60702134690009998c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de8de6e765516bea/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"bin_4\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"bin_4\"\nORDER BY support ASC, \"bin_4\"\nLIMIT 17;","notes":"Uses the provided Low-Support Group Count template with group_col bound to \"bin_4\" and top_k set to 17."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de8de6e765516bea/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de8de6e765516bea/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ceba51e7421f3ef1720661e43f6dbd4c15081214 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de8de6e765516bea/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:26:04.734938Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:26:07.263377Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:26:15.671951Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de8de6e765516bea/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de8de6e765516bea/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..75a952a48d03e1b35ba6352e5c6b4ae27b87c461 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de8de6e765516bea/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=bin_4. +Result preview: [{"bin_4": "N", "support": 108367}, {"bin_4": "Y", "support": 191633}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de8de6e765516bea/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de8de6e765516bea/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..46d33c33a610d398179cfcbdd4772a909e074bf9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de8de6e765516bea/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_de8de6e765516bea +-- problem_id: v2p_c14_49cb2a57a8ff607f +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_4", + COUNT(*) AS support +FROM "c14" +GROUP BY "bin_4" +ORDER BY support ASC, "bin_4" +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de8de6e765516bea/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de8de6e765516bea/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cbee2b013b57522535543bb1652c1db35031713a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de8de6e765516bea/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"bin_4\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"bin_4\"\nORDER BY support ASC, \"bin_4\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"bin_4\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\"\\nORDER BY support ASC, \\\"bin_4\\\"\\nLIMIT 17;\", \"columns\": [\"bin_4\", \"support\"], \"rows\": [{\"bin_4\": \"N\", \"support\": 108367}, {\"bin_4\": \"Y\", \"support\": 191633}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 233.9}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de8de6e765516bea/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de8de6e765516bea/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..11c336033d6ae3e59fdc03ece96e28fb4b954ba0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de8de6e765516bea/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:26:04.447861+00:00", + "ended_at": "2026-05-04T07:26:16.885521+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_de8de6e765516bea", + "problem_id": "v2p_c14_49cb2a57a8ff607f", + "dataset_id": "c14", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=bin_4.", + "bindings": { + "group_col": "bin_4", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_de8de6e765516bea.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_de8de6e765516bea", + "api_calls": 0, + "input_tokens": 23849, + "cached_input_tokens": 22912, + "output_tokens": 112, + "total_tokens": 23961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3760, + "estimated_output_tokens": 91, + "estimated_total_tokens": 3851, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12119.68, + "sql_execution_elapsed_ms_total": 233.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_de8de6e765516bea\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de8de6e765516bea/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de8de6e765516bea/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ce5dabf902f360c9caf4e0309151ad58eb2d37d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_de8de6e765516bea/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:26:16.633657+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12119.68, "started_at": "2026-05-04T07:26:04.503439+00:00", "ended_at": "2026-05-04T07:26:16.623713+00:00", "prompt_metrics": {"chars": 11684, "bytes_utf8": 11684, "lines": 394, "estimated_tokens": 3760}, "response_metrics": {"chars": 304, "bytes_utf8": 304, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 23849, "cached_input_tokens": 22912, "output_tokens": 112}, "stderr_preview": "2026-05-04T07:26:04.734938Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:26:07.263377Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_1, group_col_2=bin_4, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_1", + "group_col_2": "bin_4", + "target_col": "target", + "target_value": "1", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_df686d2536c7129f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_df686d2536c7129f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..73b4c7bb8ca460e79f42f6f25fd2af4d1e44b994 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_df686d2536c7129f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c5-0ca2-7331-ac38-b967ca60d139"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_1\\\", \\\"bin_4\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\", \\\"bin_4\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=bin_1, group_col_2=bin_4, target_col=target, target_value='1'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23944,"cached_input_tokens":23424,"output_tokens":147}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_df686d2536c7129f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_df686d2536c7129f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..95ad93ad0c9b5b4da6d5bed00a3433ae6fd06aec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_df686d2536c7129f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_1\", \"bin_4\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_1\", \"bin_4\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=bin_1, group_col_2=bin_4, target_col=target, target_value='1'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_df686d2536c7129f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_df686d2536c7129f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc3be9be5d689c5a6134baf14a5da09bd617dcab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_df686d2536c7129f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:55:16.215571Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:55:18.552301Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:55:26.362826Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_df686d2536c7129f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_df686d2536c7129f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cff4f74e4beabb001267c76aab0f00369cba35fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_df686d2536c7129f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_1, group_col_2=bin_4, target_col=target. +Result preview: [{"bin_1": "0", "bin_4": "N", "target_rate": 0.35826634911183886}, {"bin_1": "0", "bin_4": "Y", "target_rate": 0.3139141304195166}, {"bin_1": "1", "bin_4": "N", "target_rate": 0.2626211668047998}, {"bin_1": "1", "bin_4": "Y", "target_rate": 0.22124271292478317}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_df686d2536c7129f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_df686d2536c7129f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3fa639a2b141809b548242ec86bc6d304b05ebb9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_df686d2536c7129f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_df686d2536c7129f +-- problem_id: v2p_c14_09e17c41569e9e0f +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", "bin_4", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_1", "bin_4" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_df686d2536c7129f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_df686d2536c7129f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7dc9d237263f113e9587c794795304bdb884da5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_df686d2536c7129f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_1\", \"bin_4\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_1\", \"bin_4\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_1\\\", \\\"bin_4\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\", \\\"bin_4\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bin_1\", \"bin_4\", \"target_rate\"], \"rows\": [{\"bin_1\": \"0\", \"bin_4\": \"N\", \"target_rate\": 0.35826634911183886}, {\"bin_1\": \"0\", \"bin_4\": \"Y\", \"target_rate\": 0.3139141304195166}, {\"bin_1\": \"1\", \"bin_4\": \"N\", \"target_rate\": 0.2626211668047998}, {\"bin_1\": \"1\", \"bin_4\": \"Y\", \"target_rate\": 0.22124271292478317}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 382.74}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_df686d2536c7129f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_df686d2536c7129f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b0737fe4e3a87ab7a0adf712f4b197760766de34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_df686d2536c7129f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:55:15.921656+00:00", + "ended_at": "2026-05-04T06:55:27.673795+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_df686d2536c7129f", + "problem_id": "v2p_c14_09e17c41569e9e0f", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_1, group_col_2=bin_4, target_col=target.", + "bindings": { + "group_col": "bin_1", + "group_col_2": "bin_4", + "target_col": "target", + "target_value": "1", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_df686d2536c7129f.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_df686d2536c7129f", + "api_calls": 0, + "input_tokens": 23944, + "cached_input_tokens": 23424, + "output_tokens": 147, + "total_tokens": 24091, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3853, + "estimated_output_tokens": 131, + "estimated_total_tokens": 3984, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11238.79, + "sql_execution_elapsed_ms_total": 382.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_df686d2536c7129f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_df686d2536c7129f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_df686d2536c7129f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..557838d15e926bc192479cba4e12a8a97863f8e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_df686d2536c7129f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:55:27.241472+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11238.79, "started_at": "2026-05-04T06:55:15.977131+00:00", "ended_at": "2026-05-04T06:55:27.218391+00:00", "prompt_metrics": {"chars": 11979, "bytes_utf8": 11979, "lines": 399, "estimated_tokens": 3853}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 23944, "cached_input_tokens": 23424, "output_tokens": 147}, "stderr_preview": "2026-05-04T06:55:16.215571Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:55:18.552301Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=bin_3.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "bin_3", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e01772cff6102a79/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e01772cff6102a79/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad35665c044ba9e2bdf30a97db854da28d111a45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e01772cff6102a79/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e0-be2d-78c0-a16b-ade99ec26ccf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"bin_3\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\"\\nORDER BY support ASC, \\\"bin_3\\\"\\nLIMIT 11;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to \\\"bin_3\\\" and top_k set to 11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23847,"cached_input_tokens":23424,"output_tokens":107}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e01772cff6102a79/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e01772cff6102a79/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f02d55f108d2a6b8438e4f2f6262f534923af35e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e01772cff6102a79/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"bin_3\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"bin_3\"\nORDER BY support ASC, \"bin_3\"\nLIMIT 11;","notes":"Used the provided Low-Support Group Count template with group_col bound to \"bin_3\" and top_k set to 11."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e01772cff6102a79/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e01772cff6102a79/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1308f2f50111e7de651fbea7824cc0b10ceab67f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e01772cff6102a79/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:25:31.121658Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:25:33.571389Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:25:40.625838Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e01772cff6102a79/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e01772cff6102a79/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..87e339fb6ffd4b110b576350d9632e346097f85b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e01772cff6102a79/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=bin_3. +Result preview: [{"bin_3": "F", "support": 146465}, {"bin_3": "T", "support": 153535}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e01772cff6102a79/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e01772cff6102a79/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..409983e1e358dc11603b466676d17d7b899e02f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e01772cff6102a79/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_e01772cff6102a79 +-- problem_id: v2p_c14_35bf3f430c2b1b4b +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_3", + COUNT(*) AS support +FROM "c14" +GROUP BY "bin_3" +ORDER BY support ASC, "bin_3" +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e01772cff6102a79/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e01772cff6102a79/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f35e93ced6cd70507d5808479ec766a5f4077fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e01772cff6102a79/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"bin_3\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"bin_3\"\nORDER BY support ASC, \"bin_3\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"bin_3\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\"\\nORDER BY support ASC, \\\"bin_3\\\"\\nLIMIT 11;\", \"columns\": [\"bin_3\", \"support\"], \"rows\": [{\"bin_3\": \"F\", \"support\": 146465}, {\"bin_3\": \"T\", \"support\": 153535}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 186.69}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e01772cff6102a79/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e01772cff6102a79/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3e82f773aecb1636b64b1cdc3794dce0c6dc58ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e01772cff6102a79/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:25:30.873241+00:00", + "ended_at": "2026-05-04T07:25:41.654177+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_e01772cff6102a79", + "problem_id": "v2p_c14_35bf3f430c2b1b4b", + "dataset_id": "c14", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=bin_3.", + "bindings": { + "group_col": "bin_3", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=111" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_e01772cff6102a79.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e01772cff6102a79", + "api_calls": 0, + "input_tokens": 23847, + "cached_input_tokens": 23424, + "output_tokens": 107, + "total_tokens": 23954, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3758, + "estimated_output_tokens": 91, + "estimated_total_tokens": 3849, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10503.2, + "sql_execution_elapsed_ms_total": 186.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_e01772cff6102a79\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e01772cff6102a79/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e01772cff6102a79/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..87f7dc84379696d9afb0bc03605f444e07c3c07e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e01772cff6102a79/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:25:41.457520+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10503.2, "started_at": "2026-05-04T07:25:30.933512+00:00", "ended_at": "2026-05-04T07:25:41.436873+00:00", "prompt_metrics": {"chars": 11677, "bytes_utf8": 11677, "lines": 394, "estimated_tokens": 3758}, "response_metrics": {"chars": 304, "bytes_utf8": 304, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 23847, "cached_input_tokens": 23424, "output_tokens": 107}, "stderr_preview": "2026-05-04T07:25:31.121658Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:25:33.571389Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_3, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "nom_3", + "target_col": "target", + "target_value": "0", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..354abe0b52f342066cfc8c3d7ce61bc78243169c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dc-196f-70b2-836c-00bb7cb5f8c1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_3\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"nom_3\\\", target_col=\\\"target\\\", target_value='0', min_support=4, and top_k=18 in SQLite-compatible form.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":19840,"output_tokens":165}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b89b9e13b74897a9d4b6a5d27c0d84bea68bd153 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_3\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_3\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"nom_3\", target_col=\"target\", target_value='0', min_support=4, and top_k=18 in SQLite-compatible form."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..379319d112a6a1458979c7e307499018f61c1467 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:20:26.786228Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:20:29.459562Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:20:39.149466Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fa109b3ba311b27900588bfdc265f80c1248c9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_3, target_col=target. +Result preview: [{"nom_3": "Finland", "support": 36942, "focus_rate": 0.7571869416923827}, {"nom_3": "Russia", "support": 101123, "focus_rate": 0.7100461813830682}, {"nom_3": "China", "support": 46044, "focus_rate": 0.6882764312396837}, {"nom_3": "Costa Rica", "support": 35988, "focus_rate": 0.6853117705901968}, {"nom_3": "Canada", "support": 49951, "focus_rate": 0.6602070028628055}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..05beb359222d689eced95cc4efeb3336e1226982 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_e1868a31b1338d8e +-- problem_id: v2p_c14_2b51f10e10e0ac11 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_3", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_3" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..571b4f92024cf5d05f8131db3e347023c47e8f89 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_3\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_3\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_3\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\", \"columns\": [\"nom_3\", \"support\", \"focus_rate\"], \"rows\": [{\"nom_3\": \"Finland\", \"support\": 36942, \"focus_rate\": 0.7571869416923827}, {\"nom_3\": \"Russia\", \"support\": 101123, \"focus_rate\": 0.7100461813830682}, {\"nom_3\": \"China\", \"support\": 46044, \"focus_rate\": 0.6882764312396837}, {\"nom_3\": \"Costa Rica\", \"support\": 35988, \"focus_rate\": 0.6853117705901968}, {\"nom_3\": \"Canada\", \"support\": 49951, \"focus_rate\": 0.6602070028628055}, {\"nom_3\": \"India\", \"support\": 29952, \"focus_rate\": 0.6386885683760684}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 283.28}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..17a864135c629219e7ffb53df8e7b9b2b8637551 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:20:26.545662+00:00", + "ended_at": "2026-05-04T07:20:40.025227+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_e1868a31b1338d8e", + "problem_id": "v2p_c14_2b51f10e10e0ac11", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_3, target_col=target.", + "bindings": { + "group_col": "nom_3", + "target_col": "target", + "target_value": "0", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_e1868a31b1338d8e.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e1868a31b1338d8e", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 19840, + "output_tokens": 165, + "total_tokens": 24117, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 139, + "estimated_total_tokens": 4002, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13116.01, + "sql_execution_elapsed_ms_total": 283.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_e1868a31b1338d8e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e192ae040cebd496dda1d1cb4b2fe2b9d9a34e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:20:39.733231+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13116.01, "started_at": "2026-05-04T07:20:26.584432+00:00", "ended_at": "2026-05-04T07:20:39.714986+00:00", "prompt_metrics": {"chars": 12021, "bytes_utf8": 12021, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 468, "bytes_utf8": 468, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 23952, "cached_input_tokens": 19840, "output_tokens": 165}, "stderr_preview": "2026-05-04T07:20:26.786228Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:20:29.459562Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"nom_3\\\", target_col=\\\"target\\\", target_value='0', min_support=4, and top_k=18 in SQLite-compatible form.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5bbde069c3cce296303819d21f31e7ce16b1607c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e1868a31b1338d8e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e1868a31b1338d8e", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 19840, + "output_tokens": 165, + "total_tokens": 24117, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 139, + "estimated_total_tokens": 4002, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13116.01, + "sql_execution_elapsed_ms_total": 283.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_e1868a31b1338d8e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c912dd729a6eba88bb9808d482f0ba79bf8f394 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11877, "bytes_utf8": 11877, "lines": 398, "estimated_tokens": 3804}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 334, "bytes_utf8": 334, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 23893, "cached_input_tokens": 23424, "output_tokens": 114}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..04ba5dd3b953561413147278996ab5ba7bee0ac2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e42bdc39c71cb468", + "api_calls": 0, + "input_tokens": 23893, + "cached_input_tokens": 23424, + "output_tokens": 114, + "total_tokens": 24007, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3804, + "estimated_output_tokens": 99, + "estimated_total_tokens": 3903, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11730.71, + "sql_execution_elapsed_ms_total": 90.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_e42bdc39c71cb468\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0be9dcc87e8f9ce1fc3f25f7335906fac70cf113 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:09:21.933623+00:00", + "ended_at": "2026-05-04T07:09:33.664679+00:00", + "elapsed_ms": 11730.71, + "prompt_metrics": { + "chars": 11877, + "bytes_utf8": 11877, + "lines": 398, + "estimated_tokens": 3804 + }, + "stdout_metrics": { + "chars": 660, + "bytes_utf8": 660, + "lines": 4, + "estimated_tokens": 209 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13266 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 334, + "bytes_utf8": 334, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 23893, + "cached_input_tokens": 23424, + "output_tokens": 114 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..031dfaa23f7c7cb6fa140a42062c91720bdbd945 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=nom_4.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "nom_4", + "predicate_col": "nom_7", + "predicate_op": "=", + "predicate_value": "27e8d4511", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..067f628e9f1cbba24ae00f60c54697eec143ce34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d1-f53b-7ec2-ae57-83ce8d7a2da6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"nom_4\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_7\\\" = '27e8d4511'\\nGROUP BY \\\"nom_4\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the required Filtered Top-k Group Count template with bound roles group_col=\\\"nom_4\\\" and predicate_col=\\\"nom_7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23893,"cached_input_tokens":23424,"output_tokens":114}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bef7cd998a39ba890be97f3b076c86e6952f4618 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"nom_4\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"nom_7\" = '27e8d4511'\nGROUP BY \"nom_4\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the required Filtered Top-k Group Count template with bound roles group_col=\"nom_4\" and predicate_col=\"nom_7\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b79fa96cd79659b49fcfc7011137b427ed13752 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:09:22.193491Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:09:24.515242Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:09:32.704133Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca1cbc2c987b4564aaa486c6a44afa17c998cec5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=nom_4. +Result preview: [{"nom_4": "Piano", "support": 117}, {"nom_4": "Oboe", "support": 116}, {"nom_4": "Bassoon", "support": 84}, {"nom_4": "Theremin", "support": 69}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dda55143fb4e0c0f6df36995c392852eac12bdc3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_e42bdc39c71cb468 +-- problem_id: v2p_c14_afe6c4535b659f07 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_4", COUNT(*) AS support +FROM "c14" +WHERE "nom_7" = '27e8d4511' +GROUP BY "nom_4" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..24626b5eddd1d586b5274ad03c73ae355949efc4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"nom_4\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"nom_7\" = '27e8d4511'\nGROUP BY \"nom_4\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"nom_4\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_7\\\" = '27e8d4511'\\nGROUP BY \\\"nom_4\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"nom_4\", \"support\"], \"rows\": [{\"nom_4\": \"Piano\", \"support\": 117}, {\"nom_4\": \"Oboe\", \"support\": 116}, {\"nom_4\": \"Bassoon\", \"support\": 84}, {\"nom_4\": \"Theremin\", \"support\": 69}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 90.48}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a245bad0293b86d6af40154eeae0056a1b592c90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:09:21.875479+00:00", + "ended_at": "2026-05-04T07:09:33.787220+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_e42bdc39c71cb468", + "problem_id": "v2p_c14_afe6c4535b659f07", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=nom_4.", + "bindings": { + "group_col": "nom_4", + "predicate_col": "nom_7", + "predicate_op": "=", + "predicate_value": "27e8d4511", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=63" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_e42bdc39c71cb468.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e42bdc39c71cb468", + "api_calls": 0, + "input_tokens": 23893, + "cached_input_tokens": 23424, + "output_tokens": 114, + "total_tokens": 24007, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3804, + "estimated_output_tokens": 99, + "estimated_total_tokens": 3903, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11730.71, + "sql_execution_elapsed_ms_total": 90.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_e42bdc39c71cb468\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c693fcc8e0ae693988096667568c1d50be9b5299 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e42bdc39c71cb468/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:09:33.682957+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11730.71, "started_at": "2026-05-04T07:09:21.933623+00:00", "ended_at": "2026-05-04T07:09:33.664679+00:00", "prompt_metrics": {"chars": 11877, "bytes_utf8": 11877, "lines": 398, "estimated_tokens": 3804}, "response_metrics": {"chars": 334, "bytes_utf8": 334, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 23893, "cached_input_tokens": 23424, "output_tokens": 114}, "stderr_preview": "2026-05-04T07:09:22.193491Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:09:24.515242Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_0.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "bin_0", + "entity_col": "id", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e4e85cb6c25b9d55/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e4e85cb6c25b9d55/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2013a81daeb3978f632e6ba89690cec2ed526e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e4e85cb6c25b9d55/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d4-438a-72b1-810b-fbc03eb18013"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bin_0\\\", COUNT(DISTINCT \\\"id\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 17;\",\"notes\":\"Used the planned template with bound roles group_col=\\\"bin_0\\\" and entity_col=\\\"id\\\" on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23864,"cached_input_tokens":23424,"output_tokens":106}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e4e85cb6c25b9d55/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e4e85cb6c25b9d55/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..395efa8522bcbdef95e491f19479117cd882f978 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e4e85cb6c25b9d55/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bin_0\", COUNT(DISTINCT \"id\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_0\"\nORDER BY distinct_entities DESC\nLIMIT 17;","notes":"Used the planned template with bound roles group_col=\"bin_0\" and entity_col=\"id\" on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e4e85cb6c25b9d55/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e4e85cb6c25b9d55/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cde9810b0d4e42bfb310f048ab41a8f2a98fdec9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e4e85cb6c25b9d55/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:11:53.312011Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:11:55.856925Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:12:02.733882Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e4e85cb6c25b9d55/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e4e85cb6c25b9d55/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcde31a74caa5e8543573cdaddf7f24931364df5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e4e85cb6c25b9d55/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_0. +Result preview: [{"bin_0": "0", "distinct_entities": 261749}, {"bin_0": "1", "distinct_entities": 38251}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e4e85cb6c25b9d55/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e4e85cb6c25b9d55/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..07c6437c4b1a94c7a5071a4f7d4983f3e9db084b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e4e85cb6c25b9d55/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c14_e4e85cb6c25b9d55 +-- problem_id: v2p_c14_6f51823521cbe5f1 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", COUNT(DISTINCT "id") AS distinct_entities +FROM "c14" +GROUP BY "bin_0" +ORDER BY distinct_entities DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e4e85cb6c25b9d55/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e4e85cb6c25b9d55/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a1efd5a3f1752c4695e6f61d327640707998edde --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e4e85cb6c25b9d55/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bin_0\", COUNT(DISTINCT \"id\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_0\"\nORDER BY distinct_entities DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bin_0\\\", COUNT(DISTINCT \\\"id\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 17;\", \"columns\": [\"bin_0\", \"distinct_entities\"], \"rows\": [{\"bin_0\": \"0\", \"distinct_entities\": 261749}, {\"bin_0\": \"1\", \"distinct_entities\": 38251}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 570.18}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e4e85cb6c25b9d55/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e4e85cb6c25b9d55/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f40b017894bf1fa4e4f6b7d41dfdd130e9ca1ae6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e4e85cb6c25b9d55/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:11:53.041309+00:00", + "ended_at": "2026-05-04T07:12:04.260020+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_e4e85cb6c25b9d55", + "problem_id": "v2p_c14_6f51823521cbe5f1", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_0.", + "bindings": { + "group_col": "bin_0", + "entity_col": "id", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_e4e85cb6c25b9d55.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e4e85cb6c25b9d55", + "api_calls": 0, + "input_tokens": 23864, + "cached_input_tokens": 23424, + "output_tokens": 106, + "total_tokens": 23970, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3775, + "estimated_output_tokens": 90, + "estimated_total_tokens": 3865, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10555.37, + "sql_execution_elapsed_ms_total": 570.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_e4e85cb6c25b9d55\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e4e85cb6c25b9d55/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e4e85cb6c25b9d55/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ee186ca406de1d42c6e1392b2ca8b2f5dfcfd4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e4e85cb6c25b9d55/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:12:03.680227+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10555.37, "started_at": "2026-05-04T07:11:53.102922+00:00", "ended_at": "2026-05-04T07:12:03.658188+00:00", "prompt_metrics": {"chars": 11803, "bytes_utf8": 11803, "lines": 396, "estimated_tokens": 3775}, "response_metrics": {"chars": 325, "bytes_utf8": 325, "lines": 1, "estimated_tokens": 90}, "usage": {"input_tokens": 23864, "cached_input_tokens": 23424, "output_tokens": 106}, "stderr_preview": "2026-05-04T07:11:53.312011Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:11:55.856925Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e580f449af8a55d7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e580f449af8a55d7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c107d6422e83962c6029e321a91c8c85c0782d13 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e580f449af8a55d7/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_e580f449af8a55d7\n-- problem_id: v2p_c14_d1227cb22a96dd72\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_6\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_6\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_e580f449af8a55d7\\n-- problem_id: v2p_c14_d1227cb22a96dd72\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_6\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_6\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_6\", \"support\", \"avg_response\"], \"rows\": [{\"nom_6\": \"d173ac7ca\", \"support\": 1218, \"avg_response\": 2.960591133004926}, {\"nom_6\": \"2ed5a94b0\", \"support\": 1210, \"avg_response\": 2.98099173553719}, {\"nom_6\": \"c9eedfbc2\", \"support\": 1193, \"avg_response\": 3.0947191953059514}, {\"nom_6\": \"50d7ad46a\", \"support\": 1175, \"avg_response\": 2.970212765957447}, {\"nom_6\": \"0922e3cb8\", \"support\": 1169, \"avg_response\": 2.9666381522668948}, {\"nom_6\": \"d4d727716\", \"support\": 1167, \"avg_response\": 2.9785775492716366}, {\"nom_6\": \"705cb7579\", \"support\": 1165, \"avg_response\": 3.024892703862661}, {\"nom_6\": \"1fe17a1fd\", \"support\": 1157, \"avg_response\": 3.004321521175454}, {\"nom_6\": \"3ac1b8814\", \"support\": 1148, \"avg_response\": 3.015679442508711}, {\"nom_6\": \"f497b97d7\", \"support\": 1146, \"avg_response\": 2.9886561954624784}, {\"nom_6\": \"4f849ad2d\", \"support\": 1140, \"avg_response\": 2.9464912280701756}, {\"nom_6\": \"bc82e0ba0\", \"support\": 1138, \"avg_response\": 3.0597539543057994}, {\"nom_6\": \"9448b8e3b\", \"support\": 1137, \"avg_response\": 3.0334212840809145}, {\"nom_6\": \"50e49ea04\", \"support\": 1137, \"avg_response\": 2.980650835532102}, {\"nom_6\": \"20636817e\", \"support\": 1133, \"avg_response\": 3.049426301853486}, {\"nom_6\": \"71c68195d\", \"support\": 1133, \"avg_response\": 2.968225948808473}, {\"nom_6\": \"a406a5f12\", \"support\": 1125, \"avg_response\": 2.9555555555555557}, {\"nom_6\": \"bc31d6a6d\", \"support\": 1123, \"avg_response\": 3.1068566340160286}, {\"nom_6\": \"e16557b2b\", \"support\": 1119, \"avg_response\": 2.966041108132261}, {\"nom_6\": \"b238965eb\", \"support\": 1117, \"avg_response\": 2.9588182632050133}, {\"nom_6\": \"40ac3fcd5\", \"support\": 1116, \"avg_response\": 2.9919354838709675}, {\"nom_6\": \"642fcc7be\", \"support\": 1114, \"avg_response\": 2.9910233393177736}, {\"nom_6\": \"a20513779\", \"support\": 1114, \"avg_response\": 2.954219030520646}, {\"nom_6\": \"f14fe8bc5\", \"support\": 1113, \"avg_response\": 2.991015274034142}, {\"nom_6\": \"017eb57f0\", \"support\": 1113, \"avg_response\": 2.958670260557053}, {\"nom_6\": \"cefab1020\", \"support\": 1109, \"avg_response\": 2.9621280432822363}, {\"nom_6\": \"3b9693870\", \"support\": 1107, \"avg_response\": 3.0569105691056913}, {\"nom_6\": \"f134870d4\", \"support\": 1102, \"avg_response\": 2.9945553539019962}, {\"nom_6\": \"cd8e3a0a7\", \"support\": 1101, \"avg_response\": 3.0544959128065394}, {\"nom_6\": \"c0f1061ee\", \"support\": 1100, \"avg_response\": 3.0527272727272727}, {\"nom_6\": \"cd94f29d1\", \"support\": 1096, \"avg_response\": 2.9525547445255476}, {\"nom_6\": \"9e0a099c7\", \"support\": 1095, \"avg_response\": 2.9643835616438357}, {\"nom_6\": \"edb3cf6c8\", \"support\": 1094, \"avg_response\": 3.045703839122486}, {\"nom_6\": \"25d3a1087\", \"support\": 1093, \"avg_response\": 3.020128087831656}, {\"nom_6\": \"bb219c9ac\", \"support\": 1091, \"avg_response\": 3.0329972502291476}, {\"nom_6\": \"718fd9453\", \"support\": 1091, \"avg_response\": 3.0229147571035746}, {\"nom_6\": \"6046454de\", \"support\": 1086, \"avg_response\": 3.1639042357274403}, {\"nom_6\": \"42b1cc2fd\", \"support\": 1081, \"avg_response\": 3.038852913968548}, {\"nom_6\": \"788ba7aea\", \"support\": 1081, \"avg_response\": 3.0296022201665127}, {\"nom_6\": \"cf8b12b4e\", \"support\": 1080, \"avg_response\": 3.1}, {\"nom_6\": \"acf5b10dd\", \"support\": 1075, \"avg_response\": 3.0316279069767442}, {\"nom_6\": \"d213f48ed\", \"support\": 1073, \"avg_response\": 3.0335507921714817}, {\"nom_6\": \"395941181\", \"support\": 1070, \"avg_response\": 2.9644859813084112}, {\"nom_6\": \"508ff88dc\", \"support\": 1064, \"avg_response\": 3.0103383458646618}, {\"nom_6\": \"32be571ee\", \"support\": 1062, \"avg_response\": 3.1440677966101696}, {\"nom_6\": \"b69c236cb\", \"support\": 1061, \"avg_response\": 3.052780395852969}, {\"nom_6\": \"3e44d44eb\", \"support\": 1060, \"avg_response\": 3.069811320754717}, {\"nom_6\": \"73dd803d0\", \"support\": 1057, \"avg_response\": 3.0283822138126775}, {\"nom_6\": \"0bcb379d8\", \"support\": 1054, \"avg_response\": 3.064516129032258}, {\"nom_6\": \"4daee3baf\", \"support\": 1053, \"avg_response\": 3.00664767331434}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 358.43}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e580f449af8a55d7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e580f449af8a55d7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..271025b1ec9e38660e20a0d78fff823e321d2ffe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e580f449af8a55d7/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:54.800567+00:00", + "ended_at": "2026-05-04T07:37:55.164946+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_e580f449af8a55d7", + "problem_id": "v2p_c14_d1227cb22a96dd72", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=day, key_col=nom_6.", + "bindings": { + "key_col": "nom_6", + "measure_col": "day", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_e580f449af8a55d7.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e580f449af8a55d7/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e580f449af8a55d7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e580f449af8a55d7/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7abbd470c0468ebc34fc6b995555ebff4a0fb26a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12026, "bytes_utf8": 12026, "lines": 397, "estimated_tokens": 3864}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 23953, "cached_input_tokens": 23424, "output_tokens": 175}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..258cd9ff0fad75d7fe2319b7847987319087f5ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e5e3cd49a82c9684", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 23424, + "output_tokens": 175, + "total_tokens": 24128, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3999, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12540.59, + "sql_execution_elapsed_ms_total": 276.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_e5e3cd49a82c9684\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c9b71301dc086fa9426786ab7c860d837e85423f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:23:37.903010+00:00", + "ended_at": "2026-05-04T07:23:50.443370+00:00", + "elapsed_ms": 12540.59, + "prompt_metrics": { + "chars": 12026, + "bytes_utf8": 12026, + "lines": 397, + "estimated_tokens": 3864 + }, + "stdout_metrics": { + "chars": 771, + "bytes_utf8": 771, + "lines": 4, + "estimated_tokens": 247 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13227 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 442, + "bytes_utf8": 442, + "lines": 1, + "estimated_tokens": 135 + }, + "usage": { + "input_tokens": 23953, + "cached_input_tokens": 23424, + "output_tokens": 175 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f32798a27e53ce6ce57e26d32a10752bec432742 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,397 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_4, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "ord_4", + "target_col": "target", + "target_value": "0", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e7e6639c0a6f61790a6d6f72f74a48b517f3704 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1df-04ae-7661-86d6-98baf8c8ec4a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"ord_4\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"ord_4\\\", target_col=\\\"target\\\", target_value='0', min_support=4, and top_k=19.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23953,"cached_input_tokens":23424,"output_tokens":175}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..320e2589a4f2915513451b7058aea384ce441240 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"ord_4\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"ord_4\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;","notes":"Uses the provided Tail Target-Rate Extremes template with group_col=\"ord_4\", target_col=\"target\", target_value='0', min_support=4, and top_k=19."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d08309dbcf4e394508e9a4102214ad91d9bbf6b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:23:38.094545Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:23:40.732031Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:23:49.708985Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..04962087c01686f7c2417799a5630ee85d0cac99 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_4, target_col=target. +Result preview: [{"ord_4": "A", "support": 18258, "focus_rate": 0.8131230145689561}, {"ord_4": "B", "support": 6169, "focus_rate": 0.8014264872750851}, {"ord_4": "D", "support": 3974, "focus_rate": 0.7916456970306995}, {"ord_4": "E", "support": 11303, "focus_rate": 0.7864283818455278}, {"ord_4": "C", "support": 3575, "focus_rate": 0.784055944055944}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..62f156b16d5a9c9c38b7862202c43e7c519e9f45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_e5e3cd49a82c9684 +-- problem_id: v2p_c14_da400f9e6723831c +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_4", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "ord_4" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c9d3e2a41dba8aeb024acf51e0c9d4a3fe8453a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"ord_4\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"ord_4\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"ord_4\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\", \"columns\": [\"ord_4\", \"support\", \"focus_rate\"], \"rows\": [{\"ord_4\": \"A\", \"support\": 18258, \"focus_rate\": 0.8131230145689561}, {\"ord_4\": \"B\", \"support\": 6169, \"focus_rate\": 0.8014264872750851}, {\"ord_4\": \"D\", \"support\": 3974, \"focus_rate\": 0.7916456970306995}, {\"ord_4\": \"E\", \"support\": 11303, \"focus_rate\": 0.7864283818455278}, {\"ord_4\": \"C\", \"support\": 3575, \"focus_rate\": 0.784055944055944}, {\"ord_4\": \"F\", \"support\": 11717, \"focus_rate\": 0.7754544678672015}, {\"ord_4\": \"G\", \"support\": 18899, \"focus_rate\": 0.7631091592147733}, {\"ord_4\": \"H\", \"support\": 12743, \"focus_rate\": 0.7545318998665934}, {\"ord_4\": \"I\", \"support\": 14644, \"focus_rate\": 0.7476782299918056}, {\"ord_4\": \"K\", \"support\": 14698, \"focus_rate\": 0.7339774118927745}, {\"ord_4\": \"J\", \"support\": 12878, \"focus_rate\": 0.7334213387171921}, {\"ord_4\": \"M\", \"support\": 159, \"focus_rate\": 0.7232704402515723}, {\"ord_4\": \"L\", \"support\": 19066, \"focus_rate\": 0.7173502570019931}, {\"ord_4\": \"O\", \"support\": 5836, \"focus_rate\": 0.6931117203564084}, {\"ord_4\": \"N\", \"support\": 2166, \"focus_rate\": 0.6874422899353647}, {\"ord_4\": \"P\", \"support\": 12839, \"focus_rate\": 0.6750525741880209}, {\"ord_4\": \"Q\", \"support\": 15925, \"focus_rate\": 0.6637362637362637}, {\"ord_4\": \"R\", \"support\": 16927, \"focus_rate\": 0.6481361139008684}, {\"ord_4\": \"S\", \"support\": 18875, \"focus_rate\": 0.6406357615894039}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 276.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5b451b9d0d7102a59ab4f23268c5ab261c1e122b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:23:37.841397+00:00", + "ended_at": "2026-05-04T07:23:50.747786+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_e5e3cd49a82c9684", + "problem_id": "v2p_c14_da400f9e6723831c", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_4, target_col=target.", + "bindings": { + "group_col": "ord_4", + "target_col": "target", + "target_value": "0", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=104" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_e5e3cd49a82c9684.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e5e3cd49a82c9684", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 23424, + "output_tokens": 175, + "total_tokens": 24128, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3999, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12540.59, + "sql_execution_elapsed_ms_total": 276.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_e5e3cd49a82c9684\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9ed073f5798719ac241bff895c7b55b9e65e122a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:23:50.462944+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12540.59, "started_at": "2026-05-04T07:23:37.903010+00:00", "ended_at": "2026-05-04T07:23:50.443370+00:00", "prompt_metrics": {"chars": 12026, "bytes_utf8": 12026, "lines": 397, "estimated_tokens": 3864}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 23953, "cached_input_tokens": 23424, "output_tokens": 175}, "stderr_preview": "2026-05-04T07:23:38.094545Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:23:40.732031Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"ord_4\\\", target_col=\\\"target\\\", target_value='0', min_support=4, and top_k=19.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..91fe7f6315779e5ed868abd80dc4217a1e83ba11 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e5e3cd49a82c9684/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e5e3cd49a82c9684", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 23424, + "output_tokens": 175, + "total_tokens": 24128, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3999, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12540.59, + "sql_execution_elapsed_ms_total": 276.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_e5e3cd49a82c9684\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e4e9a914536ae640f24eb7e5f094d70e6d2a207 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11851, "bytes_utf8": 11851, "lines": 396, "estimated_tokens": 3830}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 23919, "cached_input_tokens": 22912, "output_tokens": 152}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9a74b3674bac483ea96bb3e89bdcf66310dd4be0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e6a4d7a2306b8c0e", + "api_calls": 0, + "input_tokens": 23919, + "cached_input_tokens": 22912, + "output_tokens": 152, + "total_tokens": 24071, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3830, + "estimated_output_tokens": 116, + "estimated_total_tokens": 3946, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10933.98, + "sql_execution_elapsed_ms_total": 450.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_e6a4d7a2306b8c0e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8eaabd75d06d389839440ef2f57b8c18ffb2725c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:27:59.530228+00:00", + "ended_at": "2026-05-04T07:28:10.465394+00:00", + "elapsed_ms": 10933.98, + "prompt_metrics": { + "chars": 11851, + "bytes_utf8": 11851, + "lines": 396, + "estimated_tokens": 3830 + }, + "stdout_metrics": { + "chars": 709, + "bytes_utf8": 709, + "lines": 4, + "estimated_tokens": 233 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13265 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 365, + "bytes_utf8": 365, + "lines": 1, + "estimated_tokens": 116 + }, + "usage": { + "input_tokens": 23919, + "cached_input_tokens": 22912, + "output_tokens": 152 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bd725b0231582c82852e4e65b21e7760555dcb1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=nom_4, group_col_2=ord_4.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "nom_4", + "group_col_2": "ord_4", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4a341daa38c7b813caf4730f04570b2ae979867 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e3-02bc-74a0-aec6-53939aa89fb9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"nom_4\\\",\\n \\\"ord_4\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\", \\\"ord_4\\\"\\nORDER BY support ASC, \\\"nom_4\\\", \\\"ord_4\\\"\\nLIMIT 11;\",\"notes\":\"Uses the provided Pairwise Sparse Slice Count template with group_col=\\\"nom_4\\\" and group_col_2=\\\"ord_4\\\" on single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23919,"cached_input_tokens":22912,"output_tokens":152}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfb9999020eaaa6552cd70eec8c56f13b5b4f6b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"nom_4\",\n \"ord_4\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"nom_4\", \"ord_4\"\nORDER BY support ASC, \"nom_4\", \"ord_4\"\nLIMIT 11;","notes":"Uses the provided Pairwise Sparse Slice Count template with group_col=\"nom_4\" and group_col_2=\"ord_4\" on single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..913f04cd8bcc37922a311fb9f9417c1b68924d96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:27:59.755416Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:28:02.159938Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:28:09.662983Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cccd8461e8d8010e5923b24ac8bfb5d0c5e9d39 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=nom_4, group_col_2=ord_4. +Result preview: [{"nom_4": "Theremin", "ord_4": "M", "support": 27}, {"nom_4": "Bassoon", "ord_4": "M", "support": 29}, {"nom_4": "Piano", "ord_4": "M", "support": 46}, {"nom_4": "Oboe", "ord_4": "M", "support": 57}, {"nom_4": "Theremin", "ord_4": "N", "support": 419}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..34c2f699e5918a905e3e47498b1fa7f0dc3d30c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_e6a4d7a2306b8c0e +-- problem_id: v2p_c14_20ff2b7e46791ab2 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_4", + "ord_4", + COUNT(*) AS support +FROM "c14" +GROUP BY "nom_4", "ord_4" +ORDER BY support ASC, "nom_4", "ord_4" +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..43c3d877fe8fe1adecc82a081f3c39a80b43250d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"nom_4\",\n \"ord_4\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"nom_4\", \"ord_4\"\nORDER BY support ASC, \"nom_4\", \"ord_4\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"nom_4\\\",\\n \\\"ord_4\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\", \\\"ord_4\\\"\\nORDER BY support ASC, \\\"nom_4\\\", \\\"ord_4\\\"\\nLIMIT 11;\", \"columns\": [\"nom_4\", \"ord_4\", \"support\"], \"rows\": [{\"nom_4\": \"Theremin\", \"ord_4\": \"M\", \"support\": 27}, {\"nom_4\": \"Bassoon\", \"ord_4\": \"M\", \"support\": 29}, {\"nom_4\": \"Piano\", \"ord_4\": \"M\", \"support\": 46}, {\"nom_4\": \"Oboe\", \"ord_4\": \"M\", \"support\": 57}, {\"nom_4\": \"Theremin\", \"ord_4\": \"N\", \"support\": 419}, {\"nom_4\": \"Bassoon\", \"ord_4\": \"N\", \"support\": 516}, {\"nom_4\": \"Piano\", \"ord_4\": \"N\", \"support\": 587}, {\"nom_4\": \"Oboe\", \"ord_4\": \"N\", \"support\": 644}, {\"nom_4\": \"Theremin\", \"ord_4\": \"C\", \"support\": 647}, {\"nom_4\": \"Bassoon\", \"ord_4\": \"C\", \"support\": 759}, {\"nom_4\": \"Theremin\", \"ord_4\": \"D\", \"support\": 762}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 450.48}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8e417d54cd5af7257433a7d9235306fb0d13d669 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:27:59.475158+00:00", + "ended_at": "2026-05-04T07:28:10.943721+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_e6a4d7a2306b8c0e", + "problem_id": "v2p_c14_20ff2b7e46791ab2", + "dataset_id": "c14", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=nom_4, group_col_2=ord_4.", + "bindings": { + "group_col": "nom_4", + "group_col_2": "ord_4", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=121" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_e6a4d7a2306b8c0e.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e6a4d7a2306b8c0e", + "api_calls": 0, + "input_tokens": 23919, + "cached_input_tokens": 22912, + "output_tokens": 152, + "total_tokens": 24071, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3830, + "estimated_output_tokens": 116, + "estimated_total_tokens": 3946, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10933.98, + "sql_execution_elapsed_ms_total": 450.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_e6a4d7a2306b8c0e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8e553c1cd6c11284efb6a6b27e2896dc48aaf90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e6a4d7a2306b8c0e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:28:10.484777+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10933.98, "started_at": "2026-05-04T07:27:59.530228+00:00", "ended_at": "2026-05-04T07:28:10.465394+00:00", "prompt_metrics": {"chars": 11851, "bytes_utf8": 11851, "lines": 396, "estimated_tokens": 3830}, "response_metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 23919, "cached_input_tokens": 22912, "output_tokens": 152}, "stderr_preview": "2026-05-04T07:27:59.755416Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:28:02.159938Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_4, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "nom_4", + "target_col": "target", + "target_value": "1", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..be16e4cc237e1e537272a0467c81b3f5bd540760 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dc-4e1d-7fe3-9d42-cf3c315445f6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_4\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=\\\"nom_4\\\", target_col=\\\"target\\\", target_value='1', min_support=5, top_k=14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":22912,"output_tokens":153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9202d30a7a5f120a7afdd26bb77835775ece9bc8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_4\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_4\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;","notes":"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=\"nom_4\", target_col=\"target\", target_value='1', min_support=5, top_k=14."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1a4db0f98acea1f8c46bb240fba46dfc327d400 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:20:40.328558Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:20:42.607364Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:20:50.880040Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2592a74242aed73d927ddb1b0b5aeb9d8bdadb9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_4, target_col=target. +Result preview: [{"nom_4": "Theremin", "support": 54742, "focus_rate": 0.3539512622849001}, {"nom_4": "Oboe", "support": 92293, "focus_rate": 0.3294724410301973}, {"nom_4": "Piano", "support": 84517, "focus_rate": 0.30416365938213613}, {"nom_4": "Bassoon", "support": 68448, "focus_rate": 0.2377425198690977}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..11cf341cfea5aa40f728a38e6b77d85d998e507b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_e8f62a42d41cbb47 +-- problem_id: v2p_c14_a8ba0c759c177b95 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_4", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_4" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..040255d5cbb846397b561de4d9b5bf5950bfd321 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_4\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_4\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_4\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\", \"columns\": [\"nom_4\", \"support\", \"focus_rate\"], \"rows\": [{\"nom_4\": \"Theremin\", \"support\": 54742, \"focus_rate\": 0.3539512622849001}, {\"nom_4\": \"Oboe\", \"support\": 92293, \"focus_rate\": 0.3294724410301973}, {\"nom_4\": \"Piano\", \"support\": 84517, \"focus_rate\": 0.30416365938213613}, {\"nom_4\": \"Bassoon\", \"support\": 68448, \"focus_rate\": 0.2377425198690977}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 350.47}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..80230df25ed3487608776e4a073ce1ab32aecb60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:20:40.028485+00:00", + "ended_at": "2026-05-04T07:20:51.907576+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_e8f62a42d41cbb47", + "problem_id": "v2p_c14_a8ba0c759c177b95", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_4, target_col=target.", + "bindings": { + "group_col": "nom_4", + "target_col": "target", + "target_value": "1", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_e8f62a42d41cbb47.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e8f62a42d41cbb47", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 153, + "total_tokens": 24105, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 137, + "estimated_total_tokens": 4000, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11431.5, + "sql_execution_elapsed_ms_total": 350.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_e8f62a42d41cbb47\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4bb8e790bb5fd2d0d373e84b2036a8c9868df9d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:20:51.543843+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11431.5, "started_at": "2026-05-04T07:20:40.089512+00:00", "ended_at": "2026-05-04T07:20:51.523337+00:00", "prompt_metrics": {"chars": 12019, "bytes_utf8": 12019, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 23952, "cached_input_tokens": 22912, "output_tokens": 153}, "stderr_preview": "2026-05-04T07:20:40.328558Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:20:42.607364Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=\\\"nom_4\\\", target_col=\\\"target\\\", target_value='1', min_support=5, top_k=14.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..19f2827a4b1ea9c7442c7975b10410e36e2a6507 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e8f62a42d41cbb47/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e8f62a42d41cbb47", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 153, + "total_tokens": 24105, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 137, + "estimated_total_tokens": 4000, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11431.5, + "sql_execution_elapsed_ms_total": 350.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_e8f62a42d41cbb47\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e925f47fd547e860/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e925f47fd547e860/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3645b7bb9b770f08b58898e408baed2bbf5faa85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e925f47fd547e860/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"nom_7": "3a114adea", "support": 534, "avg_response": 1.4419475655430711}, {"nom_7": "6f3940b72", "support": 518, "avg_response": 1.579150579150579}, {"nom_7": "3b679e531", "support": 518, "avg_response": 1.5193050193050193}, {"nom_7": "fcf2b8dce", "support": 517, "avg_response": 1.460348162475822}, {"nom_7": "fe27cc23d", "support": 515, "avg_response": 1.5048543689320388}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e925f47fd547e860/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e925f47fd547e860/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..43776ae708a06e595fd19bdc951dc2b649dd9205 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e925f47fd547e860/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_e925f47fd547e860 +-- problem_id: v2p_c14_c5ef1c21e47395cd +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_7", + COUNT(*) AS support, + AVG("ord_0") AS avg_response +FROM "c14" +GROUP BY "nom_7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e925f47fd547e860/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e925f47fd547e860/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df3a9616ee88a2e06a69cbec0dd094c47e9f5d05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e925f47fd547e860/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_e925f47fd547e860\n-- problem_id: v2p_c14_c5ef1c21e47395cd\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_7\",\n COUNT(*) AS support,\n AVG(\"ord_0\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_7\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_e925f47fd547e860\\n-- problem_id: v2p_c14_c5ef1c21e47395cd\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_7\\\",\\n COUNT(*) AS support,\\n AVG(\\\"ord_0\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_7\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_7\", \"support\", \"avg_response\"], \"rows\": [{\"nom_7\": \"3a114adea\", \"support\": 534, \"avg_response\": 1.4419475655430711}, {\"nom_7\": \"6f3940b72\", \"support\": 518, \"avg_response\": 1.579150579150579}, {\"nom_7\": \"3b679e531\", \"support\": 518, \"avg_response\": 1.5193050193050193}, {\"nom_7\": \"fcf2b8dce\", \"support\": 517, \"avg_response\": 1.460348162475822}, {\"nom_7\": \"fe27cc23d\", \"support\": 515, \"avg_response\": 1.5048543689320388}, {\"nom_7\": \"c6344321c\", \"support\": 510, \"avg_response\": 1.507843137254902}, {\"nom_7\": \"c75a7f5f8\", \"support\": 508, \"avg_response\": 1.468503937007874}, {\"nom_7\": \"a0be4f3da\", \"support\": 505, \"avg_response\": 1.4198019801980197}, {\"nom_7\": \"c6dfa929a\", \"support\": 501, \"avg_response\": 1.5209580838323353}, {\"nom_7\": \"eeba65bef\", \"support\": 500, \"avg_response\": 1.532}, {\"nom_7\": \"bb5a78030\", \"support\": 500, \"avg_response\": 1.49}, {\"nom_7\": \"cab0b4ca9\", \"support\": 499, \"avg_response\": 1.4288577154308617}, {\"nom_7\": \"4a0ff1117\", \"support\": 498, \"avg_response\": 1.5140562248995983}, {\"nom_7\": \"a2507f97d\", \"support\": 497, \"avg_response\": 1.448692152917505}, {\"nom_7\": \"7c6d738f8\", \"support\": 496, \"avg_response\": 1.5100806451612903}, {\"nom_7\": \"700924d38\", \"support\": 496, \"avg_response\": 1.471774193548387}, {\"nom_7\": \"eb50b1f32\", \"support\": 496, \"avg_response\": 1.4536290322580645}, {\"nom_7\": \"17d7c7e77\", \"support\": 494, \"avg_response\": 1.4898785425101215}, {\"nom_7\": \"5aed00b2c\", \"support\": 493, \"avg_response\": 1.4908722109533468}, {\"nom_7\": \"a88395028\", \"support\": 492, \"avg_response\": 1.4796747967479675}, {\"nom_7\": \"12e6161c9\", \"support\": 490, \"avg_response\": 1.526530612244898}, {\"nom_7\": \"0378e418b\", \"support\": 490, \"avg_response\": 1.5204081632653061}, {\"nom_7\": \"2d8e816e2\", \"support\": 490, \"avg_response\": 1.4877551020408164}, {\"nom_7\": \"944df579c\", \"support\": 489, \"avg_response\": 1.425357873210634}, {\"nom_7\": \"077a10d72\", \"support\": 487, \"avg_response\": 1.4743326488706365}, {\"nom_7\": \"5fee1e1d2\", \"support\": 487, \"avg_response\": 1.4271047227926077}, {\"nom_7\": \"d863df6ca\", \"support\": 486, \"avg_response\": 1.5246913580246915}, {\"nom_7\": \"4addee130\", \"support\": 486, \"avg_response\": 1.4691358024691359}, {\"nom_7\": \"346c81c8f\", \"support\": 486, \"avg_response\": 1.454732510288066}, {\"nom_7\": \"0e0637b46\", \"support\": 485, \"avg_response\": 1.5278350515463917}, {\"nom_7\": \"3c452e60d\", \"support\": 485, \"avg_response\": 1.4948453608247423}, {\"nom_7\": \"59de9c26a\", \"support\": 484, \"avg_response\": 1.4855371900826446}, {\"nom_7\": \"f6ddab67f\", \"support\": 483, \"avg_response\": 1.5134575569358177}, {\"nom_7\": \"3f0057c9b\", \"support\": 482, \"avg_response\": 1.4232365145228216}, {\"nom_7\": \"22831fffe\", \"support\": 481, \"avg_response\": 1.4948024948024947}, {\"nom_7\": \"4a79709cd\", \"support\": 481, \"avg_response\": 1.4428274428274428}, {\"nom_7\": \"be90beeea\", \"support\": 480, \"avg_response\": 1.4791666666666667}, {\"nom_7\": \"00994f749\", \"support\": 480, \"avg_response\": 1.4541666666666666}, {\"nom_7\": \"3e5f076e2\", \"support\": 479, \"avg_response\": 1.4467640918580376}, {\"nom_7\": \"f037a1bfd\", \"support\": 478, \"avg_response\": 1.4456066945606694}, {\"nom_7\": \"85495b390\", \"support\": 476, \"avg_response\": 1.4978991596638656}, {\"nom_7\": \"b042166d5\", \"support\": 476, \"avg_response\": 1.4726890756302522}, {\"nom_7\": \"a6a36f527\", \"support\": 475, \"avg_response\": 1.4842105263157894}, {\"nom_7\": \"f53ce6da5\", \"support\": 475, \"avg_response\": 1.4821052631578948}, {\"nom_7\": \"d640f9971\", \"support\": 475, \"avg_response\": 1.4210526315789473}, {\"nom_7\": \"e94478990\", \"support\": 474, \"avg_response\": 1.4324894514767932}, {\"nom_7\": \"058d689da\", \"support\": 472, \"avg_response\": 1.4576271186440677}, {\"nom_7\": \"66418d6ec\", \"support\": 472, \"avg_response\": 1.3983050847457628}, {\"nom_7\": \"f16ff4894\", \"support\": 471, \"avg_response\": 1.5477707006369428}, {\"nom_7\": \"386eb705f\", \"support\": 471, \"avg_response\": 1.5222929936305734}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 320.55}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e925f47fd547e860/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e925f47fd547e860/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dacfe19ee514b61b8ccaa228b3ce72603bfd8cfc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e925f47fd547e860/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:55.877570+00:00", + "ended_at": "2026-05-04T07:37:56.205176+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_e925f47fd547e860", + "problem_id": "v2p_c14_c5ef1c21e47395cd", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=ord_0, key_col=nom_7.", + "bindings": { + "key_col": "nom_7", + "measure_col": "ord_0", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=13", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 13, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_e925f47fd547e860.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e925f47fd547e860/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e925f47fd547e860/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e925f47fd547e860/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e584bb831e51f92acd5dfaa73c80e2435c3e0bd0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11801, "bytes_utf8": 11801, "lines": 396, "estimated_tokens": 3776}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 23865, "cached_input_tokens": 19840, "output_tokens": 113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0970830cdd595f1989a4885ff0e8ccc3015b58f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e9489fc132d33baf", + "api_calls": 0, + "input_tokens": 23865, + "cached_input_tokens": 19840, + "output_tokens": 113, + "total_tokens": 23978, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3776, + "estimated_output_tokens": 97, + "estimated_total_tokens": 3873, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13160.66, + "sql_execution_elapsed_ms_total": 316.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_e9489fc132d33baf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9f102285df7d224708da510cb2c0b1f4e94f5700 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:12:37.032284+00:00", + "ended_at": "2026-05-04T07:12:50.194626+00:00", + "elapsed_ms": 13160.66, + "prompt_metrics": { + "chars": 11801, + "bytes_utf8": 11801, + "lines": 396, + "estimated_tokens": 3776 + }, + "stdout_metrics": { + "chars": 711, + "bytes_utf8": 711, + "lines": 4, + "estimated_tokens": 205 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13211 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 386, + "bytes_utf8": 386, + "lines": 1, + "estimated_tokens": 97 + }, + "usage": { + "input_tokens": 23865, + "cached_input_tokens": 19840, + "output_tokens": 113 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dce16747bdde673c62bb33f73b076c2bb475287 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_2.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "bin_2", + "entity_col": "nom_6", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e9fa21a43a9d3f0752e05471dfc5d54e34ab996 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d4-ef29-7d40-b71d-3e40efbc44f6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bin_2\\\", COUNT(DISTINCT \\\"nom_6\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 19;\",\"notes\":\"Used the required template with bound roles group_col=\\\"bin_2\\\" and entity_col=\\\"nom_6\\\", generating a SQLite-compatible single-table SELECT query with quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23865,"cached_input_tokens":19840,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4109c6b02b8941b1a5b1df0965e2547863ae5a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bin_2\", COUNT(DISTINCT \"nom_6\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_2\"\nORDER BY distinct_entities DESC\nLIMIT 19;","notes":"Used the required template with bound roles group_col=\"bin_2\" and entity_col=\"nom_6\", generating a SQLite-compatible single-table SELECT query with quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e85ea555cd315512e505c07fe813a236354ecc70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:12:37.268462Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:12:39.844958Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:12:49.131918Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f093ae957e9655790a3e374b1f4f3277e6fc1207 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_2. +Result preview: [{"bin_2": "1", "distinct_entities": 522}, {"bin_2": "0", "distinct_entities": 522}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..44d195cc26b788feb1d38a0a215bf633e5e91b52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c14_e9489fc132d33baf +-- problem_id: v2p_c14_926c9caea0692e3d +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", COUNT(DISTINCT "nom_6") AS distinct_entities +FROM "c14" +GROUP BY "bin_2" +ORDER BY distinct_entities DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c9d9d460626e8b13540144ea581bd2bada68a389 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bin_2\", COUNT(DISTINCT \"nom_6\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_2\"\nORDER BY distinct_entities DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bin_2\\\", COUNT(DISTINCT \\\"nom_6\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 19;\", \"columns\": [\"bin_2\", \"distinct_entities\"], \"rows\": [{\"bin_2\": \"1\", \"distinct_entities\": 522}, {\"bin_2\": \"0\", \"distinct_entities\": 522}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 316.51}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bcafd9090b832a97786cf5a16b187740d76162bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:12:36.974920+00:00", + "ended_at": "2026-05-04T07:12:50.548360+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_e9489fc132d33baf", + "problem_id": "v2p_c14_926c9caea0692e3d", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_2.", + "bindings": { + "group_col": "bin_2", + "entity_col": "nom_6", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_e9489fc132d33baf.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e9489fc132d33baf", + "api_calls": 0, + "input_tokens": 23865, + "cached_input_tokens": 19840, + "output_tokens": 113, + "total_tokens": 23978, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3776, + "estimated_output_tokens": 97, + "estimated_total_tokens": 3873, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13160.66, + "sql_execution_elapsed_ms_total": 316.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_e9489fc132d33baf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a1ebd1561c56548432cb1d06f015ec3c0c7097a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e9489fc132d33baf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:12:50.214817+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13160.66, "started_at": "2026-05-04T07:12:37.032284+00:00", "ended_at": "2026-05-04T07:12:50.194626+00:00", "prompt_metrics": {"chars": 11801, "bytes_utf8": 11801, "lines": 396, "estimated_tokens": 3776}, "response_metrics": {"chars": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 23865, "cached_input_tokens": 19840, "output_tokens": 113}, "stderr_preview": "2026-05-04T07:12:37.268462Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:12:39.844958Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=nom_4.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "nom_4", + "predicate_col": "ord_1", + "predicate_op": "=", + "predicate_value": "Novice", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e95c16f09a182e2d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e95c16f09a182e2d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..82ad2f697fa9008f46a227f310cf0eb49478fb9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e95c16f09a182e2d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d2-23a5-71c2-bf09-642b352e385e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"nom_4\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_1\\\" = 'Novice'\\nGROUP BY \\\"nom_4\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"nom_4\\\", predicate_col=\\\"ord_1\\\", predicate_value='Novice', top_k=18.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23887,"cached_input_tokens":23424,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e95c16f09a182e2d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e95c16f09a182e2d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c92b2b032591ac9166b0635bb63eb362285f1a55 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e95c16f09a182e2d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"nom_4\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_1\" = 'Novice'\nGROUP BY \"nom_4\"\nORDER BY support DESC\nLIMIT 18;","notes":"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\"nom_4\", predicate_col=\"ord_1\", predicate_value='Novice', top_k=18."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e95c16f09a182e2d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e95c16f09a182e2d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..458fe32be9f4d6427c2abe91a9ed6056dedb929b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e95c16f09a182e2d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:09:34.096511Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:09:36.464745Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:09:43.473707Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e95c16f09a182e2d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e95c16f09a182e2d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae5ad3f63de764dc796826ff4b979ab4bd56c90f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e95c16f09a182e2d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=nom_4. +Result preview: [{"nom_4": "Oboe", "support": 38976}, {"nom_4": "Piano", "support": 35655}, {"nom_4": "Bassoon", "support": 28970}, {"nom_4": "Theremin", "support": 22982}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e95c16f09a182e2d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e95c16f09a182e2d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dc9c7b6b32c47628bff5d52dfd00615f808b6643 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e95c16f09a182e2d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_e95c16f09a182e2d +-- problem_id: v2p_c14_4e972e0dd354f338 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_4", COUNT(*) AS support +FROM "c14" +WHERE "ord_1" = 'Novice' +GROUP BY "nom_4" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e95c16f09a182e2d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e95c16f09a182e2d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6226227c973da0fea7d5eb9fa46df1119fa76629 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e95c16f09a182e2d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"nom_4\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_1\" = 'Novice'\nGROUP BY \"nom_4\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"nom_4\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_1\\\" = 'Novice'\\nGROUP BY \\\"nom_4\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"nom_4\", \"support\"], \"rows\": [{\"nom_4\": \"Oboe\", \"support\": 38976}, {\"nom_4\": \"Piano\", \"support\": 35655}, {\"nom_4\": \"Bassoon\", \"support\": 28970}, {\"nom_4\": \"Theremin\", \"support\": 22982}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 161.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e95c16f09a182e2d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e95c16f09a182e2d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2600efe35948fe8e25860468267173bc36c105e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e95c16f09a182e2d/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:09:33.790091+00:00", + "ended_at": "2026-05-04T07:09:44.386790+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_e95c16f09a182e2d", + "problem_id": "v2p_c14_4e972e0dd354f338", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=nom_4.", + "bindings": { + "group_col": "nom_4", + "predicate_col": "ord_1", + "predicate_op": "=", + "predicate_value": "Novice", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=63" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_e95c16f09a182e2d.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e95c16f09a182e2d", + "api_calls": 0, + "input_tokens": 23887, + "cached_input_tokens": 23424, + "output_tokens": 120, + "total_tokens": 24007, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3798, + "estimated_output_tokens": 105, + "estimated_total_tokens": 3903, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10346.73, + "sql_execution_elapsed_ms_total": 161.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_e95c16f09a182e2d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e95c16f09a182e2d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e95c16f09a182e2d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d9af629fa7add238d3f8c5e8d9356abf0a321cf6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_e95c16f09a182e2d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:09:44.207147+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10346.73, "started_at": "2026-05-04T07:09:33.841549+00:00", "ended_at": "2026-05-04T07:09:44.188238+00:00", "prompt_metrics": {"chars": 11875, "bytes_utf8": 11875, "lines": 398, "estimated_tokens": 3798}, "response_metrics": {"chars": 368, "bytes_utf8": 368, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 23887, "cached_input_tokens": 23424, "output_tokens": 120}, "stderr_preview": "2026-05-04T07:09:34.096511Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:09:36.464745Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ebc2f4109709ce00/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ebc2f4109709ce00/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8eef14f908ac00db38947a4116bf169afecce94a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ebc2f4109709ce00/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_ebc2f4109709ce00\n-- problem_id: v2p_c14_8d7dea800d808c53\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ord_4\",\n COUNT(*) AS support,\n AVG(\"ord_0\") AS avg_response\nFROM \"c14\"\nGROUP BY \"ord_4\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_ebc2f4109709ce00\\n-- problem_id: v2p_c14_8d7dea800d808c53\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ord_4\\\",\\n COUNT(*) AS support,\\n AVG(\\\"ord_0\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ord_4\", \"support\", \"avg_response\"], \"rows\": [{\"ord_4\": \"L\", \"support\": 19066, \"avg_response\": 1.4803314801216825}, {\"ord_4\": \"G\", \"support\": 18899, \"avg_response\": 1.4783321868881951}, {\"ord_4\": \"S\", \"support\": 18875, \"avg_response\": 1.4840264900662252}, {\"ord_4\": \"A\", \"support\": 18258, \"avg_response\": 1.482747288859678}, {\"ord_4\": \"R\", \"support\": 16927, \"avg_response\": 1.4714952442842795}, {\"ord_4\": \"Q\", \"support\": 15925, \"avg_response\": 1.4794976452119308}, {\"ord_4\": \"K\", \"support\": 14698, \"avg_response\": 1.486052524152946}, {\"ord_4\": \"I\", \"support\": 14644, \"avg_response\": 1.47848948374761}, {\"ord_4\": \"Z\", \"support\": 14232, \"avg_response\": 1.4770236087689714}, {\"ord_4\": \"T\", \"support\": 14220, \"avg_response\": 1.480028129395218}, {\"ord_4\": \"V\", \"support\": 14143, \"avg_response\": 1.480732517853355}, {\"ord_4\": \"J\", \"support\": 12878, \"avg_response\": 1.4718900450380494}, {\"ord_4\": \"P\", \"support\": 12839, \"avg_response\": 1.4802554716099385}, {\"ord_4\": \"U\", \"support\": 12775, \"avg_response\": 1.4856360078277886}, {\"ord_4\": \"H\", \"support\": 12743, \"avg_response\": 1.4795574040649768}, {\"ord_4\": \"F\", \"support\": 11717, \"avg_response\": 1.4772552701203379}, {\"ord_4\": \"E\", \"support\": 11303, \"avg_response\": 1.484384676634522}, {\"ord_4\": \"W\", \"support\": 9197, \"avg_response\": 1.466238990975318}, {\"ord_4\": \"Y\", \"support\": 8490, \"avg_response\": 1.480565371024735}, {\"ord_4\": \"X\", \"support\": 6292, \"avg_response\": 1.486808645899555}, {\"ord_4\": \"B\", \"support\": 6169, \"avg_response\": 1.4731723131787973}, {\"ord_4\": \"O\", \"support\": 5836, \"avg_response\": 1.4809801233721727}, {\"ord_4\": \"D\", \"support\": 3974, \"avg_response\": 1.4776044287871162}, {\"ord_4\": \"C\", \"support\": 3575, \"avg_response\": 1.4827972027972027}, {\"ord_4\": \"N\", \"support\": 2166, \"avg_response\": 1.4843028624192058}, {\"ord_4\": \"M\", \"support\": 159, \"avg_response\": 1.5345911949685536}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 269.15}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ebc2f4109709ce00/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ebc2f4109709ce00/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b02e68dc93da1f88f93a31d4a3c4895f00b209ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ebc2f4109709ce00/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:38:00.103955+00:00", + "ended_at": "2026-05-04T07:38:00.377985+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ebc2f4109709ce00", + "problem_id": "v2p_c14_8d7dea800d808c53", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=ord_0, key_col=ord_4.", + "bindings": { + "key_col": "ord_4", + "measure_col": "ord_0", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=25", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 25, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_ebc2f4109709ce00.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ebc2f4109709ce00/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ebc2f4109709ce00/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ebc2f4109709ce00/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5233f557ae95c0093918db455a5906f03975aa0c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11967, "bytes_utf8": 11967, "lines": 398, "estimated_tokens": 3825}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 183}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dcbce718ca204f104a485ac686862defc7023a1f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ed8b7247c1842e9e", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 183, + "total_tokens": 24097, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 136, + "estimated_total_tokens": 3961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13488.52, + "sql_execution_elapsed_ms_total": 479.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_ed8b7247c1842e9e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..089aa904ab868cf14ecf5cb2aac90dc53ea34345 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:14:10.131371+00:00", + "ended_at": "2026-05-04T07:14:23.622609+00:00", + "elapsed_ms": 13488.52, + "prompt_metrics": { + "chars": 11967, + "bytes_utf8": 11967, + "lines": 398, + "estimated_tokens": 3825 + }, + "stdout_metrics": { + "chars": 835, + "bytes_utf8": 835, + "lines": 4, + "estimated_tokens": 257 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13186 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 491, + "bytes_utf8": 491, + "lines": 1, + "estimated_tokens": 136 + }, + "usage": { + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 183 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27990b680df75d9aa4be1e59eacb7368fccb33b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=ord_2, measure_col=id.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "ord_2", + "measure_col": "id", + "entity_col": "nom_8", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c83409fc47be16656b107b85d7834633aa98c8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d6-5afa-7f83-aad9-8cd2aeca2228"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"ord_2\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_measure,\\n COUNT(DISTINCT \\\"nom_8\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the provided template and bound roles exactly: group_col=\\\"ord_2\\\", measure_col=\\\"id\\\", entity_col=\\\"nom_8\\\", top_k=14. \\\"id\\\" is stored as TEXT in the schema, so AVG(\\\"id\\\") relies on SQLite numeric coercion.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":22912,"output_tokens":183}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..103b3fc5acfb893d05b61620c0bae1b0f7e3dd8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"ord_2\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_measure,\n COUNT(DISTINCT \"nom_8\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"ord_2\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the provided template and bound roles exactly: group_col=\"ord_2\", measure_col=\"id\", entity_col=\"nom_8\", top_k=14. \"id\" is stored as TEXT in the schema, so AVG(\"id\") relies on SQLite numeric coercion."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b442c8e520442b7bffae81e2096120caacafb84a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:14:10.395411Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:14:13.548699Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:14:22.542297Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..18a5387d0fe08ea41952e2a756131984ac5beeb5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=ord_2, measure_col=id. +Result preview: [{"ord_2": "Freezing", "support": 99816, "avg_measure": 150409.57199246614, "distinct_entities": 2204}, {"ord_2": "Lava Hot", "support": 63908, "avg_measure": 149502.45164924578, "distinct_entities": 2187}, {"ord_2": "Boiling Hot", "support": 60627, "avg_measure": 149917.15615154963, "distinct_entities": 2185}, {"ord_2": "Cold", "support": 33768, "avg_measure": 150228.06002724473, "distinct_entities": 2150}, {"ord_2": "Hot", "support": 22227, "avg_measure": 149580.36140729743, "distinct_entities": 2126}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..01b9ae59c19ef1308809458c0879af75f627726d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_ed8b7247c1842e9e +-- problem_id: v2p_c14_ba5ff5ad79a1ce15 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", + COUNT(*) AS support, + AVG("id") AS avg_measure, + COUNT(DISTINCT "nom_8") AS distinct_entities +FROM "c14" +GROUP BY "ord_2" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6eb54d800fad752de282cc4f4593f1411fdb20cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"ord_2\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_measure,\n COUNT(DISTINCT \"nom_8\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"ord_2\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"ord_2\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_measure,\\n COUNT(DISTINCT \\\"nom_8\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"ord_2\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"ord_2\": \"Freezing\", \"support\": 99816, \"avg_measure\": 150409.57199246614, \"distinct_entities\": 2204}, {\"ord_2\": \"Lava Hot\", \"support\": 63908, \"avg_measure\": 149502.45164924578, \"distinct_entities\": 2187}, {\"ord_2\": \"Boiling Hot\", \"support\": 60627, \"avg_measure\": 149917.15615154963, \"distinct_entities\": 2185}, {\"ord_2\": \"Cold\", \"support\": 33768, \"avg_measure\": 150228.06002724473, \"distinct_entities\": 2150}, {\"ord_2\": \"Hot\", \"support\": 22227, \"avg_measure\": 149580.36140729743, \"distinct_entities\": 2126}, {\"ord_2\": \"Warm\", \"support\": 19654, \"avg_measure\": 149868.4355347512, \"distinct_entities\": 2101}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 479.26}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6d1d27e5ecdc76171f9731ea97fe76a01e8c0e87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:14:10.080015+00:00", + "ended_at": "2026-05-04T07:14:24.139151+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ed8b7247c1842e9e", + "problem_id": "v2p_c14_ba5ff5ad79a1ce15", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=ord_2, measure_col=id.", + "bindings": { + "group_col": "ord_2", + "measure_col": "id", + "entity_col": "nom_8", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_ed8b7247c1842e9e.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ed8b7247c1842e9e", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 183, + "total_tokens": 24097, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 136, + "estimated_total_tokens": 3961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13488.52, + "sql_execution_elapsed_ms_total": 479.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_ed8b7247c1842e9e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb250173b3b39cd45a13a87b515a60f91d8fc931 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ed8b7247c1842e9e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:14:23.642094+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13488.52, "started_at": "2026-05-04T07:14:10.131371+00:00", "ended_at": "2026-05-04T07:14:23.622609+00:00", "prompt_metrics": {"chars": 11967, "bytes_utf8": 11967, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 183}, "stderr_preview": "2026-05-04T07:14:10.395411Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:14:13.548699Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee038e1f80efae48/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee038e1f80efae48/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fe5acf0a0dcdf1c2e84dc060aa0b68a93edaeb4b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee038e1f80efae48/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_ee038e1f80efae48\n-- problem_id: v2p_c14_73ec974f929d50ac\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_8\",\n COUNT(*) AS support,\n AVG(\"ord_0\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_8\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_ee038e1f80efae48\\n-- problem_id: v2p_c14_73ec974f929d50ac\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_8\\\",\\n COUNT(*) AS support,\\n AVG(\\\"ord_0\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_8\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_8\", \"support\", \"avg_response\"], \"rows\": [{\"nom_8\": \"c720f85ca\", \"support\": 299, \"avg_response\": 1.4214046822742474}, {\"nom_8\": \"9ff6898e5\", \"support\": 294, \"avg_response\": 1.4387755102040816}, {\"nom_8\": \"3cec7c3f5\", \"support\": 292, \"avg_response\": 1.3869863013698631}, {\"nom_8\": \"d69adef8b\", \"support\": 288, \"avg_response\": 1.4479166666666667}, {\"nom_8\": \"fdcd0dada\", \"support\": 287, \"avg_response\": 1.4878048780487805}, {\"nom_8\": \"bb2c599dd\", \"support\": 287, \"avg_response\": 1.4634146341463414}, {\"nom_8\": \"17ba84114\", \"support\": 287, \"avg_response\": 1.4181184668989546}, {\"nom_8\": \"db3352558\", \"support\": 286, \"avg_response\": 1.493006993006993}, {\"nom_8\": \"beacd1432\", \"support\": 286, \"avg_response\": 1.486013986013986}, {\"nom_8\": \"5013e2094\", \"support\": 286, \"avg_response\": 1.4545454545454546}, {\"nom_8\": \"0bda6bd36\", \"support\": 285, \"avg_response\": 1.5052631578947369}, {\"nom_8\": \"9b6150ff9\", \"support\": 285, \"avg_response\": 1.4771929824561403}, {\"nom_8\": \"b7f127f12\", \"support\": 285, \"avg_response\": 1.4771929824561403}, {\"nom_8\": \"6f08eb834\", \"support\": 285, \"avg_response\": 1.4736842105263157}, {\"nom_8\": \"d1316ead6\", \"support\": 284, \"avg_response\": 1.4295774647887325}, {\"nom_8\": \"0ec45f250\", \"support\": 283, \"avg_response\": 1.5795053003533568}, {\"nom_8\": \"6091ae118\", \"support\": 282, \"avg_response\": 1.50354609929078}, {\"nom_8\": \"f0c4b003b\", \"support\": 282, \"avg_response\": 1.49645390070922}, {\"nom_8\": \"0f3836e8e\", \"support\": 281, \"avg_response\": 1.5266903914590748}, {\"nom_8\": \"9c093c194\", \"support\": 281, \"avg_response\": 1.480427046263345}, {\"nom_8\": \"3915fff41\", \"support\": 280, \"avg_response\": 1.582142857142857}, {\"nom_8\": \"cf61d0c57\", \"support\": 280, \"avg_response\": 1.5535714285714286}, {\"nom_8\": \"d9e105c14\", \"support\": 280, \"avg_response\": 1.4928571428571429}, {\"nom_8\": \"f4e2b7052\", \"support\": 279, \"avg_response\": 1.4659498207885304}, {\"nom_8\": \"01dfa4ee9\", \"support\": 279, \"avg_response\": 1.4623655913978495}, {\"nom_8\": \"5ab5c0eaa\", \"support\": 278, \"avg_response\": 1.5071942446043165}, {\"nom_8\": \"053b5acae\", \"support\": 278, \"avg_response\": 1.4964028776978417}, {\"nom_8\": \"de9c9f684\", \"support\": 278, \"avg_response\": 1.474820143884892}, {\"nom_8\": \"c72b78ad7\", \"support\": 278, \"avg_response\": 1.4532374100719425}, {\"nom_8\": \"a4ba24658\", \"support\": 278, \"avg_response\": 1.39568345323741}, {\"nom_8\": \"e33c9683a\", \"support\": 277, \"avg_response\": 1.55956678700361}, {\"nom_8\": \"5213ff772\", \"support\": 277, \"avg_response\": 1.4873646209386282}, {\"nom_8\": \"1abfd700c\", \"support\": 277, \"avg_response\": 1.447653429602888}, {\"nom_8\": \"f7234f3a4\", \"support\": 276, \"avg_response\": 1.5036231884057971}, {\"nom_8\": \"a666f7dc4\", \"support\": 276, \"avg_response\": 1.4710144927536233}, {\"nom_8\": \"edfc6cc92\", \"support\": 276, \"avg_response\": 1.4275362318840579}, {\"nom_8\": \"8a9cb6fd2\", \"support\": 275, \"avg_response\": 1.5127272727272727}, {\"nom_8\": \"8a2663908\", \"support\": 275, \"avg_response\": 1.4872727272727273}, {\"nom_8\": \"5fc70d251\", \"support\": 275, \"avg_response\": 1.4654545454545456}, {\"nom_8\": \"dab3adf54\", \"support\": 274, \"avg_response\": 1.5364963503649636}, {\"nom_8\": \"4d70170c4\", \"support\": 274, \"avg_response\": 1.4927007299270072}, {\"nom_8\": \"afbb3506a\", \"support\": 274, \"avg_response\": 1.4708029197080292}, {\"nom_8\": \"63572f4db\", \"support\": 274, \"avg_response\": 1.397810218978102}, {\"nom_8\": \"c9180665d\", \"support\": 273, \"avg_response\": 1.47985347985348}, {\"nom_8\": \"4bbe95f85\", \"support\": 273, \"avg_response\": 1.4725274725274726}, {\"nom_8\": \"9ed47e9be\", \"support\": 273, \"avg_response\": 1.4322344322344323}, {\"nom_8\": \"e9e0e972d\", \"support\": 273, \"avg_response\": 1.4285714285714286}, {\"nom_8\": \"c389000ab\", \"support\": 271, \"avg_response\": 1.5313653136531364}, {\"nom_8\": \"2c15d0173\", \"support\": 271, \"avg_response\": 1.5202952029520296}, {\"nom_8\": \"1484cacf0\", \"support\": 270, \"avg_response\": 1.5555555555555556}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 312.0}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee038e1f80efae48/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee038e1f80efae48/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5c2c686d1f8b422f2c20b3ffa31f42820c1e9874 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee038e1f80efae48/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:57.236772+00:00", + "ended_at": "2026-05-04T07:37:57.556187+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ee038e1f80efae48", + "problem_id": "v2p_c14_73ec974f929d50ac", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=ord_0, key_col=nom_8.", + "bindings": { + "key_col": "nom_8", + "measure_col": "ord_0", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=17", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 17, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_ee038e1f80efae48.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee038e1f80efae48/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee038e1f80efae48/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee038e1f80efae48/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9f381483414a6caac6cc5201b7b34e405d0d25ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11978, "bytes_utf8": 11978, "lines": 399, "estimated_tokens": 3848}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 23939, "cached_input_tokens": 3456, "output_tokens": 132}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f6a9ce7bdf3a81abcdab0d66b9f13d2eb9de1ebd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ee4693bff0137f6a", + "api_calls": 0, + "input_tokens": 23939, + "cached_input_tokens": 3456, + "output_tokens": 132, + "total_tokens": 24071, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3848, + "estimated_output_tokens": 116, + "estimated_total_tokens": 3964, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10802.97, + "sql_execution_elapsed_ms_total": 466.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_ee4693bff0137f6a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..04a490b32aea364508181eafacfc105b30aab143 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:53:03.456999+00:00", + "ended_at": "2026-05-04T06:53:14.259823+00:00", + "elapsed_ms": 10802.97, + "prompt_metrics": { + "chars": 11978, + "bytes_utf8": 11978, + "lines": 399, + "estimated_tokens": 3848 + }, + "stdout_metrics": { + "chars": 756, + "bytes_utf8": 756, + "lines": 4, + "estimated_tokens": 230 + }, + "stderr_metrics": { + "chars": 23546, + "bytes_utf8": 23546, + "lines": 58, + "estimated_tokens": 13376 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 420, + "bytes_utf8": 420, + "lines": 1, + "estimated_tokens": 116 + }, + "usage": { + "input_tokens": 23939, + "cached_input_tokens": 3456, + "output_tokens": 132 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..79aaee2e72033f96327a1ed3a85a7cd9a44076ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_0, group_col_2=day, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_0", + "group_col_2": "day", + "target_col": "target", + "target_value": "0", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e7de342037939cf6278037335f1acbc4493a6c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c3-06fe-7040-88f4-8274473d5c66"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_0\\\", \\\"day\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\", \\\"day\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=\\\"bin_0\\\", group_col_2=\\\"day\\\", and target_col=\\\"target\\\". Identifier quoting is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23939,"cached_input_tokens":3456,"output_tokens":132}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d6823c286d26d55ab5562a037d660e896306696 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_0\", \"day\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_0\", \"day\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=\"bin_0\", group_col_2=\"day\", and target_col=\"target\". Identifier quoting is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..99f5d0b6a9b91661062970c687e026c032ca8871 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,58 @@ +2026-05-04T06:53:03.668159Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:53:06.124942Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:53:08.693278Z ERROR rmcp::transport::worker: worker quit with fatal: Transport channel closed, when Client(Reqwest(reqwest::Error { kind: Request, url: "https://chatgpt.com/backend-api/wham/apps", source: hyper_util::client::legacy::Error(Connect, Custom { kind: UnexpectedEof, error: "unexpected EOF during handshake" }) })) +2026-05-04T06:53:13.349297Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d950a329297c501c3e73314eefb005139ee3cd57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_0, group_col_2=day, target_col=target. +Result preview: [{"bin_0": "0", "day": "4", "target_rate": 0.7488515850961266}, {"bin_0": "1", "day": "4", "target_rate": 0.7410990712074303}, {"bin_0": "0", "day": "5", "target_rate": 0.7277513805059715}, {"bin_0": "1", "day": "5", "target_rate": 0.7207410754631721}, {"bin_0": "0", "day": "3", "target_rate": 0.7200713370502476}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c9e926d6c73a6e17a8ced11a67925a8efd48e4c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_ee4693bff0137f6a +-- problem_id: v2p_c14_77c76ae83f48f67f +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "day", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_0", "day" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c76a86cf59900ac3f4c6238bc4cf50874456c51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_0\", \"day\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_0\", \"day\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_0\\\", \\\"day\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\", \\\"day\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"bin_0\", \"day\", \"target_rate\"], \"rows\": [{\"bin_0\": \"0\", \"day\": \"4\", \"target_rate\": 0.7488515850961266}, {\"bin_0\": \"1\", \"day\": \"4\", \"target_rate\": 0.7410990712074303}, {\"bin_0\": \"0\", \"day\": \"5\", \"target_rate\": 0.7277513805059715}, {\"bin_0\": \"1\", \"day\": \"5\", \"target_rate\": 0.7207410754631721}, {\"bin_0\": \"0\", \"day\": \"3\", \"target_rate\": 0.7200713370502476}, {\"bin_0\": \"1\", \"day\": \"3\", \"target_rate\": 0.709868650470766}, {\"bin_0\": \"0\", \"day\": \"6\", \"target_rate\": 0.6879699248120301}, {\"bin_0\": \"1\", \"day\": \"2\", \"target_rate\": 0.6805260924904539}, {\"bin_0\": \"0\", \"day\": \"2\", \"target_rate\": 0.6775779431935519}, {\"bin_0\": \"1\", \"day\": \"1\", \"target_rate\": 0.664017083877091}, {\"bin_0\": \"0\", \"day\": \"1\", \"target_rate\": 0.6638678361577109}, {\"bin_0\": \"1\", \"day\": \"7\", \"target_rate\": 0.6615456238361266}, {\"bin_0\": \"0\", \"day\": \"7\", \"target_rate\": 0.65943314206225}, {\"bin_0\": \"1\", \"day\": \"6\", \"target_rate\": 0.5526315789473685}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 466.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..060c2a4ac6f0cdd677a06b21c4875152876397b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:53:03.399903+00:00", + "ended_at": "2026-05-04T06:53:14.753113+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ee4693bff0137f6a", + "problem_id": "v2p_c14_77c76ae83f48f67f", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_0, group_col_2=day, target_col=target.", + "bindings": { + "group_col": "bin_0", + "group_col_2": "day", + "target_col": "target", + "target_value": "0", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_ee4693bff0137f6a.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ee4693bff0137f6a", + "api_calls": 0, + "input_tokens": 23939, + "cached_input_tokens": 3456, + "output_tokens": 132, + "total_tokens": 24071, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3848, + "estimated_output_tokens": 116, + "estimated_total_tokens": 3964, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10802.97, + "sql_execution_elapsed_ms_total": 466.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_ee4693bff0137f6a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..75b4f8b097425edc3bf4a83a6d3f154263901ec9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee4693bff0137f6a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:53:14.279152+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10802.97, "started_at": "2026-05-04T06:53:03.456999+00:00", "ended_at": "2026-05-04T06:53:14.259823+00:00", "prompt_metrics": {"chars": 11978, "bytes_utf8": 11978, "lines": 399, "estimated_tokens": 3848}, "response_metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 23939, "cached_input_tokens": 3456, "output_tokens": 132}, "stderr_preview": "2026-05-04T06:53:03.668159Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:53:06.124942Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_1, group_col_2=nom_0, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_1", + "group_col_2": "nom_0", + "target_col": "target", + "target_value": "0", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee50101412b993f3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee50101412b993f3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a5eae4ad0507395424f04e58b59dfb2cbe349f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee50101412b993f3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c5-77b9-7803-b349-f3a0c89251f6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_1\\\", \\\"nom_0\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\", \\\"nom_0\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"bin_1\\\", group_col_2=\\\"nom_0\\\", target_col=\\\"target\\\", target_value='0'. Query is SQLite-compatible and uses only the single provided table.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23944,"cached_input_tokens":19840,"output_tokens":152}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee50101412b993f3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee50101412b993f3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de0ee078c9cd6b90f31157072295d320442d0b51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee50101412b993f3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_1\", \"nom_0\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_1\", \"nom_0\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"bin_1\", group_col_2=\"nom_0\", target_col=\"target\", target_value='0'. Query is SQLite-compatible and uses only the single provided table."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee50101412b993f3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee50101412b993f3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..092d4f1bedb4e1ab1005a4670022216b4b1356de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee50101412b993f3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:55:43.595554Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:55:46.196618Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:55:54.207918Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee50101412b993f3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee50101412b993f3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..21daffef6efee02830caf7392f706a1f6a65c54b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee50101412b993f3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_1, group_col_2=nom_0, target_col=target. +Result preview: [{"bin_1": "1", "nom_0": "Blue", "target_rate": 0.8184164885249869}, {"bin_1": "1", "nom_0": "Green", "target_rate": 0.745102260495156}, {"bin_1": "0", "nom_0": "Blue", "target_rate": 0.7372956159892396}, {"bin_1": "1", "nom_0": "Red", "target_rate": 0.7260343600691268}, {"bin_1": "0", "nom_0": "Green", "target_rate": 0.6480817497310865}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee50101412b993f3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee50101412b993f3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..830f81b3fce0f260a7dabb19182140d3a53f0468 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee50101412b993f3/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_ee50101412b993f3 +-- problem_id: v2p_c14_ee5c558014f5dafc +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", "nom_0", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_1", "nom_0" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee50101412b993f3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee50101412b993f3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7c0ba84699f2fd055d5e75a89742a0bff14ac44 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee50101412b993f3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_1\", \"nom_0\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_1\", \"nom_0\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_1\\\", \\\"nom_0\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\", \\\"nom_0\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bin_1\", \"nom_0\", \"target_rate\"], \"rows\": [{\"bin_1\": \"1\", \"nom_0\": \"Blue\", \"target_rate\": 0.8184164885249869}, {\"bin_1\": \"1\", \"nom_0\": \"Green\", \"target_rate\": 0.745102260495156}, {\"bin_1\": \"0\", \"nom_0\": \"Blue\", \"target_rate\": 0.7372956159892396}, {\"bin_1\": \"1\", \"nom_0\": \"Red\", \"target_rate\": 0.7260343600691268}, {\"bin_1\": \"0\", \"nom_0\": \"Green\", \"target_rate\": 0.6480817497310865}, {\"bin_1\": \"0\", \"nom_0\": \"Red\", \"target_rate\": 0.6222566395043911}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 464.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee50101412b993f3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee50101412b993f3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..53bb3929abe45de6e7245c2309d426c037f1e95c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee50101412b993f3/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:55:43.352764+00:00", + "ended_at": "2026-05-04T06:55:55.363079+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ee50101412b993f3", + "problem_id": "v2p_c14_ee5c558014f5dafc", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_1, group_col_2=nom_0, target_col=target.", + "bindings": { + "group_col": "bin_1", + "group_col_2": "nom_0", + "target_col": "target", + "target_value": "0", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=20" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_ee50101412b993f3.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ee50101412b993f3", + "api_calls": 0, + "input_tokens": 23944, + "cached_input_tokens": 19840, + "output_tokens": 152, + "total_tokens": 24096, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3853, + "estimated_output_tokens": 136, + "estimated_total_tokens": 3989, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11452.81, + "sql_execution_elapsed_ms_total": 464.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_ee50101412b993f3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee50101412b993f3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee50101412b993f3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6b7785bd74040961504b091004e8e02e6d63899 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ee50101412b993f3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:55:54.889394+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11452.81, "started_at": "2026-05-04T06:55:43.417274+00:00", "ended_at": "2026-05-04T06:55:54.869498+00:00", "prompt_metrics": {"chars": 11987, "bytes_utf8": 11987, "lines": 399, "estimated_tokens": 3853}, "response_metrics": {"chars": 476, "bytes_utf8": 476, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 23944, "cached_input_tokens": 19840, "output_tokens": 152}, "stderr_preview": "2026-05-04T06:55:43.595554Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:55:46.196618Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_1, measure_col=ord_0.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ord_1", + "measure_col": "ord_0", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2ab769e80966707/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2ab769e80966707/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ede3375c550b9fa53260c1ae5f1af0ed8fabaac3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2ab769e80966707/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e8-93aa-7b83-b9fd-c559b17be995"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point.\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_1\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_1\\\"\\n ORDER BY CAST(\\\"ord_0\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_1\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_1\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"ord_1\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"ord_1\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 95th percentile within each \\\"ord_1\\\" group, casting \\\"ord_0\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23881,"cached_input_tokens":22912,"output_tokens":440}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2ab769e80966707/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2ab769e80966707/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b22c81803c56b08ea21f0c20b2e7a902e487a1dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2ab769e80966707/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point.\nWITH \"ranked\" AS (\n SELECT\n \"ord_1\",\n CAST(\"ord_0\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_1\"\n ORDER BY CAST(\"ord_0\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_1\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_1\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"ord_1\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"ord_1\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 95th percentile within each \"ord_1\" group, casting \"ord_0\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2ab769e80966707/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2ab769e80966707/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d787167da1fbf88f0de0f08e0de109cce23c75c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2ab769e80966707/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:34:04.525687Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:34:07.152930Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:34:20.112353Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2ab769e80966707/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2ab769e80966707/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2e88e44fe91e520157b1718c12d66ff6255e6d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2ab769e80966707/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_1, measure_col=ord_0. +Result preview: [{"ord_1": "Contributor", "percentile_measure": 3.0}, {"ord_1": "Expert", "percentile_measure": 3.0}, {"ord_1": "Grandmaster", "percentile_measure": 3.0}, {"ord_1": "Master", "percentile_measure": 3.0}, {"ord_1": "Novice", "percentile_measure": 3.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2ab769e80966707/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2ab769e80966707/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5765359c5ebd2d29124166e867898ee0c582d9eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2ab769e80966707/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_f2ab769e80966707 +-- problem_id: v2p_c14_7139916e55f78a25 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_1", + CAST("ord_0" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_1" + ORDER BY CAST("ord_0" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_1" + ) AS "cnt" + FROM "c14" + WHERE "ord_1" IS NOT NULL + AND "ord_0" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "ord_1", + "measure_value" + FROM "ranked" + WHERE "rn" = CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + "ord_1", + "measure_value" AS "percentile_measure" +FROM "percentile_pick" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2ab769e80966707/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2ab769e80966707/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8da8485252cdac4336a8eed1fdceb011db4b5566 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2ab769e80966707/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point.\nWITH \"ranked\" AS (\n SELECT\n \"ord_1\",\n CAST(\"ord_0\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_1\"\n ORDER BY CAST(\"ord_0\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_1\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_1\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"ord_1\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"ord_1\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point.\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_1\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_1\\\"\\n ORDER BY CAST(\\\"ord_0\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_1\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_1\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"ord_1\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"ord_1\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"ord_1\", \"percentile_measure\"], \"rows\": [{\"ord_1\": \"Contributor\", \"percentile_measure\": 3.0}, {\"ord_1\": \"Expert\", \"percentile_measure\": 3.0}, {\"ord_1\": \"Grandmaster\", \"percentile_measure\": 3.0}, {\"ord_1\": \"Master\", \"percentile_measure\": 3.0}, {\"ord_1\": \"Novice\", \"percentile_measure\": 3.0}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1481.92}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2ab769e80966707/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2ab769e80966707/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6cdfae192736fea69968a94138633abf456aba9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2ab769e80966707/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:34:04.251771+00:00", + "ended_at": "2026-05-04T07:34:22.319852+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_f2ab769e80966707", + "problem_id": "v2p_c14_7139916e55f78a25", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_1, measure_col=ord_0.", + "bindings": { + "group_col": "ord_1", + "measure_col": "ord_0", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=137" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_f2ab769e80966707.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f2ab769e80966707", + "api_calls": 0, + "input_tokens": 23881, + "cached_input_tokens": 22912, + "output_tokens": 440, + "total_tokens": 24321, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3790, + "estimated_output_tokens": 286, + "estimated_total_tokens": 4076, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16503.95, + "sql_execution_elapsed_ms_total": 1481.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_f2ab769e80966707\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2ab769e80966707/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2ab769e80966707/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1609d530de24ec215e94fc6cac11f099adc3064 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2ab769e80966707/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:34:20.824334+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16503.95, "started_at": "2026-05-04T07:34:04.301017+00:00", "ended_at": "2026-05-04T07:34:20.803529+00:00", "prompt_metrics": {"chars": 11864, "bytes_utf8": 11864, "lines": 396, "estimated_tokens": 3790}, "response_metrics": {"chars": 914, "bytes_utf8": 914, "lines": 1, "estimated_tokens": 286}, "usage": {"input_tokens": 23881, "cached_input_tokens": 22912, "output_tokens": 440}, "stderr_preview": "2026-05-04T07:34:04.525687Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:34:07.152930Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=ord_1, condition_col=target.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ord_1", + "condition_col": "target", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2f43cfdc7c0cfc5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2f43cfdc7c0cfc5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..52db01d82d2a982f838e22ad101f5396c66dfeb9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2f43cfdc7c0cfc5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c7-cc80-7b21-a3ab-ce6c88d4fedd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_1\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"ord_1\\\" and condition_col=\\\"target\\\", using condition_value='0' as bound in the problem instance.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23900,"cached_input_tokens":23424,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2f43cfdc7c0cfc5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2f43cfdc7c0cfc5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..08d7bd38f0a281c93a534350c0df08d2180dd44c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2f43cfdc7c0cfc5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_1\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_1\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"ord_1\" and condition_col=\"target\", using condition_value='0' as bound in the problem instance."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2f43cfdc7c0cfc5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2f43cfdc7c0cfc5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cef6797e26852af8018e27682ccb02d9c27c2a71 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2f43cfdc7c0cfc5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:58:16.491707Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:58:18.927929Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:58:26.381335Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2f43cfdc7c0cfc5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2f43cfdc7c0cfc5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7463d49390b3e57117c4b121d7196325ccaa4bc3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2f43cfdc7c0cfc5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=ord_1, condition_col=target. +Result preview: [{"ord_1": "Novice", "condition_rate": 0.7579453797113357}, {"ord_1": "Contributor", "condition_rate": 0.7214667257586713}, {"ord_1": "Expert", "condition_rate": 0.6828246558946739}, {"ord_1": "Master", "condition_rate": 0.6449221117171069}, {"ord_1": "Grandmaster", "condition_rate": 0.5961151004804464}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2f43cfdc7c0cfc5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2f43cfdc7c0cfc5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..34cf5fc41bf8ee077993c660100f86f8b55c9fcb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2f43cfdc7c0cfc5/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_f2f43cfdc7c0cfc5 +-- problem_id: v2p_c14_eb7bd0791a713ffe +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_1", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_1" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2f43cfdc7c0cfc5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2f43cfdc7c0cfc5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c9f9cce249c9a2173a739228bb290def4b3f048 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2f43cfdc7c0cfc5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_1\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_1\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_1\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"ord_1\", \"condition_rate\"], \"rows\": [{\"ord_1\": \"Novice\", \"condition_rate\": 0.7579453797113357}, {\"ord_1\": \"Contributor\", \"condition_rate\": 0.7214667257586713}, {\"ord_1\": \"Expert\", \"condition_rate\": 0.6828246558946739}, {\"ord_1\": \"Master\", \"condition_rate\": 0.6449221117171069}, {\"ord_1\": \"Grandmaster\", \"condition_rate\": 0.5961151004804464}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 291.96}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2f43cfdc7c0cfc5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2f43cfdc7c0cfc5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dd084f5887e433b53d4f0868c0dd0bd68abde47d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2f43cfdc7c0cfc5/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:58:16.122800+00:00", + "ended_at": "2026-05-04T06:58:27.684785+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_f2f43cfdc7c0cfc5", + "problem_id": "v2p_c14_eb7bd0791a713ffe", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=ord_1, condition_col=target.", + "bindings": { + "group_col": "ord_1", + "condition_col": "target", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_f2f43cfdc7c0cfc5.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f2f43cfdc7c0cfc5", + "api_calls": 0, + "input_tokens": 23900, + "cached_input_tokens": 23424, + "output_tokens": 120, + "total_tokens": 24020, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3809, + "estimated_output_tokens": 104, + "estimated_total_tokens": 3913, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11178.98, + "sql_execution_elapsed_ms_total": 291.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_f2f43cfdc7c0cfc5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2f43cfdc7c0cfc5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2f43cfdc7c0cfc5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02a896d2d9ae7ac911dbc7af72c3d153b0d34f36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f2f43cfdc7c0cfc5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:58:27.383873+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11178.98, "started_at": "2026-05-04T06:58:16.185630+00:00", "ended_at": "2026-05-04T06:58:27.364850+00:00", "prompt_metrics": {"chars": 11920, "bytes_utf8": 11920, "lines": 399, "estimated_tokens": 3809}, "response_metrics": {"chars": 391, "bytes_utf8": 391, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 23900, "cached_input_tokens": 23424, "output_tokens": 120}, "stderr_preview": "2026-05-04T06:58:16.491707Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:58:18.927929Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ord_0, group_col_2=ord_1.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "ord_0", + "group_col_2": "ord_1", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f31c6b42c7ddf18b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f31c6b42c7ddf18b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..db2517766275ee1026e315d4f76a9553e0ac3006 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f31c6b42c7ddf18b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e4-1ad2-7da0-a992-6f6a110f1d04"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_0\\\",\\n \\\"ord_1\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\", \\\"ord_1\\\"\\nORDER BY support ASC, \\\"ord_0\\\", \\\"ord_1\\\"\\nLIMIT 10;\",\"notes\":\"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"ord_0\\\" and group_col_2=\\\"ord_1\\\" on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23919,"cached_input_tokens":22912,"output_tokens":135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f31c6b42c7ddf18b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f31c6b42c7ddf18b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3fe8804e91770837b7bf3a2d37e2838daa5dfeb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f31c6b42c7ddf18b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_0\",\n \"ord_1\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"ord_0\", \"ord_1\"\nORDER BY support ASC, \"ord_0\", \"ord_1\"\nLIMIT 10;","notes":"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=\"ord_0\" and group_col_2=\"ord_1\" on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f31c6b42c7ddf18b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f31c6b42c7ddf18b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c51dc3ea0c08787226ffebde58ac9ba21e0750f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f31c6b42c7ddf18b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:29:11.435692Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:29:13.872560Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:29:21.692611Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f31c6b42c7ddf18b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f31c6b42c7ddf18b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae2e37d2a82da5a1b86753f1db46321932a80c97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f31c6b42c7ddf18b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ord_0, group_col_2=ord_1. +Result preview: [{"ord_0": "3", "ord_1": "Expert", "support": 3297}, {"ord_0": "3", "ord_1": "Master", "support": 3586}, {"ord_0": "2", "ord_1": "Expert", "support": 5491}, {"ord_0": "3", "ord_1": "Contributor", "support": 5606}, {"ord_0": "2", "ord_1": "Master", "support": 6271}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f31c6b42c7ddf18b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f31c6b42c7ddf18b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..60bbc91403d8de459a8225163186e8181ee8d2ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f31c6b42c7ddf18b/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_f31c6b42c7ddf18b +-- problem_id: v2p_c14_9aeca83deb73bae1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_0", + "ord_1", + COUNT(*) AS support +FROM "c14" +GROUP BY "ord_0", "ord_1" +ORDER BY support ASC, "ord_0", "ord_1" +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f31c6b42c7ddf18b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f31c6b42c7ddf18b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9415c9d3d9f261bf28c474878574c81079d04fba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f31c6b42c7ddf18b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_0\",\n \"ord_1\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"ord_0\", \"ord_1\"\nORDER BY support ASC, \"ord_0\", \"ord_1\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_0\\\",\\n \\\"ord_1\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\", \\\"ord_1\\\"\\nORDER BY support ASC, \\\"ord_0\\\", \\\"ord_1\\\"\\nLIMIT 10;\", \"columns\": [\"ord_0\", \"ord_1\", \"support\"], \"rows\": [{\"ord_0\": \"3\", \"ord_1\": \"Expert\", \"support\": 3297}, {\"ord_0\": \"3\", \"ord_1\": \"Master\", \"support\": 3586}, {\"ord_0\": \"2\", \"ord_1\": \"Expert\", \"support\": 5491}, {\"ord_0\": \"3\", \"ord_1\": \"Contributor\", \"support\": 5606}, {\"ord_0\": \"2\", \"ord_1\": \"Master\", \"support\": 6271}, {\"ord_0\": \"2\", \"ord_1\": \"Contributor\", \"support\": 9392}, {\"ord_0\": \"3\", \"ord_1\": \"Grandmaster\", \"support\": 9892}, {\"ord_0\": \"1\", \"ord_1\": \"Expert\", \"support\": 16277}, {\"ord_0\": \"3\", \"ord_1\": \"Novice\", \"support\": 16335}, {\"ord_0\": \"2\", \"ord_1\": \"Grandmaster\", \"support\": 17222}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 390.71}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f31c6b42c7ddf18b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f31c6b42c7ddf18b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..26b4dc7f14b0bd052ef25bd74593cb7ce793b53b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f31c6b42c7ddf18b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:29:11.205261+00:00", + "ended_at": "2026-05-04T07:29:22.928979+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_f31c6b42c7ddf18b", + "problem_id": "v2p_c14_9aeca83deb73bae1", + "dataset_id": "c14", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ord_0, group_col_2=ord_1.", + "bindings": { + "group_col": "ord_0", + "group_col_2": "ord_1", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=125" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_f31c6b42c7ddf18b.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f31c6b42c7ddf18b", + "api_calls": 0, + "input_tokens": 23919, + "cached_input_tokens": 22912, + "output_tokens": 135, + "total_tokens": 24054, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3830, + "estimated_output_tokens": 119, + "estimated_total_tokens": 3949, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11249.9, + "sql_execution_elapsed_ms_total": 390.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_f31c6b42c7ddf18b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f31c6b42c7ddf18b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f31c6b42c7ddf18b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a88cc6df5905594a57907c73fa0b4d676ce817ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f31c6b42c7ddf18b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:29:22.529702+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11249.9, "started_at": "2026-05-04T07:29:11.260686+00:00", "ended_at": "2026-05-04T07:29:22.510360+00:00", "prompt_metrics": {"chars": 11851, "bytes_utf8": 11851, "lines": 396, "estimated_tokens": 3830}, "response_metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 23919, "cached_input_tokens": 22912, "output_tokens": 135}, "stderr_preview": "2026-05-04T07:29:11.435692Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:29:13.872560Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_1, measure_col=id.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "nom_1", + "measure_col": "id", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..abe6fa547fa1a1bbf1d9701f16ceadb3937c1f55 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e5-0007-7aa0-8eb5-07709a0ecf9a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_1\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_1\\\"\\n ORDER BY CAST(\\\"id\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_1\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_1\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"nom_1\\\",\\n MIN(\\\"measure\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nGROUP BY \\\"nom_1\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this emulates the 90th percentile as a nearest-rank percentile within each \\\"nom_1\\\" group, casting \\\"id\\\" from TEXT to REAL for ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":22912,"output_tokens":693}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e2bd9857c3f8f81eca58c3de75e3a64a448e29d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_1\",\n CAST(\"id\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_1\"\n ORDER BY CAST(\"id\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_1\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_1\" IS NOT NULL\n AND \"id\" IS NOT NULL\n)\nSELECT\n \"nom_1\",\n MIN(\"measure\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\nGROUP BY \"nom_1\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this emulates the 90th percentile as a nearest-rank percentile within each \"nom_1\" group, casting \"id\" from TEXT to REAL for ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b93e4671fa1c271648b7cd0261856b39f1ae56f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:30:10.132749Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:30:12.467003Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:30:33.006059Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bfc7d2ed886cb7f0b8929832a34d17d49bfaef5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_1, measure_col=id. +Result preview: [{"nom_1": "Square", "percentile_measure": 270720.0}, {"nom_1": "Triangle", "percentile_measure": 270446.0}, {"nom_1": "Trapezoid", "percentile_measure": 269943.0}, {"nom_1": "Star", "percentile_measure": 269893.0}, {"nom_1": "Circle", "percentile_measure": 269537.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d1e8fff45678148da03b206574996a20cba5fd5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_f3b92682de6d08c9 +-- problem_id: v2p_c14_210d95c23b01c4e2 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_1", + CAST("id" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "nom_1" + ORDER BY CAST("id" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_1" + ) AS "cnt" + FROM "c14" + WHERE "nom_1" IS NOT NULL + AND "id" IS NOT NULL +) +SELECT + "nom_1", + MIN("measure") AS "percentile_measure" +FROM "ranked" +WHERE "rn" >= CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +GROUP BY "nom_1" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c320553038519bbb1a53f9c1d8cff61c45d4a1a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_1\",\n CAST(\"id\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_1\"\n ORDER BY CAST(\"id\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_1\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_1\" IS NOT NULL\n AND \"id\" IS NOT NULL\n)\nSELECT\n \"nom_1\",\n MIN(\"measure\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\nGROUP BY \"nom_1\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_1\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_1\\\"\\n ORDER BY CAST(\\\"id\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_1\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_1\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"nom_1\\\",\\n MIN(\\\"measure\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nGROUP BY \\\"nom_1\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"nom_1\", \"percentile_measure\"], \"rows\": [{\"nom_1\": \"Square\", \"percentile_measure\": 270720.0}, {\"nom_1\": \"Triangle\", \"percentile_measure\": 270446.0}, {\"nom_1\": \"Trapezoid\", \"percentile_measure\": 269943.0}, {\"nom_1\": \"Star\", \"percentile_measure\": 269893.0}, {\"nom_1\": \"Circle\", \"percentile_measure\": 269537.0}, {\"nom_1\": \"Polygon\", \"percentile_measure\": 269427.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1409.05}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..71364f2fb9c2ae6808d1cecd4c310217976ecb12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:30:09.844050+00:00", + "ended_at": "2026-05-04T07:30:35.138811+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_f3b92682de6d08c9", + "problem_id": "v2p_c14_210d95c23b01c4e2", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_1, measure_col=id.", + "bindings": { + "group_col": "nom_1", + "measure_col": "id", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=132" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_f3b92682de6d08c9.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f3b92682de6d08c9", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 693, + "total_tokens": 24570, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 249, + "estimated_total_tokens": 4035, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23772.39, + "sql_execution_elapsed_ms_total": 1409.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_f3b92682de6d08c9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0edf69ee18e30bfe83fef0aa90c7b2a370d476df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:30:33.720848+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23772.39, "started_at": "2026-05-04T07:30:09.928644+00:00", "ended_at": "2026-05-04T07:30:33.700798+00:00", "prompt_metrics": {"chars": 11861, "bytes_utf8": 11861, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 802, "bytes_utf8": 802, "lines": 1, "estimated_tokens": 249}, "usage": {"input_tokens": 23877, "cached_input_tokens": 22912, "output_tokens": 693}, "stderr_preview": "2026-05-04T07:30:10.132749Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:30:12.467003Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nGROUP BY \\\"nom_1\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this emulates the 90th percentile as a nearest-rank percentile within each \\\"nom_1\\\" group, casting \\\"id\\\" from TEXT to REAL for ordering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ee01765f8cc7600d61fa3eee7cecc7805b169386 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3b92682de6d08c9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f3b92682de6d08c9", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 693, + "total_tokens": 24570, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 249, + "estimated_total_tokens": 4035, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23772.39, + "sql_execution_elapsed_ms_total": 1409.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_f3b92682de6d08c9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3ee33af3e290c7b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3ee33af3e290c7b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c18064c6bf69296fc3862110717768e3d23ec82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3ee33af3e290c7b/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "Green", "support": 127341, "support_share": 0.42447, "support_rank": 1}, {"value_label": "Blue", "support": 96166, "support_share": 0.32055333333333336, "support_rank": 2}, {"value_label": "Red", "support": 76493, "support_share": 0.2549766666666667, "support_rank": 3}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3ee33af3e290c7b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3ee33af3e290c7b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b61cf349f538e1c1870e7aa4256f2fbf989f202 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3ee33af3e290c7b/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_f3ee33af3e290c7b +-- problem_id: v2p_c14_3df1c002f3eccd50 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_0" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_0" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3ee33af3e290c7b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3ee33af3e290c7b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bbafdfb14488d69eb2e3a5e978734b8227b5b635 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3ee33af3e290c7b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c14_f3ee33af3e290c7b\n-- problem_id: v2p_c14_3df1c002f3eccd50\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"nom_0\" AS value_label, COUNT(*) AS support\n FROM \"c14\"\n GROUP BY \"nom_0\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c14_f3ee33af3e290c7b\\n-- problem_id: v2p_c14_3df1c002f3eccd50\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"nom_0\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c14\\\"\\n GROUP BY \\\"nom_0\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"Green\", \"support\": 127341, \"support_share\": 0.42447, \"support_rank\": 1}, {\"value_label\": \"Blue\", \"support\": 96166, \"support_share\": 0.32055333333333336, \"support_rank\": 2}, {\"value_label\": \"Red\", \"support\": 76493, \"support_share\": 0.2549766666666667, \"support_rank\": 3}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 213.18}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3ee33af3e290c7b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3ee33af3e290c7b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..90e707569fa38428a01c9bb2c4a753f6bca74471 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3ee33af3e290c7b/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:48.631856+00:00", + "ended_at": "2026-05-04T07:37:48.850922+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_f3ee33af3e290c7b", + "problem_id": "v2p_c14_3df1c002f3eccd50", + "dataset_id": "c14", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=nom_0.", + "bindings": { + "group_col": "nom_0" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_f3ee33af3e290c7b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3ee33af3e290c7b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3ee33af3e290c7b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f3ee33af3e290c7b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c78c18f80c088d241fcfabfcc68329482e3d8565 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11679, "bytes_utf8": 11679, "lines": 394, "estimated_tokens": 3760}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 312, "bytes_utf8": 312, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 23849, "cached_input_tokens": 22912, "output_tokens": 119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fca274af0de01aaee83050a2721369b5a8b50aff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f433a2656aa784d3", + "api_calls": 0, + "input_tokens": 23849, + "cached_input_tokens": 22912, + "output_tokens": 119, + "total_tokens": 23968, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3760, + "estimated_output_tokens": 92, + "estimated_total_tokens": 3852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11678.09, + "sql_execution_elapsed_ms_total": 210.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_f433a2656aa784d3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..85c02009a3a1bc9b9065834f59615d7241b61a40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:26:34.356381+00:00", + "ended_at": "2026-05-04T07:26:46.034462+00:00", + "elapsed_ms": 11678.09, + "prompt_metrics": { + "chars": 11679, + "bytes_utf8": 11679, + "lines": 394, + "estimated_tokens": 3760 + }, + "stdout_metrics": { + "chars": 639, + "bytes_utf8": 639, + "lines": 4, + "estimated_tokens": 197 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13196 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 312, + "bytes_utf8": 312, + "lines": 1, + "estimated_tokens": 92 + }, + "usage": { + "input_tokens": 23849, + "cached_input_tokens": 22912, + "output_tokens": 119 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c6a71dbcf688513f6ef2f7f5c2aac8b5c1bbda4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,394 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=nom_0.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "nom_0", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..36deeaa95db406cc562577df5a4e0a8f359472a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e1-b5f3-7061-b049-633b7b864aec"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"nom_0\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_0\\\"\\nORDER BY support ASC, \\\"nom_0\\\"\\nLIMIT 18;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to \\\"nom_0\\\" on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23849,"cached_input_tokens":22912,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a12c0aca2b619b04a19fe3a7e1fc499c5dde277 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"nom_0\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"nom_0\"\nORDER BY support ASC, \"nom_0\"\nLIMIT 18;","notes":"Used the provided Low-Support Group Count template with group_col bound to \"nom_0\" on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba8c8e73bf5c376ca9a8a58d30951ef721d70bd2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:26:34.539055Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:26:37.002030Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:26:45.317238Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b9ca64254e8d5538ed86c5ee57191196eac1eb4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=nom_0. +Result preview: [{"nom_0": "Red", "support": 76493}, {"nom_0": "Blue", "support": 96166}, {"nom_0": "Green", "support": 127341}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..07973d77c8679dc97d696f1def373691fd60aba1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_f433a2656aa784d3 +-- problem_id: v2p_c14_01a6cbbf183de78f +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_0", + COUNT(*) AS support +FROM "c14" +GROUP BY "nom_0" +ORDER BY support ASC, "nom_0" +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5950ef21024c1432b2bacba214b9d9dcac95bef6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"nom_0\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"nom_0\"\nORDER BY support ASC, \"nom_0\"\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"nom_0\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_0\\\"\\nORDER BY support ASC, \\\"nom_0\\\"\\nLIMIT 18;\", \"columns\": [\"nom_0\", \"support\"], \"rows\": [{\"nom_0\": \"Red\", \"support\": 76493}, {\"nom_0\": \"Blue\", \"support\": 96166}, {\"nom_0\": \"Green\", \"support\": 127341}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 210.41}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1608d58a17401a3c4c08b40c5c0276bcfa55a682 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:26:34.296121+00:00", + "ended_at": "2026-05-04T07:26:46.273474+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_f433a2656aa784d3", + "problem_id": "v2p_c14_01a6cbbf183de78f", + "dataset_id": "c14", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=nom_0.", + "bindings": { + "group_col": "nom_0", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=113" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_f433a2656aa784d3.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f433a2656aa784d3", + "api_calls": 0, + "input_tokens": 23849, + "cached_input_tokens": 22912, + "output_tokens": 119, + "total_tokens": 23968, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3760, + "estimated_output_tokens": 92, + "estimated_total_tokens": 3852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11678.09, + "sql_execution_elapsed_ms_total": 210.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_f433a2656aa784d3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb04f2e3d731f0c43703c204a0c6fc51a106842c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f433a2656aa784d3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:26:46.053105+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11678.09, "started_at": "2026-05-04T07:26:34.356381+00:00", "ended_at": "2026-05-04T07:26:46.034462+00:00", "prompt_metrics": {"chars": 11679, "bytes_utf8": 11679, "lines": 394, "estimated_tokens": 3760}, "response_metrics": {"chars": 312, "bytes_utf8": 312, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 23849, "cached_input_tokens": 22912, "output_tokens": 119}, "stderr_preview": "2026-05-04T07:26:34.539055Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:26:37.002030Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f747217bad64c798/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f747217bad64c798/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2eb5e940068a94ab31ca89c02af30a6a6afa7245 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f747217bad64c798/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_f747217bad64c798\n-- problem_id: v2p_c14_b19414336636ff00\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_7\",\n COUNT(*) AS support,\n AVG(\"month\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_7\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_f747217bad64c798\\n-- problem_id: v2p_c14_b19414336636ff00\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_7\\\",\\n COUNT(*) AS support,\\n AVG(\\\"month\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_7\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_7\", \"support\", \"avg_response\"], \"rows\": [{\"nom_7\": \"3a114adea\", \"support\": 534, \"avg_response\": 5.662921348314606}, {\"nom_7\": \"6f3940b72\", \"support\": 518, \"avg_response\": 5.947876447876448}, {\"nom_7\": \"3b679e531\", \"support\": 518, \"avg_response\": 5.942084942084942}, {\"nom_7\": \"fcf2b8dce\", \"support\": 517, \"avg_response\": 5.8936170212765955}, {\"nom_7\": \"fe27cc23d\", \"support\": 515, \"avg_response\": 5.716504854368932}, {\"nom_7\": \"c6344321c\", \"support\": 510, \"avg_response\": 5.819607843137255}, {\"nom_7\": \"c75a7f5f8\", \"support\": 508, \"avg_response\": 5.667322834645669}, {\"nom_7\": \"a0be4f3da\", \"support\": 505, \"avg_response\": 5.673267326732673}, {\"nom_7\": \"c6dfa929a\", \"support\": 501, \"avg_response\": 5.954091816367265}, {\"nom_7\": \"eeba65bef\", \"support\": 500, \"avg_response\": 5.88}, {\"nom_7\": \"bb5a78030\", \"support\": 500, \"avg_response\": 5.812}, {\"nom_7\": \"cab0b4ca9\", \"support\": 499, \"avg_response\": 5.62124248496994}, {\"nom_7\": \"4a0ff1117\", \"support\": 498, \"avg_response\": 6.285140562248996}, {\"nom_7\": \"a2507f97d\", \"support\": 497, \"avg_response\": 5.75251509054326}, {\"nom_7\": \"700924d38\", \"support\": 496, \"avg_response\": 5.846774193548387}, {\"nom_7\": \"eb50b1f32\", \"support\": 496, \"avg_response\": 5.806451612903226}, {\"nom_7\": \"7c6d738f8\", \"support\": 496, \"avg_response\": 5.685483870967742}, {\"nom_7\": \"17d7c7e77\", \"support\": 494, \"avg_response\": 5.52834008097166}, {\"nom_7\": \"5aed00b2c\", \"support\": 493, \"avg_response\": 5.9574036511156185}, {\"nom_7\": \"a88395028\", \"support\": 492, \"avg_response\": 5.67479674796748}, {\"nom_7\": \"12e6161c9\", \"support\": 490, \"avg_response\": 6.004081632653061}, {\"nom_7\": \"0378e418b\", \"support\": 490, \"avg_response\": 5.859183673469388}, {\"nom_7\": \"2d8e816e2\", \"support\": 490, \"avg_response\": 5.771428571428571}, {\"nom_7\": \"944df579c\", \"support\": 489, \"avg_response\": 5.811860940695296}, {\"nom_7\": \"077a10d72\", \"support\": 487, \"avg_response\": 5.839835728952772}, {\"nom_7\": \"5fee1e1d2\", \"support\": 487, \"avg_response\": 5.829568788501026}, {\"nom_7\": \"d863df6ca\", \"support\": 486, \"avg_response\": 5.969135802469136}, {\"nom_7\": \"4addee130\", \"support\": 486, \"avg_response\": 5.792181069958848}, {\"nom_7\": \"346c81c8f\", \"support\": 486, \"avg_response\": 5.45679012345679}, {\"nom_7\": \"3c452e60d\", \"support\": 485, \"avg_response\": 6.022680412371134}, {\"nom_7\": \"0e0637b46\", \"support\": 485, \"avg_response\": 5.731958762886598}, {\"nom_7\": \"59de9c26a\", \"support\": 484, \"avg_response\": 5.681818181818182}, {\"nom_7\": \"f6ddab67f\", \"support\": 483, \"avg_response\": 5.811594202898551}, {\"nom_7\": \"3f0057c9b\", \"support\": 482, \"avg_response\": 5.549792531120332}, {\"nom_7\": \"22831fffe\", \"support\": 481, \"avg_response\": 5.787941787941788}, {\"nom_7\": \"4a79709cd\", \"support\": 481, \"avg_response\": 5.627858627858628}, {\"nom_7\": \"00994f749\", \"support\": 480, \"avg_response\": 5.829166666666667}, {\"nom_7\": \"be90beeea\", \"support\": 480, \"avg_response\": 5.589583333333334}, {\"nom_7\": \"3e5f076e2\", \"support\": 479, \"avg_response\": 5.945720250521921}, {\"nom_7\": \"f037a1bfd\", \"support\": 478, \"avg_response\": 5.631799163179917}, {\"nom_7\": \"b042166d5\", \"support\": 476, \"avg_response\": 5.766806722689076}, {\"nom_7\": \"85495b390\", \"support\": 476, \"avg_response\": 5.611344537815126}, {\"nom_7\": \"d640f9971\", \"support\": 475, \"avg_response\": 5.814736842105263}, {\"nom_7\": \"a6a36f527\", \"support\": 475, \"avg_response\": 5.673684210526316}, {\"nom_7\": \"f53ce6da5\", \"support\": 475, \"avg_response\": 5.652631578947369}, {\"nom_7\": \"e94478990\", \"support\": 474, \"avg_response\": 5.618143459915612}, {\"nom_7\": \"058d689da\", \"support\": 472, \"avg_response\": 5.760593220338983}, {\"nom_7\": \"66418d6ec\", \"support\": 472, \"avg_response\": 5.75635593220339}, {\"nom_7\": \"f16ff4894\", \"support\": 471, \"avg_response\": 5.791932059447983}, {\"nom_7\": \"386eb705f\", \"support\": 471, \"avg_response\": 5.590233545647559}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 339.76}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f747217bad64c798/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f747217bad64c798/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..225e68e9d6084ed628f39bacaeb2752e107e47d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f747217bad64c798/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:56.551798+00:00", + "ended_at": "2026-05-04T07:37:56.898749+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_f747217bad64c798", + "problem_id": "v2p_c14_b19414336636ff00", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=month, key_col=nom_7.", + "bindings": { + "key_col": "nom_7", + "measure_col": "month", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=15", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 15, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_f747217bad64c798.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f747217bad64c798/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f747217bad64c798/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f747217bad64c798/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78233d79010545e3831cc703f4ba3f922233b8ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12019, "bytes_utf8": 12019, "lines": 397, "estimated_tokens": 3863}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 23952, "cached_input_tokens": 22912, "output_tokens": 153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e75e49a39e2309562e4f5f64941ce54be74dad08 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f9aff8e26b63b8b2", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 153, + "total_tokens": 24105, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 137, + "estimated_total_tokens": 4000, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 48763.98, + "sql_execution_elapsed_ms_total": 293.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_f9aff8e26b63b8b2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3afa632a9f34a9bc155efa4cf4eab9e697cdd81c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:21:33.881452+00:00", + "ended_at": "2026-05-04T07:22:22.643386+00:00", + "elapsed_ms": 48763.98, + "prompt_metrics": { + "chars": 12019, + "bytes_utf8": 12019, + "lines": 397, + "estimated_tokens": 3863 + }, + "stdout_metrics": { + "chars": 783, + "bytes_utf8": 783, + "lines": 4, + "estimated_tokens": 247 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13236 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 454, + "bytes_utf8": 454, + "lines": 1, + "estimated_tokens": 137 + }, + "usage": { + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 153 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..036c634e6d9dd8c5c5fe015e7b698317957091b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,397 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_1, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "ord_1", + "target_col": "target", + "target_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..43427d300456ca810859326981f83e7b85f14c25 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dd-2035-7113-bf68-5b7a3c888546"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"ord_1\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=\\\"ord_1\\\", target_col=\\\"target\\\", target_value='1', min_support=5, top_k=11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":22912,"output_tokens":153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a3f974bb4966eaed60c7ff1ae2e733a116a8fae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"ord_1\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"ord_1\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;","notes":"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=\"ord_1\", target_col=\"target\", target_value='1', min_support=5, top_k=11."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cf1d5de0c36716478ac0583e32b8251fb18174c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:21:34.077531Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:21:36.473033Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:22:21.712187Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..628d8604b3714afd0e5ce21d3fbaa28258f488b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_1, target_col=target. +Result preview: [{"ord_1": "Grandmaster", "support": 77428, "focus_rate": 0.40388489951955364}, {"ord_1": "Master", "support": 28053, "focus_rate": 0.3550778882828931}, {"ord_1": "Expert", "support": 25065, "focus_rate": 0.31717534410532616}, {"ord_1": "Contributor", "support": 42871, "focus_rate": 0.2785332742413286}, {"ord_1": "Novice", "support": 126583, "focus_rate": 0.24205462028866437}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a350db1e4b9199fc57df960da31d546e357615ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_f9aff8e26b63b8b2 +-- problem_id: v2p_c14_74cd3bd292a3eb26 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_1", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "ord_1" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..51e0b9ce518108bf0e413f4d9c9d3296940c2539 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"ord_1\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"ord_1\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"ord_1\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\", \"columns\": [\"ord_1\", \"support\", \"focus_rate\"], \"rows\": [{\"ord_1\": \"Grandmaster\", \"support\": 77428, \"focus_rate\": 0.40388489951955364}, {\"ord_1\": \"Master\", \"support\": 28053, \"focus_rate\": 0.3550778882828931}, {\"ord_1\": \"Expert\", \"support\": 25065, \"focus_rate\": 0.31717534410532616}, {\"ord_1\": \"Contributor\", \"support\": 42871, \"focus_rate\": 0.2785332742413286}, {\"ord_1\": \"Novice\", \"support\": 126583, \"focus_rate\": 0.24205462028866437}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 293.19}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a636a34abd2e6fc4a7b63c05b1eaa83a232c13c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:21:33.815773+00:00", + "ended_at": "2026-05-04T07:22:22.997767+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_f9aff8e26b63b8b2", + "problem_id": "v2p_c14_74cd3bd292a3eb26", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_1, target_col=target.", + "bindings": { + "group_col": "ord_1", + "target_col": "target", + "target_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_f9aff8e26b63b8b2.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f9aff8e26b63b8b2", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 153, + "total_tokens": 24105, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 137, + "estimated_total_tokens": 4000, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 48763.98, + "sql_execution_elapsed_ms_total": 293.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_f9aff8e26b63b8b2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae630d9162cf0c41ae621f13f70ddba2b4687d5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:22:22.692893+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 48763.98, "started_at": "2026-05-04T07:21:33.881452+00:00", "ended_at": "2026-05-04T07:22:22.643386+00:00", "prompt_metrics": {"chars": 12019, "bytes_utf8": 12019, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 23952, "cached_input_tokens": 22912, "output_tokens": 153}, "stderr_preview": "2026-05-04T07:21:34.077531Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:21:36.473033Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=\\\"ord_1\\\", target_col=\\\"target\\\", target_value='1', min_support=5, top_k=11.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e2b37192de35840de4395b8c1b127bd21b7ae5b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9aff8e26b63b8b2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f9aff8e26b63b8b2", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 153, + "total_tokens": 24105, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 137, + "estimated_total_tokens": 4000, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 48763.98, + "sql_execution_elapsed_ms_total": 293.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_f9aff8e26b63b8b2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d3c8f5e89aa01b430083a80b87fc37703c4f53f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11987, "bytes_utf8": 11987, "lines": 400, "estimated_tokens": 3845}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 362, "bytes_utf8": 362, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 23936, "cached_input_tokens": 22912, "output_tokens": 129}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..144cf96d91617fc9ac4bcbdb8d4178e358a1e748 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f9c3bf85217e2c00", + "api_calls": 0, + "input_tokens": 23936, + "cached_input_tokens": 22912, + "output_tokens": 129, + "total_tokens": 24065, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3845, + "estimated_output_tokens": 113, + "estimated_total_tokens": 3958, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11850.17, + "sql_execution_elapsed_ms_total": 226.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_f9c3bf85217e2c00\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..80ee33e4441b2d251f02908a15b16e160899afc5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:51:01.934363+00:00", + "ended_at": "2026-05-04T06:51:13.785342+00:00", + "elapsed_ms": 11850.17, + "prompt_metrics": { + "chars": 11987, + "bytes_utf8": 11987, + "lines": 400, + "estimated_tokens": 3845 + }, + "stdout_metrics": { + "chars": 699, + "bytes_utf8": 699, + "lines": 4, + "estimated_tokens": 224 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13218 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 362, + "bytes_utf8": 362, + "lines": 1, + "estimated_tokens": 113 + }, + "usage": { + "input_tokens": 23936, + "cached_input_tokens": 22912, + "output_tokens": 129 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..32568bc5d263205c7832de4aa734711a0880f3e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,400 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=nom_1.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "bin_0", + "group_col_2": "nom_1", + "predicate_col": "bin_4", + "predicate_op": "=", + "predicate_value": "N", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..df637e0e735d9a0a739adb01c1d14a8dcbb2b91b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c1-2c25-7d23-a716-727ddc226620"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bin_0\\\", \\\"nom_1\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nWHERE \\\"bin_4\\\" = 'N'\\nGROUP BY \\\"bin_0\\\", \\\"nom_1\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the planned template with group_col=\\\"bin_0\\\", group_col_2=\\\"nom_1\\\", and predicate \\\"bin_4\\\" = 'N'. SQLite-compatible single-table SELECT only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23936,"cached_input_tokens":22912,"output_tokens":129}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8f778fa38130fe50eea24793cc8152e9d9424d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bin_0\", \"nom_1\", COUNT(*) AS row_count\nFROM \"c14\"\nWHERE \"bin_4\" = 'N'\nGROUP BY \"bin_0\", \"nom_1\"\nORDER BY row_count DESC;","notes":"Uses the planned template with group_col=\"bin_0\", group_col_2=\"nom_1\", and predicate \"bin_4\" = 'N'. SQLite-compatible single-table SELECT only."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd2fe7ff761b328800d924f802fa2ee73b1c67d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:51:02.109763Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:51:04.636204Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:51:13.165499Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f8eb47efeb61003523d02126402577bfe0ba593 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=nom_1. +Result preview: [{"bin_0": "0", "nom_1": "Trapezoid", "row_count": 31739}, {"bin_0": "0", "nom_1": "Square", "row_count": 15567}, {"bin_0": "0", "nom_1": "Star", "row_count": 14495}, {"bin_0": "0", "nom_1": "Circle", "row_count": 11771}, {"bin_0": "0", "nom_1": "Polygon", "row_count": 11448}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f583787d27313aebf22ae6b44caeac2975874a8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c14_f9c3bf85217e2c00 +-- problem_id: v2p_c14_e76b9870cba12702 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "nom_1", COUNT(*) AS row_count +FROM "c14" +WHERE "bin_4" = 'N' +GROUP BY "bin_0", "nom_1" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..376703155e7d6a688feb6773c6065da773209197 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bin_0\", \"nom_1\", COUNT(*) AS row_count\nFROM \"c14\"\nWHERE \"bin_4\" = 'N'\nGROUP BY \"bin_0\", \"nom_1\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bin_0\\\", \\\"nom_1\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nWHERE \\\"bin_4\\\" = 'N'\\nGROUP BY \\\"bin_0\\\", \\\"nom_1\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"bin_0\", \"nom_1\", \"row_count\"], \"rows\": [{\"bin_0\": \"0\", \"nom_1\": \"Trapezoid\", \"row_count\": 31739}, {\"bin_0\": \"0\", \"nom_1\": \"Square\", \"row_count\": 15567}, {\"bin_0\": \"0\", \"nom_1\": \"Star\", \"row_count\": 14495}, {\"bin_0\": \"0\", \"nom_1\": \"Circle\", \"row_count\": 11771}, {\"bin_0\": \"0\", \"nom_1\": \"Polygon\", \"row_count\": 11448}, {\"bin_0\": \"0\", \"nom_1\": \"Triangle\", \"row_count\": 9490}, {\"bin_0\": \"1\", \"nom_1\": \"Trapezoid\", \"row_count\": 4662}, {\"bin_0\": \"1\", \"nom_1\": \"Square\", \"row_count\": 2391}, {\"bin_0\": \"1\", \"nom_1\": \"Star\", \"row_count\": 2134}, {\"bin_0\": \"1\", \"nom_1\": \"Circle\", \"row_count\": 1691}, {\"bin_0\": \"1\", \"nom_1\": \"Polygon\", \"row_count\": 1632}, {\"bin_0\": \"1\", \"nom_1\": \"Triangle\", \"row_count\": 1347}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 226.77}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..00860bcfc5f045f4aba40714d741ad85792afe06 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:51:01.878967+00:00", + "ended_at": "2026-05-04T06:51:14.051809+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_f9c3bf85217e2c00", + "problem_id": "v2p_c14_e76b9870cba12702", + "dataset_id": "c14", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bin_0, group_col_2=nom_1.", + "bindings": { + "group_col": "bin_0", + "group_col_2": "nom_1", + "predicate_col": "bin_4", + "predicate_op": "=", + "predicate_value": "N", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=5" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_f9c3bf85217e2c00.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f9c3bf85217e2c00", + "api_calls": 0, + "input_tokens": 23936, + "cached_input_tokens": 22912, + "output_tokens": 129, + "total_tokens": 24065, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3845, + "estimated_output_tokens": 113, + "estimated_total_tokens": 3958, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11850.17, + "sql_execution_elapsed_ms_total": 226.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_f9c3bf85217e2c00\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8486732a099e652f2a74383e6af0305e3c1a04b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_f9c3bf85217e2c00/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:51:13.814326+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11850.17, "started_at": "2026-05-04T06:51:01.934363+00:00", "ended_at": "2026-05-04T06:51:13.785342+00:00", "prompt_metrics": {"chars": 11987, "bytes_utf8": 11987, "lines": 400, "estimated_tokens": 3845}, "response_metrics": {"chars": 362, "bytes_utf8": 362, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 23936, "cached_input_tokens": 22912, "output_tokens": 129}, "stderr_preview": "2026-05-04T06:51:02.109763Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:51:04.636204Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fa29817b6302bfc8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fa29817b6302bfc8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d7ee38fd94b00ecbf34d42059b8dba13aedd7c35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fa29817b6302bfc8/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_fa29817b6302bfc8\n-- problem_id: v2p_c14_ed4031f298f429f4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ord_4\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"c14\"\nGROUP BY \"ord_4\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_fa29817b6302bfc8\\n-- problem_id: v2p_c14_ed4031f298f429f4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ord_4\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ord_4\", \"support\", \"avg_response\"], \"rows\": [{\"ord_4\": \"L\", \"support\": 19066, \"avg_response\": 3.0147382775621527}, {\"ord_4\": \"G\", \"support\": 18899, \"avg_response\": 3.018625324091222}, {\"ord_4\": \"S\", \"support\": 18875, \"avg_response\": 3.013139072847682}, {\"ord_4\": \"A\", \"support\": 18258, \"avg_response\": 3.007120166502355}, {\"ord_4\": \"R\", \"support\": 16927, \"avg_response\": 3.0031310923376853}, {\"ord_4\": \"Q\", \"support\": 15925, \"avg_response\": 3.0055886970172683}, {\"ord_4\": \"K\", \"support\": 14698, \"avg_response\": 3.018097700367397}, {\"ord_4\": \"I\", \"support\": 14644, \"avg_response\": 3.024720021851953}, {\"ord_4\": \"Z\", \"support\": 14232, \"avg_response\": 3.034921304103429}, {\"ord_4\": \"T\", \"support\": 14220, \"avg_response\": 3.0025316455696203}, {\"ord_4\": \"V\", \"support\": 14143, \"avg_response\": 3.0139291522307854}, {\"ord_4\": \"J\", \"support\": 12878, \"avg_response\": 3.006911011026557}, {\"ord_4\": \"P\", \"support\": 12839, \"avg_response\": 3.0105148376041746}, {\"ord_4\": \"U\", \"support\": 12775, \"avg_response\": 3.0087671232876714}, {\"ord_4\": \"H\", \"support\": 12743, \"avg_response\": 3.004002197284784}, {\"ord_4\": \"F\", \"support\": 11717, \"avg_response\": 2.966458991209354}, {\"ord_4\": \"E\", \"support\": 11303, \"avg_response\": 3.014244006016102}, {\"ord_4\": \"W\", \"support\": 9197, \"avg_response\": 3.012069152984669}, {\"ord_4\": \"Y\", \"support\": 8490, \"avg_response\": 2.9808009422850414}, {\"ord_4\": \"X\", \"support\": 6292, \"avg_response\": 3.013350286077559}, {\"ord_4\": \"B\", \"support\": 6169, \"avg_response\": 3.0209110066461338}, {\"ord_4\": \"O\", \"support\": 5836, \"avg_response\": 2.990918437285812}, {\"ord_4\": \"D\", \"support\": 3974, \"avg_response\": 2.970558631102164}, {\"ord_4\": \"C\", \"support\": 3575, \"avg_response\": 2.9563636363636365}, {\"ord_4\": \"N\", \"support\": 2166, \"avg_response\": 2.94275161588181}, {\"ord_4\": \"M\", \"support\": 159, \"avg_response\": 2.79874213836478}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 272.21}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fa29817b6302bfc8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fa29817b6302bfc8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dfa7a131ddf875de6e4e50e7ce068a7f35f31ebd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fa29817b6302bfc8/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:38:00.379864+00:00", + "ended_at": "2026-05-04T07:38:00.657555+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_fa29817b6302bfc8", + "problem_id": "v2p_c14_ed4031f298f429f4", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=day, key_col=ord_4.", + "bindings": { + "key_col": "ord_4", + "measure_col": "day", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=26", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 26, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_fa29817b6302bfc8.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fa29817b6302bfc8/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fa29817b6302bfc8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fa29817b6302bfc8/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fa58ca303ecd657a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fa58ca303ecd657a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..41586cc64dfa2f3a02a199cb32f115137314e80a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fa58ca303ecd657a/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"ord_4": "L", "support": 19066, "avg_response": 5.79765026749187}, {"ord_4": "G", "support": 18899, "avg_response": 5.798560770411133}, {"ord_4": "S", "support": 18875, "avg_response": 5.755973509933775}, {"ord_4": "A", "support": 18258, "avg_response": 5.758188191477708}, {"ord_4": "R", "support": 16927, "avg_response": 5.8191646481951915}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fa58ca303ecd657a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fa58ca303ecd657a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e95b9ac8a1e195ffd3e7c333e3437d45ba96c1de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fa58ca303ecd657a/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_fa58ca303ecd657a +-- problem_id: v2p_c14_28a0d1fed3128d0a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ord_4", + COUNT(*) AS support, + AVG("month") AS avg_response +FROM "c14" +GROUP BY "ord_4" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fa58ca303ecd657a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fa58ca303ecd657a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..80c250fc66333d43784f8367784b4ba701eaefa0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fa58ca303ecd657a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_fa58ca303ecd657a\n-- problem_id: v2p_c14_28a0d1fed3128d0a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ord_4\",\n COUNT(*) AS support,\n AVG(\"month\") AS avg_response\nFROM \"c14\"\nGROUP BY \"ord_4\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_fa58ca303ecd657a\\n-- problem_id: v2p_c14_28a0d1fed3128d0a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ord_4\\\",\\n COUNT(*) AS support,\\n AVG(\\\"month\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ord_4\", \"support\", \"avg_response\"], \"rows\": [{\"ord_4\": \"L\", \"support\": 19066, \"avg_response\": 5.79765026749187}, {\"ord_4\": \"G\", \"support\": 18899, \"avg_response\": 5.798560770411133}, {\"ord_4\": \"S\", \"support\": 18875, \"avg_response\": 5.755973509933775}, {\"ord_4\": \"A\", \"support\": 18258, \"avg_response\": 5.758188191477708}, {\"ord_4\": \"R\", \"support\": 16927, \"avg_response\": 5.8191646481951915}, {\"ord_4\": \"Q\", \"support\": 15925, \"avg_response\": 5.7208163265306125}, {\"ord_4\": \"K\", \"support\": 14698, \"avg_response\": 5.781875085045584}, {\"ord_4\": \"I\", \"support\": 14644, \"avg_response\": 5.756419011199126}, {\"ord_4\": \"Z\", \"support\": 14232, \"avg_response\": 5.736790331646993}, {\"ord_4\": \"T\", \"support\": 14220, \"avg_response\": 5.765682137834037}, {\"ord_4\": \"V\", \"support\": 14143, \"avg_response\": 5.7680831506752455}, {\"ord_4\": \"J\", \"support\": 12878, \"avg_response\": 5.756328622456904}, {\"ord_4\": \"P\", \"support\": 12839, \"avg_response\": 5.768907235766026}, {\"ord_4\": \"U\", \"support\": 12775, \"avg_response\": 5.723757338551859}, {\"ord_4\": \"H\", \"support\": 12743, \"avg_response\": 5.778702032488425}, {\"ord_4\": \"F\", \"support\": 11717, \"avg_response\": 5.753349833575148}, {\"ord_4\": \"E\", \"support\": 11303, \"avg_response\": 5.83791913651243}, {\"ord_4\": \"W\", \"support\": 9197, \"avg_response\": 5.77916711971295}, {\"ord_4\": \"Y\", \"support\": 8490, \"avg_response\": 5.7461719670200235}, {\"ord_4\": \"X\", \"support\": 6292, \"avg_response\": 5.8080101716465355}, {\"ord_4\": \"B\", \"support\": 6169, \"avg_response\": 5.802723293888799}, {\"ord_4\": \"O\", \"support\": 5836, \"avg_response\": 5.758910212474298}, {\"ord_4\": \"D\", \"support\": 3974, \"avg_response\": 5.866129843985909}, {\"ord_4\": \"C\", \"support\": 3575, \"avg_response\": 5.701258741258742}, {\"ord_4\": \"N\", \"support\": 2166, \"avg_response\": 5.7645429362880884}, {\"ord_4\": \"M\", \"support\": 159, \"avg_response\": 5.761006289308176}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 282.42}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fa58ca303ecd657a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fa58ca303ecd657a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..56b21228b8bd0444d943ba291994d8720ca2c241 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fa58ca303ecd657a/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:38:00.658661+00:00", + "ended_at": "2026-05-04T07:38:00.947545+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_fa58ca303ecd657a", + "problem_id": "v2p_c14_28a0d1fed3128d0a", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=month, key_col=ord_4.", + "bindings": { + "key_col": "ord_4", + "measure_col": "month", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=27", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 27, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_fa58ca303ecd657a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fa58ca303ecd657a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fa58ca303ecd657a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fa58ca303ecd657a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fb675645579573c4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fb675645579573c4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8901869bf5fce036bbf9513bb73b5495df5de41e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fb675645579573c4/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "2", "support": 74315, "support_share": 0.24771666666666667, "support_rank": 1}, {"value_label": "1", "support": 67144, "support_share": 0.22381333333333334, "support_rank": 2}, {"value_label": "3", "support": 66357, "support_share": 0.22119, "support_rank": 3}, {"value_label": "4", "support": 40434, "support_share": 0.13478, "support_rank": 4}, {"value_label": "7", "support": 33051, "support_share": 0.11017, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fb675645579573c4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fb675645579573c4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b69b41a7e6ee975be0e6ae94e41acfc402693dcc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fb675645579573c4/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_fb675645579573c4 +-- problem_id: v2p_c14_5ae4f5176531127c +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "day" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "day" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fb675645579573c4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fb675645579573c4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25aaec9ffd5ca58a931aac80ee63d5587153b146 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fb675645579573c4/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c14_fb675645579573c4\n-- problem_id: v2p_c14_5ae4f5176531127c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"day\" AS value_label, COUNT(*) AS support\n FROM \"c14\"\n GROUP BY \"day\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c14_fb675645579573c4\\n-- problem_id: v2p_c14_5ae4f5176531127c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"day\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c14\\\"\\n GROUP BY \\\"day\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"2\", \"support\": 74315, \"support_share\": 0.24771666666666667, \"support_rank\": 1}, {\"value_label\": \"1\", \"support\": 67144, \"support_share\": 0.22381333333333334, \"support_rank\": 2}, {\"value_label\": \"3\", \"support\": 66357, \"support_share\": 0.22119, \"support_rank\": 3}, {\"value_label\": \"4\", \"support\": 40434, \"support_share\": 0.13478, \"support_rank\": 4}, {\"value_label\": \"7\", \"support\": 33051, \"support_share\": 0.11017, \"support_rank\": 5}, {\"value_label\": \"5\", \"support\": 17787, \"support_share\": 0.05929, \"support_rank\": 6}, {\"value_label\": \"6\", \"support\": 912, \"support_share\": 0.00304, \"support_rank\": 7}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 222.07}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fb675645579573c4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fb675645579573c4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d94f243f92aed3bc04d4d0104c797dc909966df8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fb675645579573c4/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:51.056174+00:00", + "ended_at": "2026-05-04T07:37:51.287092+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_fb675645579573c4", + "problem_id": "v2p_c14_5ae4f5176531127c", + "dataset_id": "c14", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=day.", + "bindings": { + "group_col": "day" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=16", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 16, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_fb675645579573c4.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fb675645579573c4/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fb675645579573c4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fb675645579573c4/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fcc5f18e570ecbc7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fcc5f18e570ecbc7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc3175934cd5c8adcd0a5d0b7d016a8235665073 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fcc5f18e570ecbc7/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"nom_8": "c720f85ca", "support": 299, "avg_response": 5.561872909698996}, {"nom_8": "9ff6898e5", "support": 294, "avg_response": 5.336734693877551}, {"nom_8": "3cec7c3f5", "support": 292, "avg_response": 5.390410958904109}, {"nom_8": "d69adef8b", "support": 288, "avg_response": 5.895833333333333}, {"nom_8": "bb2c599dd", "support": 287, "avg_response": 5.7770034843205575}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fcc5f18e570ecbc7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fcc5f18e570ecbc7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..857b57097db7317d6a34b3efe7122c4398f3a0f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fcc5f18e570ecbc7/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_fcc5f18e570ecbc7 +-- problem_id: v2p_c14_8701649a1add5249 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_8", + COUNT(*) AS support, + AVG("month") AS avg_response +FROM "c14" +GROUP BY "nom_8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fcc5f18e570ecbc7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fcc5f18e570ecbc7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c99a93db177cf421ba9b07b2b3ecb1eaa42d91e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fcc5f18e570ecbc7/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_fcc5f18e570ecbc7\n-- problem_id: v2p_c14_8701649a1add5249\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_8\",\n COUNT(*) AS support,\n AVG(\"month\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_8\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_fcc5f18e570ecbc7\\n-- problem_id: v2p_c14_8701649a1add5249\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_8\\\",\\n COUNT(*) AS support,\\n AVG(\\\"month\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_8\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_8\", \"support\", \"avg_response\"], \"rows\": [{\"nom_8\": \"c720f85ca\", \"support\": 299, \"avg_response\": 5.561872909698996}, {\"nom_8\": \"9ff6898e5\", \"support\": 294, \"avg_response\": 5.336734693877551}, {\"nom_8\": \"3cec7c3f5\", \"support\": 292, \"avg_response\": 5.390410958904109}, {\"nom_8\": \"d69adef8b\", \"support\": 288, \"avg_response\": 5.895833333333333}, {\"nom_8\": \"bb2c599dd\", \"support\": 287, \"avg_response\": 5.7770034843205575}, {\"nom_8\": \"fdcd0dada\", \"support\": 287, \"avg_response\": 5.7212543554006965}, {\"nom_8\": \"17ba84114\", \"support\": 287, \"avg_response\": 5.501742160278746}, {\"nom_8\": \"5013e2094\", \"support\": 286, \"avg_response\": 5.9020979020979025}, {\"nom_8\": \"beacd1432\", \"support\": 286, \"avg_response\": 5.678321678321678}, {\"nom_8\": \"db3352558\", \"support\": 286, \"avg_response\": 5.433566433566433}, {\"nom_8\": \"6f08eb834\", \"support\": 285, \"avg_response\": 5.824561403508772}, {\"nom_8\": \"b7f127f12\", \"support\": 285, \"avg_response\": 5.796491228070176}, {\"nom_8\": \"9b6150ff9\", \"support\": 285, \"avg_response\": 5.617543859649123}, {\"nom_8\": \"0bda6bd36\", \"support\": 285, \"avg_response\": 5.2105263157894735}, {\"nom_8\": \"d1316ead6\", \"support\": 284, \"avg_response\": 5.947183098591549}, {\"nom_8\": \"0ec45f250\", \"support\": 283, \"avg_response\": 5.575971731448763}, {\"nom_8\": \"f0c4b003b\", \"support\": 282, \"avg_response\": 5.76241134751773}, {\"nom_8\": \"6091ae118\", \"support\": 282, \"avg_response\": 5.723404255319149}, {\"nom_8\": \"9c093c194\", \"support\": 281, \"avg_response\": 5.943060498220641}, {\"nom_8\": \"0f3836e8e\", \"support\": 281, \"avg_response\": 5.683274021352313}, {\"nom_8\": \"d9e105c14\", \"support\": 280, \"avg_response\": 6.196428571428571}, {\"nom_8\": \"3915fff41\", \"support\": 280, \"avg_response\": 5.996428571428571}, {\"nom_8\": \"cf61d0c57\", \"support\": 280, \"avg_response\": 5.739285714285714}, {\"nom_8\": \"f4e2b7052\", \"support\": 279, \"avg_response\": 5.433691756272402}, {\"nom_8\": \"01dfa4ee9\", \"support\": 279, \"avg_response\": 5.333333333333333}, {\"nom_8\": \"de9c9f684\", \"support\": 278, \"avg_response\": 6.226618705035971}, {\"nom_8\": \"c72b78ad7\", \"support\": 278, \"avg_response\": 5.960431654676259}, {\"nom_8\": \"053b5acae\", \"support\": 278, \"avg_response\": 5.654676258992806}, {\"nom_8\": \"a4ba24658\", \"support\": 278, \"avg_response\": 5.460431654676259}, {\"nom_8\": \"5ab5c0eaa\", \"support\": 278, \"avg_response\": 5.438848920863309}, {\"nom_8\": \"5213ff772\", \"support\": 277, \"avg_response\": 5.974729241877256}, {\"nom_8\": \"1abfd700c\", \"support\": 277, \"avg_response\": 5.783393501805054}, {\"nom_8\": \"e33c9683a\", \"support\": 277, \"avg_response\": 5.256317689530686}, {\"nom_8\": \"a666f7dc4\", \"support\": 276, \"avg_response\": 5.884057971014493}, {\"nom_8\": \"f7234f3a4\", \"support\": 276, \"avg_response\": 5.840579710144928}, {\"nom_8\": \"edfc6cc92\", \"support\": 276, \"avg_response\": 5.760869565217392}, {\"nom_8\": \"8a2663908\", \"support\": 275, \"avg_response\": 5.974545454545455}, {\"nom_8\": \"5fc70d251\", \"support\": 275, \"avg_response\": 5.930909090909091}, {\"nom_8\": \"8a9cb6fd2\", \"support\": 275, \"avg_response\": 5.84}, {\"nom_8\": \"63572f4db\", \"support\": 274, \"avg_response\": 6.032846715328467}, {\"nom_8\": \"4d70170c4\", \"support\": 274, \"avg_response\": 6.029197080291971}, {\"nom_8\": \"dab3adf54\", \"support\": 274, \"avg_response\": 5.927007299270073}, {\"nom_8\": \"afbb3506a\", \"support\": 274, \"avg_response\": 5.481751824817518}, {\"nom_8\": \"4bbe95f85\", \"support\": 273, \"avg_response\": 6.124542124542124}, {\"nom_8\": \"e9e0e972d\", \"support\": 273, \"avg_response\": 5.915750915750916}, {\"nom_8\": \"c9180665d\", \"support\": 273, \"avg_response\": 5.8791208791208796}, {\"nom_8\": \"9ed47e9be\", \"support\": 273, \"avg_response\": 5.553113553113553}, {\"nom_8\": \"c389000ab\", \"support\": 271, \"avg_response\": 5.453874538745388}, {\"nom_8\": \"2c15d0173\", \"support\": 271, \"avg_response\": 5.413284132841328}, {\"nom_8\": \"b14330b87\", \"support\": 270, \"avg_response\": 6.048148148148148}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 343.29}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fcc5f18e570ecbc7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fcc5f18e570ecbc7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f1ba7b0c321ffd5d4042d7037024e7aea9995440 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fcc5f18e570ecbc7/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:37:57.908854+00:00", + "ended_at": "2026-05-04T07:37:58.257760+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_fcc5f18e570ecbc7", + "problem_id": "v2p_c14_8701649a1add5249", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=month, key_col=nom_8.", + "bindings": { + "key_col": "nom_8", + "measure_col": "month", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=19", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 19, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_fcc5f18e570ecbc7.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fcc5f18e570ecbc7/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fcc5f18e570ecbc7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fcc5f18e570ecbc7/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..828b4f74b6edd662b57fa16dcd8b2950ebf39599 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11849, "bytes_utf8": 11849, "lines": 396, "estimated_tokens": 3831}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": 126}, "usage": {"input_tokens": 23920, "cached_input_tokens": 3456, "output_tokens": 150}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..53c49493191c7b9baa78d83dc3ced61102469628 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_fd1378857fd16f30", + "api_calls": 0, + "input_tokens": 23920, + "cached_input_tokens": 3456, + "output_tokens": 150, + "total_tokens": 24070, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3831, + "estimated_output_tokens": 126, + "estimated_total_tokens": 3957, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13042.89, + "sql_execution_elapsed_ms_total": 450.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_fd1378857fd16f30\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..239a283933994915aa559e2d808df52e5f86c9b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:29:22.989278+00:00", + "ended_at": "2026-05-04T07:29:36.031991+00:00", + "elapsed_ms": 13042.89, + "prompt_metrics": { + "chars": 11849, + "bytes_utf8": 11849, + "lines": 396, + "estimated_tokens": 3831 + }, + "stdout_metrics": { + "chars": 742, + "bytes_utf8": 742, + "lines": 4, + "estimated_tokens": 236 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13226 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 411, + "bytes_utf8": 411, + "lines": 1, + "estimated_tokens": 126 + }, + "usage": { + "input_tokens": 23920, + "cached_input_tokens": 3456, + "output_tokens": 150 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e832bf21f9c2b931f515dd7af917a06b69afd522 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ord_0, group_col_2=ord_2.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "ord_0", + "group_col_2": "ord_2", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..750479511fa8f08366296da8deecd032ac147343 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e4-48b3-7e52-8977-0b550def4780"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_0\\\",\\n \\\"ord_2\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\", \\\"ord_2\\\"\\nORDER BY support ASC, \\\"ord_0\\\", \\\"ord_2\\\"\\nLIMIT 11;\",\"notes\":\"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=ord_0, group_col_2=ord_2, table=c14, and top_k=11. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23920,"cached_input_tokens":3456,"output_tokens":150}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0339b9703d972109d3451306a15e51b8b170f8e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_0\",\n \"ord_2\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"ord_0\", \"ord_2\"\nORDER BY support ASC, \"ord_0\", \"ord_2\"\nLIMIT 11;","notes":"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=ord_0, group_col_2=ord_2, table=c14, and top_k=11. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af41599b40939f56532f7acad3338560de60f052 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:29:23.188306Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:29:25.609728Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:29:35.204583Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..104795be866bbca3b64e7b6d4d94bfd3a1da69c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ord_0, group_col_2=ord_2. +Result preview: [{"ord_0": "3", "ord_2": "Warm", "support": 2532}, {"ord_0": "3", "ord_2": "Hot", "support": 2812}, {"ord_0": "2", "ord_2": "Warm", "support": 4331}, {"ord_0": "3", "ord_2": "Cold", "support": 4343}, {"ord_0": "2", "ord_2": "Hot", "support": 4991}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0a781c3ab52a09bac578daa00d231042fb1b40db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_fd1378857fd16f30 +-- problem_id: v2p_c14_8252786435b85cae +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_0", + "ord_2", + COUNT(*) AS support +FROM "c14" +GROUP BY "ord_0", "ord_2" +ORDER BY support ASC, "ord_0", "ord_2" +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ea1f7c7cda8345f7e57f0be50a1197eff065641 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_0\",\n \"ord_2\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"ord_0\", \"ord_2\"\nORDER BY support ASC, \"ord_0\", \"ord_2\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_0\\\",\\n \\\"ord_2\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\", \\\"ord_2\\\"\\nORDER BY support ASC, \\\"ord_0\\\", \\\"ord_2\\\"\\nLIMIT 11;\", \"columns\": [\"ord_0\", \"ord_2\", \"support\"], \"rows\": [{\"ord_0\": \"3\", \"ord_2\": \"Warm\", \"support\": 2532}, {\"ord_0\": \"3\", \"ord_2\": \"Hot\", \"support\": 2812}, {\"ord_0\": \"2\", \"ord_2\": \"Warm\", \"support\": 4331}, {\"ord_0\": \"3\", \"ord_2\": \"Cold\", \"support\": 4343}, {\"ord_0\": \"2\", \"ord_2\": \"Hot\", \"support\": 4991}, {\"ord_0\": \"2\", \"ord_2\": \"Cold\", \"support\": 7611}, {\"ord_0\": \"3\", \"ord_2\": \"Boiling Hot\", \"support\": 7776}, {\"ord_0\": \"3\", \"ord_2\": \"Lava Hot\", \"support\": 8282}, {\"ord_0\": \"1\", \"ord_2\": \"Warm\", \"support\": 12791}, {\"ord_0\": \"3\", \"ord_2\": \"Freezing\", \"support\": 12971}, {\"ord_0\": \"2\", \"ord_2\": \"Boiling Hot\", \"support\": 13466}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 450.03}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..77c9da42f69b6a20d3c14ae48a3855cccebbb554 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:29:22.930969+00:00", + "ended_at": "2026-05-04T07:29:36.510322+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_fd1378857fd16f30", + "problem_id": "v2p_c14_8252786435b85cae", + "dataset_id": "c14", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ord_0, group_col_2=ord_2.", + "bindings": { + "group_col": "ord_0", + "group_col_2": "ord_2", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=126" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_fd1378857fd16f30.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_fd1378857fd16f30", + "api_calls": 0, + "input_tokens": 23920, + "cached_input_tokens": 3456, + "output_tokens": 150, + "total_tokens": 24070, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3831, + "estimated_output_tokens": 126, + "estimated_total_tokens": 3957, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13042.89, + "sql_execution_elapsed_ms_total": 450.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_fd1378857fd16f30\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d79e8ce1d7059469588cb2726ad8dd20781a211b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd1378857fd16f30/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:29:36.049984+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13042.89, "started_at": "2026-05-04T07:29:22.989278+00:00", "ended_at": "2026-05-04T07:29:36.031991+00:00", "prompt_metrics": {"chars": 11849, "bytes_utf8": 11849, "lines": 396, "estimated_tokens": 3831}, "response_metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": 126}, "usage": {"input_tokens": 23920, "cached_input_tokens": 3456, "output_tokens": 150}, "stderr_preview": "2026-05-04T07:29:23.188306Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:29:25.609728Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=nom_2, condition_col=ord_0.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "nom_2", + "condition_col": "ord_0", + "condition_value": "2", + "positive_value": "1", + "negative_value": "2", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd9dfb9625ed0eb0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd9dfb9625ed0eb0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fd8541eef16151e1bba7dac8bb932cd79fb80fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd9dfb9625ed0eb0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c6-8f0b-7ca0-b697-897a82fea1dc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_2\\\",\\n AVG(CASE WHEN \\\"ord_0\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"nom_2\\\", condition_col=\\\"ord_0\\\", and condition_value='2'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23905,"cached_input_tokens":19840,"output_tokens":129}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd9dfb9625ed0eb0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd9dfb9625ed0eb0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0648e5dd4ae071befd86ce38a4c9ff7d1149fdf4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd9dfb9625ed0eb0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_2\",\n AVG(CASE WHEN \"ord_0\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_2\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"nom_2\", condition_col=\"ord_0\", and condition_value='2'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd9dfb9625ed0eb0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd9dfb9625ed0eb0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..def94f203a10365e0cf99ce309c2c15caef1bb27 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd9dfb9625ed0eb0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:56:55.115449Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:56:57.404443Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:57:04.882008Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd9dfb9625ed0eb0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd9dfb9625ed0eb0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e50985dd6664c1de7e91305fdac5ac0edaadee8b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd9dfb9625ed0eb0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=nom_2, condition_col=ord_0. +Result preview: [{"nom_2": "Dog", "condition_rate": 0.2253498557846384}, {"nom_2": "Axolotl", "condition_rate": 0.22260349789683417}, {"nom_2": "Lion", "condition_rate": 0.2212744952860457}, {"nom_2": "Snake", "condition_rate": 0.22123143174057722}, {"nom_2": "Cat", "condition_rate": 0.21975875470710243}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd9dfb9625ed0eb0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd9dfb9625ed0eb0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..93feed2d9e8e26940b6e9b9ccd13ed345123b3aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd9dfb9625ed0eb0/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_fd9dfb9625ed0eb0 +-- problem_id: v2p_c14_1ff4101e28b18175 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", + AVG(CASE WHEN "ord_0" = '2' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_2" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd9dfb9625ed0eb0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd9dfb9625ed0eb0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..abf99350e5c54078116eb7e1d7139a451e250aa9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd9dfb9625ed0eb0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_2\",\n AVG(CASE WHEN \"ord_0\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_2\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_2\\\",\\n AVG(CASE WHEN \\\"ord_0\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"nom_2\", \"condition_rate\"], \"rows\": [{\"nom_2\": \"Dog\", \"condition_rate\": 0.2253498557846384}, {\"nom_2\": \"Axolotl\", \"condition_rate\": 0.22260349789683417}, {\"nom_2\": \"Lion\", \"condition_rate\": 0.2212744952860457}, {\"nom_2\": \"Snake\", \"condition_rate\": 0.22123143174057722}, {\"nom_2\": \"Cat\", \"condition_rate\": 0.21975875470710243}, {\"nom_2\": \"Hamster\", \"condition_rate\": 0.2189778546478109}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 285.78}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd9dfb9625ed0eb0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd9dfb9625ed0eb0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7906a6fcc4eec43515137fd98a68dbacf373b977 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd9dfb9625ed0eb0/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:56:54.815348+00:00", + "ended_at": "2026-05-04T06:57:05.895739+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_fd9dfb9625ed0eb0", + "problem_id": "v2p_c14_1ff4101e28b18175", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=nom_2, condition_col=ord_0.", + "bindings": { + "group_col": "nom_2", + "condition_col": "ord_0", + "condition_value": "2", + "positive_value": "1", + "negative_value": "2", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_fd9dfb9625ed0eb0.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_fd9dfb9625ed0eb0", + "api_calls": 0, + "input_tokens": 23905, + "cached_input_tokens": 19840, + "output_tokens": 129, + "total_tokens": 24034, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3814, + "estimated_output_tokens": 113, + "estimated_total_tokens": 3927, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10708.68, + "sql_execution_elapsed_ms_total": 285.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_fd9dfb9625ed0eb0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd9dfb9625ed0eb0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd9dfb9625ed0eb0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..613b2b98b046da2daea3ae1b921b22e0a9b06c7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_fd9dfb9625ed0eb0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:57:05.588395+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10708.68, "started_at": "2026-05-04T06:56:54.870686+00:00", "ended_at": "2026-05-04T06:57:05.574912+00:00", "prompt_metrics": {"chars": 11925, "bytes_utf8": 11925, "lines": 399, "estimated_tokens": 3814}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 23905, "cached_input_tokens": 19840, "output_tokens": 129}, "stderr_preview": "2026-05-04T06:56:55.115449Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:56:57.404443Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=nom_4, group_col_2=ord_3.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "nom_4", + "group_col_2": "ord_3", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff6e1a512553c71c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff6e1a512553c71c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c2069264cceba45a3ab7ac7f1ed42aaa5832a6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff6e1a512553c71c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e2-a810-72f3-8bd1-77394e5df4f0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"nom_4\\\",\\n \\\"ord_3\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\", \\\"ord_3\\\"\\nORDER BY support ASC, \\\"nom_4\\\", \\\"ord_3\\\"\\nLIMIT 10;\",\"notes\":\"Used the planned Pairwise Sparse Slice Count template with fixed bindings group_col=nom_4, group_col_2=ord_3, and top_k=10 on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23921,"cached_input_tokens":19840,"output_tokens":139}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff6e1a512553c71c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff6e1a512553c71c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e299b51d641745c28712f02f5d06ed4af586179b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff6e1a512553c71c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"nom_4\",\n \"ord_3\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"nom_4\", \"ord_3\"\nORDER BY support ASC, \"nom_4\", \"ord_3\"\nLIMIT 10;","notes":"Used the planned Pairwise Sparse Slice Count template with fixed bindings group_col=nom_4, group_col_2=ord_3, and top_k=10 on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff6e1a512553c71c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff6e1a512553c71c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..320005438c6bf0c1dbb3d9ff9543d3c5560e86f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff6e1a512553c71c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:27:36.520968Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:27:38.852608Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:27:46.162543Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff6e1a512553c71c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff6e1a512553c71c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e81317f0ef1d7b1a4fde184711a331faff99ebfc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff6e1a512553c71c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=nom_4, group_col_2=ord_3. +Result preview: [{"nom_4": "Theremin", "ord_3": "m", "support": 61}, {"nom_4": "Bassoon", "ord_3": "m", "support": 74}, {"nom_4": "Oboe", "ord_3": "m", "support": 95}, {"nom_4": "Piano", "ord_3": "m", "support": 98}, {"nom_4": "Theremin", "ord_3": "n", "support": 758}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff6e1a512553c71c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff6e1a512553c71c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6509be1d71c8284e49494bcade8bc5ba3d0b7332 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff6e1a512553c71c/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_ff6e1a512553c71c +-- problem_id: v2p_c14_c08ba8cb9e0b27fc +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_4", + "ord_3", + COUNT(*) AS support +FROM "c14" +GROUP BY "nom_4", "ord_3" +ORDER BY support ASC, "nom_4", "ord_3" +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff6e1a512553c71c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff6e1a512553c71c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cdceb73b85802504bec95936769bf321dc60a6fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff6e1a512553c71c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"nom_4\",\n \"ord_3\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"nom_4\", \"ord_3\"\nORDER BY support ASC, \"nom_4\", \"ord_3\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"nom_4\\\",\\n \\\"ord_3\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\", \\\"ord_3\\\"\\nORDER BY support ASC, \\\"nom_4\\\", \\\"ord_3\\\"\\nLIMIT 10;\", \"columns\": [\"nom_4\", \"ord_3\", \"support\"], \"rows\": [{\"nom_4\": \"Theremin\", \"ord_3\": \"m\", \"support\": 61}, {\"nom_4\": \"Bassoon\", \"ord_3\": \"m\", \"support\": 74}, {\"nom_4\": \"Oboe\", \"ord_3\": \"m\", \"support\": 95}, {\"nom_4\": \"Piano\", \"ord_3\": \"m\", \"support\": 98}, {\"nom_4\": \"Theremin\", \"ord_3\": \"n\", \"support\": 758}, {\"nom_4\": \"Bassoon\", \"ord_3\": \"n\", \"support\": 926}, {\"nom_4\": \"Piano\", \"ord_3\": \"n\", \"support\": 1111}, {\"nom_4\": \"Oboe\", \"ord_3\": \"n\", \"support\": 1219}, {\"nom_4\": \"Theremin\", \"ord_3\": \"c\", \"support\": 1256}, {\"nom_4\": \"Theremin\", \"ord_3\": \"d\", \"support\": 1471}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 451.07}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff6e1a512553c71c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff6e1a512553c71c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..49ba9c95621e1995dc9631c41c0f459e0b74ac15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff6e1a512553c71c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:27:36.213550+00:00", + "ended_at": "2026-05-04T07:27:47.606524+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ff6e1a512553c71c", + "problem_id": "v2p_c14_c08ba8cb9e0b27fc", + "dataset_id": "c14", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=nom_4, group_col_2=ord_3.", + "bindings": { + "group_col": "nom_4", + "group_col_2": "ord_3", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=120" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_ff6e1a512553c71c.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ff6e1a512553c71c", + "api_calls": 0, + "input_tokens": 23921, + "cached_input_tokens": 19840, + "output_tokens": 139, + "total_tokens": 24060, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3832, + "estimated_output_tokens": 123, + "estimated_total_tokens": 3955, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10860.32, + "sql_execution_elapsed_ms_total": 451.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_ff6e1a512553c71c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff6e1a512553c71c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff6e1a512553c71c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9bb327ee45b18c3680ad0788a92d1a05679dab9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff6e1a512553c71c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:27:47.145758+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10860.32, "started_at": "2026-05-04T07:27:36.265998+00:00", "ended_at": "2026-05-04T07:27:47.126035+00:00", "prompt_metrics": {"chars": 11854, "bytes_utf8": 11854, "lines": 396, "estimated_tokens": 3832}, "response_metrics": {"chars": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 23921, "cached_input_tokens": 19840, "output_tokens": 139}, "stderr_preview": "2026-05-04T07:27:36.520968Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:27:38.852608Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ord_2, condition_col=bin_0.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ord_2", + "condition_col": "bin_0", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff8da290f117b0d8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff8da290f117b0d8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f28be2e84f764a9761a4ee38e715a143207c25d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff8da290f117b0d8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c8-569b-7472-88a2-270cecb84152"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_2\\\",\\n AVG(CASE WHEN \\\"bin_0\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"ord_2\\\" and condition_col=\\\"bin_0\\\", binding condition_value to '1' in SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23904,"cached_input_tokens":19840,"output_tokens":123}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff8da290f117b0d8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff8da290f117b0d8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b2458e34a8cea54745ea15997134dc1faa70304 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff8da290f117b0d8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_2\",\n AVG(CASE WHEN \"bin_0\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_2\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"ord_2\" and condition_col=\"bin_0\", binding condition_value to '1' in SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff8da290f117b0d8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff8da290f117b0d8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3e3c7944c1db3509c89bc786c291225e8a6780e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff8da290f117b0d8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:58:51.780948Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:58:54.276396Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:59:04.349080Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff8da290f117b0d8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff8da290f117b0d8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a3bfbc5352145fc6b4a8c13db8ef567e4893f26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff8da290f117b0d8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ord_2, condition_col=bin_0. +Result preview: [{"ord_2": "Hot", "condition_rate": 0.12975210329779097}, {"ord_2": "Lava Hot", "condition_rate": 0.12855980471928397}, {"ord_2": "Cold", "condition_rate": 0.1283463634209903}, {"ord_2": "Freezing", "condition_rate": 0.12730423980123426}, {"ord_2": "Boiling Hot", "condition_rate": 0.1266597390601547}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff8da290f117b0d8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff8da290f117b0d8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..928c5ccf5300b71a9d4f6620e56f89f68b6d8526 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff8da290f117b0d8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_ff8da290f117b0d8 +-- problem_id: v2p_c14_913d94874142faae +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", + AVG(CASE WHEN "bin_0" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_2" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff8da290f117b0d8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff8da290f117b0d8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00ee5b62539974e849f62dec80fa1534338881e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff8da290f117b0d8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_2\",\n AVG(CASE WHEN \"bin_0\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_2\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_2\\\",\\n AVG(CASE WHEN \\\"bin_0\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"ord_2\", \"condition_rate\"], \"rows\": [{\"ord_2\": \"Hot\", \"condition_rate\": 0.12975210329779097}, {\"ord_2\": \"Lava Hot\", \"condition_rate\": 0.12855980471928397}, {\"ord_2\": \"Cold\", \"condition_rate\": 0.1283463634209903}, {\"ord_2\": \"Freezing\", \"condition_rate\": 0.12730423980123426}, {\"ord_2\": \"Boiling Hot\", \"condition_rate\": 0.1266597390601547}, {\"ord_2\": \"Warm\", \"condition_rate\": 0.12368983413045691}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 289.24}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff8da290f117b0d8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff8da290f117b0d8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bcbd2ef4b45b8590c6b4906d4f25374e4747a741 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff8da290f117b0d8/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T06:58:51.425617+00:00", + "ended_at": "2026-05-04T06:59:05.514281+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ff8da290f117b0d8", + "problem_id": "v2p_c14_913d94874142faae", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ord_2, condition_col=bin_0.", + "bindings": { + "group_col": "ord_2", + "condition_col": "bin_0", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_ff8da290f117b0d8.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ff8da290f117b0d8", + "api_calls": 0, + "input_tokens": 23904, + "cached_input_tokens": 19840, + "output_tokens": 123, + "total_tokens": 24027, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3813, + "estimated_output_tokens": 107, + "estimated_total_tokens": 3920, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13711.13, + "sql_execution_elapsed_ms_total": 289.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_ff8da290f117b0d8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff8da290f117b0d8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff8da290f117b0d8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d01dfe44ae611a3f74b001db313f8e7942fa26e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ff8da290f117b0d8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:59:05.207434+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13711.13, "started_at": "2026-05-04T06:58:51.478069+00:00", "ended_at": "2026-05-04T06:59:05.189160+00:00", "prompt_metrics": {"chars": 11929, "bytes_utf8": 11929, "lines": 399, "estimated_tokens": 3813}, "response_metrics": {"chars": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 23904, "cached_input_tokens": 19840, "output_tokens": 123}, "stderr_preview": "2026-05-04T06:58:51.780948Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:58:54.276396Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_1, measure_col=month.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "bin_1", + "measure_col": "month", + "entity_col": "nom_7", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ffe06068ccc7b152/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ffe06068ccc7b152/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..26ac44de54742de984ef314e09bd329569b8959a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ffe06068ccc7b152/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d9-3e56-7f23-b888-074ddce41544"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_1\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"month\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_7\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Grouped Summary Top-k template with group_col=\\\"bin_1\\\", measure_col=\\\"month\\\", entity_col=\\\"nom_7\\\", and top_k=11. Cast \\\"month\\\" to REAL so AVG is explicitly numeric in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":22912,"output_tokens":174}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ffe06068ccc7b152/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ffe06068ccc7b152/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d331c74d9f505b86aa8dd93e622aa516ca4e9780 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ffe06068ccc7b152/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_1\",\n COUNT(*) AS support,\n AVG(CAST(\"month\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_7\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_1\"\nORDER BY support DESC\nLIMIT 11;","notes":"Used the provided Grouped Summary Top-k template with group_col=\"bin_1\", measure_col=\"month\", entity_col=\"nom_7\", and top_k=11. Cast \"month\" to REAL so AVG is explicitly numeric in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ffe06068ccc7b152/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ffe06068ccc7b152/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0e2c4f16cef09ad81a66581b7d3fce0b6bbb1d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ffe06068ccc7b152/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:17:19.659217Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:17:22.035879Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:17:34.218979Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ffe06068ccc7b152/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ffe06068ccc7b152/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..689070f0da09aeab000706305a555c2cf2480297 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ffe06068ccc7b152/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_1, measure_col=month. +Result preview: [{"bin_1": "0", "support": 223018, "avg_measure": 5.7740810158821265, "distinct_entities": 1220}, {"bin_1": "1", "support": 76982, "avg_measure": 5.762515912810787, "distinct_entities": 1215}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ffe06068ccc7b152/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ffe06068ccc7b152/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c822d2e9a89495a044232f99c03de46a68f317a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ffe06068ccc7b152/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_ffe06068ccc7b152 +-- problem_id: v2p_c14_cd20d7ea452b3ad7 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", + COUNT(*) AS support, + AVG(CAST("month" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_7") AS distinct_entities +FROM "c14" +GROUP BY "bin_1" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ffe06068ccc7b152/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ffe06068ccc7b152/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3fd1074b8ba9eeb568fd372b7dce2c40b3518e5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ffe06068ccc7b152/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_1\",\n COUNT(*) AS support,\n AVG(CAST(\"month\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_7\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_1\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_1\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"month\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_7\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"bin_1\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"bin_1\": \"0\", \"support\": 223018, \"avg_measure\": 5.7740810158821265, \"distinct_entities\": 1220}, {\"bin_1\": \"1\", \"support\": 76982, \"avg_measure\": 5.762515912810787, \"distinct_entities\": 1215}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 388.3}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ffe06068ccc7b152/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ffe06068ccc7b152/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ef5dc2b643df5b299fec689a5707ceabedd44271 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ffe06068ccc7b152/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "c14", + "started_at": "2026-05-04T07:17:19.368084+00:00", + "ended_at": "2026-05-04T07:17:35.404616+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ffe06068ccc7b152", + "problem_id": "v2p_c14_cd20d7ea452b3ad7", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_1, measure_col=month.", + "bindings": { + "group_col": "bin_1", + "measure_col": "month", + "entity_col": "nom_7", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\sql\\v2q_c14_ffe06068ccc7b152.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ffe06068ccc7b152", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 174, + "total_tokens": 24088, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 134, + "estimated_total_tokens": 3959, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15519.54, + "sql_execution_elapsed_ms_total": 388.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\c14\\artifacts\\v2q_c14_ffe06068ccc7b152\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ffe06068ccc7b152/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ffe06068ccc7b152/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d80148165228dbd5acb69a756c9eb97aa25157c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/artifacts/v2q_c14_ffe06068ccc7b152/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:17:34.996086+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15519.54, "started_at": "2026-05-04T07:17:19.423488+00:00", "ended_at": "2026-05-04T07:17:34.943434+00:00", "prompt_metrics": {"chars": 11970, "bytes_utf8": 11970, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 490, "bytes_utf8": 490, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 174}, "stderr_preview": "2026-05-04T07:17:19.659217Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:17:22.035879Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_021612fa75b757e8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_021612fa75b757e8.sql new file mode 100644 index 0000000000000000000000000000000000000000..8fb1f281fdc807f0294c71f9d1833baa75a87f85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_021612fa75b757e8.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_021612fa75b757e8 +-- problem_id: v2p_c14_6462d99e500be61c +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", + COUNT(*) AS support, + AVG(CAST("day" AS REAL)) AS avg_measure, + COUNT(DISTINCT "ord_4") AS distinct_entities +FROM "c14" +GROUP BY "ord_4" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_021971a8483b37fa.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_021971a8483b37fa.sql new file mode 100644 index 0000000000000000000000000000000000000000..3b653d1b7337fed2563fd7381eb9edcf9c001aa8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_021971a8483b37fa.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_021971a8483b37fa +-- problem_id: v2p_c14_e8f06cd6fcd56f8b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_6", + COUNT(*) AS support, + AVG("ord_0") AS avg_response +FROM "c14" +GROUP BY "nom_6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_03087045eef3a8a8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_03087045eef3a8a8.sql new file mode 100644 index 0000000000000000000000000000000000000000..5658dcd71ae093f0cd80b3f472d65ca7742cd24e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_03087045eef3a8a8.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_03087045eef3a8a8 +-- problem_id: v2p_c14_2ef64349d2f16311 +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_3", + COUNT(*) AS support +FROM "c14" +GROUP BY "bin_3" +ORDER BY support ASC, "bin_3" +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_030fdc5c1d5a9440.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_030fdc5c1d5a9440.sql new file mode 100644 index 0000000000000000000000000000000000000000..fbeb3fe29f1b487b7d2598c45cfdba4c170eae6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_030fdc5c1d5a9440.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c14_030fdc5c1d5a9440 +-- problem_id: v2p_c14_d1bb355110eb5ff8 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "bin_1", COUNT(*) AS row_count +FROM "c14" +WHERE CAST("id" AS REAL) >= 172611.0 +GROUP BY "bin_0", "bin_1" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_031ac587f7367a7c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_031ac587f7367a7c.sql new file mode 100644 index 0000000000000000000000000000000000000000..c77c490d85958098f9b35bf3bffc0f5b69340ae4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_031ac587f7367a7c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_031ac587f7367a7c +-- problem_id: v2p_c14_be8d1586b1b6e203 +-- realization_mode: agent +-- source_kind: agent +SELECT "target", + COUNT(*) AS support, + AVG(CAST("ord_0" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_5") AS distinct_entities +FROM "c14" +GROUP BY "target" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_05817e8a34d66bb9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_05817e8a34d66bb9.sql new file mode 100644 index 0000000000000000000000000000000000000000..a609087ad28569d2d92abb55b95a924b4479dd0c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_05817e8a34d66bb9.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_05817e8a34d66bb9 +-- problem_id: v2p_c14_a5b208927b7b5810 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_2", + COUNT(*) AS support +FROM "c14" +GROUP BY "nom_2" +ORDER BY support ASC, "nom_2" +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_058c6da66a0c7378.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_058c6da66a0c7378.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e6aee92cfa3c81a17c2a11c1ac7551453417ec7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_058c6da66a0c7378.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_058c6da66a0c7378 +-- problem_id: v2p_c14_f8998739db4b421a +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_2", + COUNT(*) AS support +FROM "c14" +GROUP BY "bin_2" +ORDER BY support ASC, "bin_2" +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_060ed840f76d1bea.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_060ed840f76d1bea.sql new file mode 100644 index 0000000000000000000000000000000000000000..e745f3e43aa4749ec49dd9bc18e43a0f8648f3d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_060ed840f76d1bea.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_060ed840f76d1bea +-- problem_id: v2p_c14_a2b3deeb636839e9 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_2" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "bin_2" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_061ee8bedb20320f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_061ee8bedb20320f.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b4b60dbffc88928f664420e742942ae799ad0c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_061ee8bedb20320f.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_061ee8bedb20320f +-- problem_id: v2p_c14_28bcfa5b05633f28 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_1" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "bin_1" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_069cdb4d85f1eab6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_069cdb4d85f1eab6.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba6636dd41c3c7ff570c4f2cd93b03c2d4ad67b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_069cdb4d85f1eab6.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_069cdb4d85f1eab6 +-- problem_id: v2p_c14_3690cad4aa56eb87 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "month" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "month" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_06e97b7c62316d2a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_06e97b7c62316d2a.sql new file mode 100644 index 0000000000000000000000000000000000000000..dec8b14c4bc0cc5edc5601a6019fb949c0db0fea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_06e97b7c62316d2a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_06e97b7c62316d2a +-- problem_id: v2p_c14_8885a97d1fd94e13 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_9", + COUNT(*) AS support, + AVG("id") AS avg_response +FROM "c14" +GROUP BY "nom_9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_06fbc90887941626.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_06fbc90887941626.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b0528e59dcba497b90cd0ac1e8ce1c78c67f761 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_06fbc90887941626.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_06fbc90887941626 +-- problem_id: v2p_c14_6b648c7675804fff +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_3", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "ord_3" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0704a89a2909c3c7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0704a89a2909c3c7.sql new file mode 100644 index 0000000000000000000000000000000000000000..6c1312ba54688179bdff55ee027175c2b88faeaa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0704a89a2909c3c7.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_0704a89a2909c3c7 +-- problem_id: v2p_c14_ceb2c48570bae08f +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_2", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_2" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_077b5b308a8903e7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_077b5b308a8903e7.sql new file mode 100644 index 0000000000000000000000000000000000000000..08dd831188726b71a48aeb195c939ac2ce71bcfc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_077b5b308a8903e7.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_077b5b308a8903e7 +-- problem_id: v2p_c14_0426eb695c14186d +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_4", + "ord_3", + COUNT(*) AS support +FROM "c14" +GROUP BY "nom_4", "ord_3" +ORDER BY support ASC, "nom_4", "ord_3" +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_086dd6ea6705bcd7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_086dd6ea6705bcd7.sql new file mode 100644 index 0000000000000000000000000000000000000000..e406c4b4dc364096e5314061d4f496bf2533d93d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_086dd6ea6705bcd7.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_086dd6ea6705bcd7 +-- problem_id: v2p_c14_ac0616ee4878771c +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_1", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_1" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_08e4a00c7029b038.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_08e4a00c7029b038.sql new file mode 100644 index 0000000000000000000000000000000000000000..bb538a0bc67fff39cff15593e42336a500f3ce32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_08e4a00c7029b038.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_08e4a00c7029b038 +-- problem_id: v2p_c14_a6d9627504cd0535 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "nom_4", + CAST("ord_0" AS REAL) AS "ord_0_num" + FROM "c14" + WHERE "bin_0" = '0' + AND "nom_4" IS NOT NULL + AND "ord_0" IS NOT NULL +), "ranked" AS ( + SELECT + "nom_4", + "ord_0_num", + ROW_NUMBER() OVER (PARTITION BY "nom_4" ORDER BY "ord_0_num") AS "rn", + COUNT(*) OVER (PARTITION BY "nom_4") AS "cnt" + FROM "filtered" +) +SELECT + "nom_4", + "ord_0_num" AS "conditional_percentile" +FROM "ranked" +WHERE "cnt" >= 5 + AND "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "conditional_percentile" DESC, "nom_4" +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0996c5d99e2a2eda.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0996c5d99e2a2eda.sql new file mode 100644 index 0000000000000000000000000000000000000000..b0552282ea6f056b00561c7412e1cbe29a0216bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0996c5d99e2a2eda.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_0996c5d99e2a2eda +-- problem_id: v2p_c14_a3df9c2b59d2f132 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_2" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_2" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0a95e140d3e45142.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0a95e140d3e45142.sql new file mode 100644 index 0000000000000000000000000000000000000000..75f72cafbe0179c8c6315125362f717f6c129639 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0a95e140d3e45142.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_0a95e140d3e45142 +-- problem_id: v2p_c14_88d7fe22e3f82826 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ord_5", + COUNT(*) AS support, + AVG("ord_0") AS avg_response +FROM "c14" +GROUP BY "ord_5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0e121e4fdb26c063.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0e121e4fdb26c063.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b60a11359adcbfe6ec895f509487c6a90cbc7a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0e121e4fdb26c063.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_0e121e4fdb26c063 +-- problem_id: v2p_c14_843ba02f0484e0cd +-- realization_mode: agent +-- source_kind: agent +SELECT "month", COUNT(*) AS row_count +FROM "c14" +GROUP BY "month" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0e1c6141f70dd948.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0e1c6141f70dd948.sql new file mode 100644 index 0000000000000000000000000000000000000000..5960e13c49967946fb4d37011bc80af399034ae1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0e1c6141f70dd948.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_0e1c6141f70dd948 +-- problem_id: v2p_c14_156077254e4b61e8 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_2", + CAST("day" AS REAL) AS "day_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_2" + ORDER BY CAST("day" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_2" + ) AS "cnt" + FROM "c14" + WHERE "ord_2" IS NOT NULL + AND "day" IS NOT NULL +), +"picked" AS ( + SELECT + "ord_2", + "day_value" AS "percentile_measure", + "cnt" + FROM "ranked" + WHERE "rn" = CAST((((9 * "cnt") + 9) / 10) AS INTEGER) +) +SELECT + "ord_2", + "percentile_measure" +FROM "picked" +WHERE "cnt" >= 5 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0e67c08e702568ba.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0e67c08e702568ba.sql new file mode 100644 index 0000000000000000000000000000000000000000..1f865c31153cbb9127d85d2f57100a12765adf5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0e67c08e702568ba.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_0e67c08e702568ba +-- problem_id: v2p_c14_dc9c7a310b9222c4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_9", + COUNT(*) AS support, + AVG("ord_0") AS avg_response +FROM "c14" +GROUP BY "nom_9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0eeb9a5b731c4295.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0eeb9a5b731c4295.sql new file mode 100644 index 0000000000000000000000000000000000000000..a19f989f55863a537b365fc41bdd543724542ada --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0eeb9a5b731c4295.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_0eeb9a5b731c4295 +-- problem_id: v2p_c14_d920d96edefd8a0e +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_4", + "day", + COUNT(*) AS "support" +FROM "c14" +GROUP BY "nom_4", "day" +ORDER BY "support" ASC, "nom_4", "day" +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0f366868b26bfce4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0f366868b26bfce4.sql new file mode 100644 index 0000000000000000000000000000000000000000..30835a552572467cfd0d85eb72028fc8a542edb0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0f366868b26bfce4.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_0f366868b26bfce4 +-- problem_id: v2p_c14_d9d4a12caf864f9b +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "day", + CAST("ord_0" AS INTEGER) AS "ord_0_num", + ROW_NUMBER() OVER ( + PARTITION BY "day" + ORDER BY CAST("ord_0" AS INTEGER) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "day" + ) AS "cnt" + FROM "c14" + WHERE "day" IS NOT NULL + AND "ord_0" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "day", + "ord_0_num", + "rn", + CAST((("cnt" * 9) + 9) / 10 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "day", + "ord_0_num" AS "percentile_measure" +FROM "percentile_rows" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC, "day" ASC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0f5bf43048d08fa2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0f5bf43048d08fa2.sql new file mode 100644 index 0000000000000000000000000000000000000000..34f5b4eff8ad9fd936c7e9afcc1781961c5d1c96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0f5bf43048d08fa2.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_0f5bf43048d08fa2 +-- problem_id: v2p_c14_2f351bec6416fdbe +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "target", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_0", "target" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0ffe2085a1f017fd.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0ffe2085a1f017fd.sql new file mode 100644 index 0000000000000000000000000000000000000000..728cdb3f1322f14a36493c98f460c55b4cc1079b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_0ffe2085a1f017fd.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_0ffe2085a1f017fd +-- problem_id: v2p_c14_f14f26cb6ff6081e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_6", + COUNT(*) AS support, + AVG("month") AS avg_response +FROM "c14" +GROUP BY "nom_6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_114cd3972f23808d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_114cd3972f23808d.sql new file mode 100644 index 0000000000000000000000000000000000000000..d0025ded1bb0b5c1eb520af8cfd8648370825a9d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_114cd3972f23808d.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_114cd3972f23808d +-- problem_id: v2p_c14_3e51de8131f7295e +-- realization_mode: agent +-- source_kind: agent +SELECT "day", COUNT(*) AS row_count +FROM "c14" +GROUP BY "day" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1238df0e39dde390.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1238df0e39dde390.sql new file mode 100644 index 0000000000000000000000000000000000000000..5d99fc0b499a7bf0058d0bb4ea5db01dbafa64a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1238df0e39dde390.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_1238df0e39dde390 +-- problem_id: v2p_c14_dbf988a1ae259591 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_3" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "bin_3" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_12d19edbe4941950.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_12d19edbe4941950.sql new file mode 100644 index 0000000000000000000000000000000000000000..b96723c8d37a643b5de632b6f266416913ffd637 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_12d19edbe4941950.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_12d19edbe4941950 +-- problem_id: v2p_c14_bab9485f223c7586 +-- realization_mode: agent +-- source_kind: agent +SELECT "month", + COUNT(*) AS support, + AVG("id") AS avg_measure, + COUNT(DISTINCT "id") AS distinct_entities +FROM "c14" +GROUP BY "month" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_133d5b3a67340fa4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_133d5b3a67340fa4.sql new file mode 100644 index 0000000000000000000000000000000000000000..2372cfcf601b81bca15e35b8ef226c3d630fe96f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_133d5b3a67340fa4.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_133d5b3a67340fa4 +-- problem_id: v2p_c14_a5c5e5b6e65495c2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_1" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_1" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_141b901a23a3d3ed.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_141b901a23a3d3ed.sql new file mode 100644 index 0000000000000000000000000000000000000000..34a5d27c37417d749e5fce108a16147ea18a96cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_141b901a23a3d3ed.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_141b901a23a3d3ed +-- problem_id: v2p_c14_ec4c8a6a4cfbf336 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_4" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "bin_4" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1605857838ecd555.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1605857838ecd555.sql new file mode 100644 index 0000000000000000000000000000000000000000..91badba5517f6eff46924a3afa4eeac7fdfc33c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1605857838ecd555.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_1605857838ecd555 +-- problem_id: v2p_c14_0fb4c1db0a6384b4 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", "bin_3", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_1", "bin_3" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_172b48d1b143e72a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_172b48d1b143e72a.sql new file mode 100644 index 0000000000000000000000000000000000000000..2daed454672d451a213daecad8de8c2ffc41dc17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_172b48d1b143e72a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_172b48d1b143e72a +-- problem_id: v2p_c14_c0303b5d3071991b +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "month", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_0", "month" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_18ed29e988bc7e7e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_18ed29e988bc7e7e.sql new file mode 100644 index 0000000000000000000000000000000000000000..d502431409b4d2f0cadef830b13e70b71352ec16 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_18ed29e988bc7e7e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_18ed29e988bc7e7e +-- problem_id: v2p_c14_38fa4386fea5ad2b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ord_4", + COUNT(*) AS support, + AVG("id") AS avg_response +FROM "c14" +GROUP BY "ord_4" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1ae4f9903da44455.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1ae4f9903da44455.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e7d52717979caa8921153cf65903599fa3628bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1ae4f9903da44455.sql @@ -0,0 +1,29 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_1ae4f9903da44455 +-- problem_id: v2p_c14_765f2ef28b742d4f +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", + AVG(CAST("id" AS REAL)) AS conditional_percentile +FROM ( + SELECT "bin_0", + "id", + ROW_NUMBER() OVER (PARTITION BY "bin_0" ORDER BY CAST("id" AS REAL)) AS rn, + COUNT(*) OVER (PARTITION BY "bin_0") AS cnt + FROM "c14" + WHERE "nom_1" = 'Polygon' +) +WHERE rn IN ( + CAST(((cnt - 1) * 0.9) AS INTEGER) + 1, + CAST(((cnt - 1) * 0.9 + 0.999999999) AS INTEGER) + 1 +) +GROUP BY "bin_0" +ORDER BY conditional_percentile DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1c51557fc45a01bd.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1c51557fc45a01bd.sql new file mode 100644 index 0000000000000000000000000000000000000000..52bd4d3df56f40203b257c2cff198f6504a178d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1c51557fc45a01bd.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_1c51557fc45a01bd +-- problem_id: v2p_c14_84d1bf6af5390482 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", + COUNT(*) AS support, + AVG("id") AS avg_measure, + COUNT(DISTINCT "nom_8") AS distinct_entities +FROM "c14" +GROUP BY "bin_2" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1c85d6989639a674.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1c85d6989639a674.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a22c9d98a89333a12f60b12d7ccfdd59b7824cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1c85d6989639a674.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_1c85d6989639a674 +-- problem_id: v2p_c14_61c539017cbef941 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", COUNT(*) AS row_count +FROM "c14" +GROUP BY "bin_1" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1c88509e0e02f4b0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1c88509e0e02f4b0.sql new file mode 100644 index 0000000000000000000000000000000000000000..376936edf6a531f238d7df918e0ee4d080968de0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1c88509e0e02f4b0.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c14_1c88509e0e02f4b0 +-- problem_id: v2p_c14_f836bdaa4a736feb +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", COUNT(DISTINCT "ord_4") AS distinct_entities +FROM "c14" +GROUP BY "nom_1" +ORDER BY distinct_entities DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1cf2e22dc18e4984.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1cf2e22dc18e4984.sql new file mode 100644 index 0000000000000000000000000000000000000000..d21a9830b912d4f648375cf80e0ba895c3efafa8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1cf2e22dc18e4984.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_1cf2e22dc18e4984 +-- problem_id: v2p_c14_12036ed867fb668a +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", + AVG(CASE WHEN "bin_1" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_3" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1d7d51732130c8dd.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1d7d51732130c8dd.sql new file mode 100644 index 0000000000000000000000000000000000000000..3b19a43bb3fad5f209e71e9f7c111bbf5e80d9d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1d7d51732130c8dd.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_1d7d51732130c8dd +-- problem_id: v2p_c14_579df44382bdb66c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "id", + COUNT(*) AS support, + AVG("month") AS avg_response +FROM "c14" +GROUP BY "id" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1fb4d70e9b2e9470.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1fb4d70e9b2e9470.sql new file mode 100644 index 0000000000000000000000000000000000000000..25a47bd829ad1ee96bc91076aef4af98ab5ef1ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_1fb4d70e9b2e9470.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_1fb4d70e9b2e9470 +-- problem_id: v2p_c14_94c8a7a2443d883e +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", COUNT(*) AS support +FROM "c14" +WHERE "nom_5" = '92190168b' +GROUP BY "nom_2" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_21b032f6f6ef0c78.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_21b032f6f6ef0c78.sql new file mode 100644 index 0000000000000000000000000000000000000000..90161b0504bda5f33c8232fd2035a43640c8e1d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_21b032f6f6ef0c78.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_21b032f6f6ef0c78 +-- problem_id: v2p_c14_9b2fd8e3da06dbe7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_2", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_2" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_21cc754048909f60.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_21cc754048909f60.sql new file mode 100644 index 0000000000000000000000000000000000000000..63495484d845f9600c941598ef53efbd99eedf44 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_21cc754048909f60.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_21cc754048909f60 +-- problem_id: v2p_c14_5f14a760f7f8e7d6 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_4" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_4" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_2530be700fa3be44.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_2530be700fa3be44.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2881880fd27c9b5e70f33377cc9e0739cedc862 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_2530be700fa3be44.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_2530be700fa3be44 +-- problem_id: v2p_c14_0af5aa5f8bf4d27f +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", COUNT(*) AS support +FROM "c14" +WHERE CAST("ord_0" AS REAL) >= 2.5 +GROUP BY "ord_2" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_2721b12f2107c867.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_2721b12f2107c867.sql new file mode 100644 index 0000000000000000000000000000000000000000..a983d20935b27eb23534bee11ba366f2a4d3da52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_2721b12f2107c867.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_2721b12f2107c867 +-- problem_id: v2p_c14_893641130cb2d327 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_1" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "bin_1" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_27a393380de1366d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_27a393380de1366d.sql new file mode 100644 index 0000000000000000000000000000000000000000..862947ed13cca8cb9db4100d099ccb934554f8bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_27a393380de1366d.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_27a393380de1366d +-- problem_id: v2p_c14_3f6c71b77021caa8 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_1" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_1" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_289561a98630c2bb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_289561a98630c2bb.sql new file mode 100644 index 0000000000000000000000000000000000000000..14f6a8374a73af5da2156c0b242380802218fde9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_289561a98630c2bb.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_289561a98630c2bb +-- problem_id: v2p_c14_9c314f6d2c0636a0 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", + AVG(CASE WHEN "ord_0" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_2" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_29f7a6eeb13cfbd0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_29f7a6eeb13cfbd0.sql new file mode 100644 index 0000000000000000000000000000000000000000..615079bbe263bc5c50e7a65c39d943fb3ace633d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_29f7a6eeb13cfbd0.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_29f7a6eeb13cfbd0 +-- problem_id: v2p_c14_3de9add30a7875a2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_7", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "c14" +GROUP BY "nom_7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_2bdc3b4599dc45b8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_2bdc3b4599dc45b8.sql new file mode 100644 index 0000000000000000000000000000000000000000..a35b9186d2e74682d2b10f8385c77e3277426a09 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_2bdc3b4599dc45b8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_2bdc3b4599dc45b8 +-- problem_id: v2p_c14_e8449c012ec712a1 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "target", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_0", "target" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_2e32ceb22eebf862.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_2e32ceb22eebf862.sql new file mode 100644 index 0000000000000000000000000000000000000000..85a9b76916009bf4450abd9f0da2bf6187e4ad7d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_2e32ceb22eebf862.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_2e32ceb22eebf862 +-- problem_id: v2p_c14_fe997b374e03ffda +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "nom_1", + CAST("day" AS REAL) AS "day_value" + FROM "c14" + WHERE "ord_2" = 'Lava Hot' + AND "nom_1" IS NOT NULL + AND "day" IS NOT NULL +), +"ranked" AS ( + SELECT + "nom_1", + "day_value", + ROW_NUMBER() OVER ( + PARTITION BY "nom_1" + ORDER BY "day_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_1" + ) AS "cnt" + FROM "filtered" +) +SELECT + "nom_1", + "day_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(((95 * "cnt") + 99) / 100 AS INTEGER) +ORDER BY "conditional_percentile" DESC, "nom_1" ASC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_2e7eb9d0562f83d2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_2e7eb9d0562f83d2.sql new file mode 100644 index 0000000000000000000000000000000000000000..3cc1df7b6fc2a4f3148fdfd45540ec430dbc7272 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_2e7eb9d0562f83d2.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_2e7eb9d0562f83d2 +-- problem_id: v2p_c14_4d3bc62e29daa5c0 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_0", + CAST("id" AS INTEGER) AS "id_num", + ROW_NUMBER() OVER ( + PARTITION BY "ord_0" + ORDER BY CAST("id" AS INTEGER) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "ord_0") AS "cnt" + FROM "c14" +) +SELECT + "ord_0", + "id_num" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_2fe8dc3774c5838a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_2fe8dc3774c5838a.sql new file mode 100644 index 0000000000000000000000000000000000000000..fb8809c112d68e22a7fb809184ec34aef582eff0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_2fe8dc3774c5838a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_2fe8dc3774c5838a +-- problem_id: v2p_c14_3620eaa6af746c6d +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_4", + "target", + COUNT(*) AS support +FROM "c14" +GROUP BY "nom_4", "target" +ORDER BY support ASC, "nom_4", "target" +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_3089ef82662fd60c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_3089ef82662fd60c.sql new file mode 100644 index 0000000000000000000000000000000000000000..40fa1e10740e80d8900bd4aa1f605cb3ae4c868c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_3089ef82662fd60c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_3089ef82662fd60c +-- problem_id: v2p_c14_895ff13b77b33595 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "month", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_0", "month" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_31208d11e2dede8b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_31208d11e2dede8b.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b799109e6460346382dc02b794cf8a7f0b95fd9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_31208d11e2dede8b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_31208d11e2dede8b +-- problem_id: v2p_c14_43098948549d5e9f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ord_5", + COUNT(*) AS support, + AVG("id") AS avg_response +FROM "c14" +GROUP BY "ord_5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_32810e3679b2afd7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_32810e3679b2afd7.sql new file mode 100644 index 0000000000000000000000000000000000000000..503616b2f337ec228a007237a6b0b28c932bcc45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_32810e3679b2afd7.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_32810e3679b2afd7 +-- problem_id: v2p_c14_84831592242516db +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "id", + COUNT(*) AS support, + AVG("ord_0") AS avg_response +FROM "c14" +GROUP BY "id" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_32cf6edb12f01438.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_32cf6edb12f01438.sql new file mode 100644 index 0000000000000000000000000000000000000000..ae168d013d316cf3f6dbabb5cbf1ac2b5f9c9de7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_32cf6edb12f01438.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c14_32cf6edb12f01438 +-- problem_id: v2p_c14_3e994522645ae227 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", COUNT(DISTINCT "nom_7") AS distinct_entities +FROM "c14" +GROUP BY "bin_3" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_32d1a6a63255fffe.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_32d1a6a63255fffe.sql new file mode 100644 index 0000000000000000000000000000000000000000..76f39840f93ee6ab5e31c90b1cd285559145a95d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_32d1a6a63255fffe.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_32d1a6a63255fffe +-- problem_id: v2p_c14_042ca0fa023ee04a +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", "bin_4", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_1", "bin_4" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_32eed765a7dd10b0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_32eed765a7dd10b0.sql new file mode 100644 index 0000000000000000000000000000000000000000..87d748e2441af85a2c5a2eb5da61458755e61280 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_32eed765a7dd10b0.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_32eed765a7dd10b0 +-- problem_id: v2p_c14_757a3541fd37fdb5 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", + AVG(CASE WHEN "bin_2" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_4" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_331ea1c1cd51fde3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_331ea1c1cd51fde3.sql new file mode 100644 index 0000000000000000000000000000000000000000..0cf090dd92ececad7551e1389fe8d09f771f8fee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_331ea1c1cd51fde3.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_331ea1c1cd51fde3 +-- problem_id: v2p_c14_9bdaa8ac456009c2 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", "bin_2", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_1", "bin_2" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_333a8d6147a74e08.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_333a8d6147a74e08.sql new file mode 100644 index 0000000000000000000000000000000000000000..61192610d8fd82565ae1976f61dcdda0ca1de751 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_333a8d6147a74e08.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_333a8d6147a74e08 +-- problem_id: v2p_c14_5519069b2bae98c8 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "bin_4", + CAST("id" AS INTEGER) AS "id_num" + FROM "c14" + WHERE "ord_0" = '1' + AND "id" IS NOT NULL +), "ranked" AS ( + SELECT + "bin_4", + "id_num", + ROW_NUMBER() OVER (PARTITION BY "bin_4" ORDER BY "id_num") AS "rn", + COUNT(*) OVER (PARTITION BY "bin_4") AS "cnt" + FROM "filtered" +) +SELECT + "bin_4", + MAX("id_num") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST(0.95 * "cnt" AS INTEGER) +GROUP BY "bin_4" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_3371856ee67b6482.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_3371856ee67b6482.sql new file mode 100644 index 0000000000000000000000000000000000000000..6c1a9ca4d25d34677105d52a437542424bf97273 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_3371856ee67b6482.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_3371856ee67b6482 +-- problem_id: v2p_c14_2758180a8963295d +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", + AVG(CASE WHEN "nom_4" = 'Oboe' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_1" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_3433f96fa36fda03.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_3433f96fa36fda03.sql new file mode 100644 index 0000000000000000000000000000000000000000..57dfffdaf66d8296780c14ee61ef430c064ba124 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_3433f96fa36fda03.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_3433f96fa36fda03 +-- problem_id: v2p_c14_8a346f977e0d8522 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", + COUNT(*) AS support, + AVG(CAST("day" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_6") AS distinct_entities +FROM "c14" +GROUP BY "bin_0" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_34554c6b1a13e5eb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_34554c6b1a13e5eb.sql new file mode 100644 index 0000000000000000000000000000000000000000..cd0213d54c2072d7195017a692e7c78bd2cd56d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_34554c6b1a13e5eb.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_34554c6b1a13e5eb +-- problem_id: v2p_c14_7f0727696f5663b1 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", "bin_3", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_1", "bin_3" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_3586dfc6ebdc064b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_3586dfc6ebdc064b.sql new file mode 100644 index 0000000000000000000000000000000000000000..61907b9d8c4768df1b6ab6414918abcaa4ee7d95 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_3586dfc6ebdc064b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_3586dfc6ebdc064b +-- problem_id: v2p_c14_7b6ad0195f8580b8 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_3", + AVG(CASE WHEN "ord_1" = 'Contributor' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_3" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_35d6d1ef00fe870f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_35d6d1ef00fe870f.sql new file mode 100644 index 0000000000000000000000000000000000000000..6c24cb60bd2fa12eb754ac7222c102284bff85c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_35d6d1ef00fe870f.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_35d6d1ef00fe870f +-- problem_id: v2p_c14_f2ff9b2c165adea8 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_3" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_3" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_36d38c76524cec9b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_36d38c76524cec9b.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce28c5d9bf085780fcce9e3e1400226c87e3301e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_36d38c76524cec9b.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_36d38c76524cec9b +-- problem_id: v2p_c14_25f70c7cbf5e2c19 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", COUNT(*) AS row_count +FROM "c14" +GROUP BY "ord_4" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_36dfa11818cba606.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_36dfa11818cba606.sql new file mode 100644 index 0000000000000000000000000000000000000000..4df92eb81a3dedf568cf8150d93e0a6c63fb2f09 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_36dfa11818cba606.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_36dfa11818cba606 +-- problem_id: v2p_c14_6144ddcf79f6dd8e +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "nom_0", + CAST("ord_0" AS REAL) AS "ord_0" + FROM "c14" + WHERE "ord_1" = 'Grandmaster' + AND "ord_0" IS NOT NULL +), +"ranked" AS ( + SELECT + "nom_0", + "ord_0", + ROW_NUMBER() OVER (PARTITION BY "nom_0" ORDER BY "ord_0") AS "rn", + COUNT(*) OVER (PARTITION BY "nom_0") AS "cnt" + FROM "filtered" +) +SELECT + "nom_0", + "ord_0" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_36ef3f65c6e3f293.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_36ef3f65c6e3f293.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d76753eff3b27f9758f388959b40dcd563c04cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_36ef3f65c6e3f293.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c14_36ef3f65c6e3f293 +-- problem_id: v2p_c14_c0e64b0430ff722b +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "nom_2", COUNT(*) AS row_count +FROM "c14" +WHERE "nom_0" = 'Blue' +GROUP BY "bin_0", "nom_2" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_3718c34e63916444.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_3718c34e63916444.sql new file mode 100644 index 0000000000000000000000000000000000000000..e407bfd2e472b062427a0b1810ab6d4f888cef6e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_3718c34e63916444.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_3718c34e63916444 +-- problem_id: v2p_c14_8c945b1106a85ea2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_0" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_0" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_37ddc5e6e917200b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_37ddc5e6e917200b.sql new file mode 100644 index 0000000000000000000000000000000000000000..7e7ad6ac6cfe278feec3f7665367968342487fe8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_37ddc5e6e917200b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_37ddc5e6e917200b +-- problem_id: v2p_c14_97ca81e058b7b55a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_5", + COUNT(*) AS support, + AVG("ord_0") AS avg_response +FROM "c14" +GROUP BY "nom_5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_3ae58cef097ce7a2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_3ae58cef097ce7a2.sql new file mode 100644 index 0000000000000000000000000000000000000000..472ae156840948718ce69de4cdac1411f87ca4ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_3ae58cef097ce7a2.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_3ae58cef097ce7a2 +-- problem_id: v2p_c14_29064e2860d9aacd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_1", + CAST("id" AS REAL) AS "id_num", + ROW_NUMBER() OVER ( + PARTITION BY "nom_1" + ORDER BY CAST("id" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_1" + ) AS "cnt" + FROM "c14" + WHERE "nom_1" IS NOT NULL + AND "id" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "nom_1", + "id_num" + FROM "ranked" + WHERE "rn" = CAST(((0.95 * "cnt") + 0.999999) AS INTEGER) +) +SELECT + "nom_1", + "id_num" AS "percentile_measure" +FROM "percentile_rows" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_3e10496a9f3cc800.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_3e10496a9f3cc800.sql new file mode 100644 index 0000000000000000000000000000000000000000..2912918b3d1e9e8fbd7660eecef7254b26516567 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_3e10496a9f3cc800.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_3e10496a9f3cc800 +-- problem_id: v2p_c14_efdc897fdfbb15d0 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_0", COUNT(*) AS support +FROM "c14" +WHERE "ord_2" = 'Hot' +GROUP BY "ord_0" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_3ef97cfb0e1df969.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_3ef97cfb0e1df969.sql new file mode 100644 index 0000000000000000000000000000000000000000..41aff843c07b3985980efbdc830cf470051eeaff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_3ef97cfb0e1df969.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_3ef97cfb0e1df969 +-- problem_id: v2p_c14_2c25e3b6d5037905 +-- realization_mode: agent +-- source_kind: agent +SELECT "target", COUNT(*) AS row_count +FROM "c14" +GROUP BY "target" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_40316f9dd99bb7a2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_40316f9dd99bb7a2.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d2bebcff0e70c29c748cc474147023075a9ecc8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_40316f9dd99bb7a2.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_40316f9dd99bb7a2 +-- problem_id: v2p_c14_48388dbc7952a46e +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_0", + COUNT(*) AS support +FROM "c14" +GROUP BY "bin_0" +ORDER BY support ASC, "bin_0" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_4042d99f3dd854cc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_4042d99f3dd854cc.sql new file mode 100644 index 0000000000000000000000000000000000000000..d342fa79e6d474ae2686a8e65fbd9dd118e2ba44 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_4042d99f3dd854cc.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_4042d99f3dd854cc +-- problem_id: v2p_c14_dd87019f247fc7c4 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", + COUNT(*) AS support, + AVG(CAST("ord_0" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_9") AS distinct_entities +FROM "c14" +GROUP BY "bin_3" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_419fdaab70ee388e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_419fdaab70ee388e.sql new file mode 100644 index 0000000000000000000000000000000000000000..5c60a9781c6b0fb971c94b3ff81685c672e9db6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_419fdaab70ee388e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_419fdaab70ee388e +-- problem_id: v2p_c14_c0e4a633d10610ef +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", + COUNT(*) AS support, + AVG(CAST("id" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_8") AS distinct_entities +FROM "c14" +GROUP BY "ord_2" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_4210bb5ded2f1816.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_4210bb5ded2f1816.sql new file mode 100644 index 0000000000000000000000000000000000000000..0822c1dff6d5a92fe5ed83301cd6dcfff3942ec8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_4210bb5ded2f1816.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_4210bb5ded2f1816 +-- problem_id: v2p_c14_790e67571b54e3b5 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_1", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_1" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_47f5290a08f356fe.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_47f5290a08f356fe.sql new file mode 100644 index 0000000000000000000000000000000000000000..a61df9ae7f6b35e0450da8b819380170d63298cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_47f5290a08f356fe.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_47f5290a08f356fe +-- problem_id: v2p_c14_d12a7fe119c083ae +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_6", + COUNT(*) AS support, + AVG("id") AS avg_response +FROM "c14" +GROUP BY "nom_6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_47f72dc4a9768029.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_47f72dc4a9768029.sql new file mode 100644 index 0000000000000000000000000000000000000000..8db1a52fa81555c57d140fdc113ce27cff96f782 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_47f72dc4a9768029.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_47f72dc4a9768029 +-- problem_id: v2p_c14_cb740e6987392a60 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_3" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_3" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_4c801cd75fd87e62.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_4c801cd75fd87e62.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d80611035e91a0493390021cf12adf88bd79cee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_4c801cd75fd87e62.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_4c801cd75fd87e62 +-- problem_id: v2p_c14_202f23104c3b59db +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_5", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "c14" +GROUP BY "nom_5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_4ee03d6952d61692.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_4ee03d6952d61692.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb1250fef051e2ff3b4d3f0f14c0e8757d25b22e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_4ee03d6952d61692.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_4ee03d6952d61692 +-- problem_id: v2p_c14_90de6a08698c7353 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_3", COUNT(*) AS support +FROM "c14" +WHERE "nom_6" = '9a70de492' +GROUP BY "nom_3" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_503cf14d2d3b0d1a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_503cf14d2d3b0d1a.sql new file mode 100644 index 0000000000000000000000000000000000000000..0234c2c41a29dc517cf8ce5cf9bf9491ce26d5f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_503cf14d2d3b0d1a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c14_503cf14d2d3b0d1a +-- problem_id: v2p_c14_412ea8b490fb2586 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_4", COUNT(DISTINCT "nom_8") AS distinct_entities +FROM "c14" +GROUP BY "bin_4" +ORDER BY distinct_entities DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_52c15aab7186241b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_52c15aab7186241b.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d0af7fe5f53f8488be2fec7da65101795d6237b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_52c15aab7186241b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_52c15aab7186241b +-- problem_id: v2p_c14_3c5856dcfd53ff94 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ord_5", + COUNT(*) AS support, + AVG("month") AS avg_response +FROM "c14" +GROUP BY "ord_5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_549b1b7d20957617.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_549b1b7d20957617.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd51e65066583268323bf13742da60029d9ed219 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_549b1b7d20957617.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_549b1b7d20957617 +-- problem_id: v2p_c14_68074f9cd9850952 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", + COUNT(*) AS support, + AVG(CAST("day" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_6") AS distinct_entities +FROM "c14" +GROUP BY "bin_0" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_54af13c510ba3e47.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_54af13c510ba3e47.sql new file mode 100644 index 0000000000000000000000000000000000000000..582c330bedb44a4ac2da3a33cf63b1bde82d6fae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_54af13c510ba3e47.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_54af13c510ba3e47 +-- problem_id: v2p_c14_c4bb76560380e570 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_2", + COUNT(*) AS support +FROM "c14" +GROUP BY "nom_2" +ORDER BY support ASC, "nom_2" +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_54be875c7c691771.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_54be875c7c691771.sql new file mode 100644 index 0000000000000000000000000000000000000000..a29495627191810b2261dcffb76e3933cb4eefce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_54be875c7c691771.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_54be875c7c691771 +-- problem_id: v2p_c14_9d5ac3c85624ac75 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_0", + "ord_2", + COUNT(*) AS support +FROM "c14" +GROUP BY "ord_0", "ord_2" +ORDER BY support ASC, "ord_0", "ord_2" +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_5759728649920790.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_5759728649920790.sql new file mode 100644 index 0000000000000000000000000000000000000000..aff55bf038c6047e9d7dd58dc64da9e65bf6925d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_5759728649920790.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_5759728649920790 +-- problem_id: v2p_c14_08f7ada4386d32f0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_4", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_4" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_597e94450482a0ee.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_597e94450482a0ee.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd1e1698d1834316ffe2ea0a89257ea1d20504bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_597e94450482a0ee.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_597e94450482a0ee +-- problem_id: v2p_c14_79f5d223eee5d7b4 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", + COUNT(*) AS support, + AVG(CAST("ord_0" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_9") AS distinct_entities +FROM "c14" +GROUP BY "bin_3" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_59be3056f9106aef.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_59be3056f9106aef.sql new file mode 100644 index 0000000000000000000000000000000000000000..e92872e36263e1755bba80091ecb67e6bab66410 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_59be3056f9106aef.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_59be3056f9106aef +-- problem_id: v2p_c14_2120e9b2b8772e81 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_0", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "ord_0" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_5a72a90007f56def.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_5a72a90007f56def.sql new file mode 100644 index 0000000000000000000000000000000000000000..c9f7faa4737ad6ded6134a906e481b8028cf510f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_5a72a90007f56def.sql @@ -0,0 +1,33 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_5a72a90007f56def +-- problem_id: v2p_c14_00c83fd3fe553876 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "bin_2", + CAST("day" AS REAL) AS "day_value" + FROM "c14" + WHERE "nom_3" = 'Finland' + AND "day" IS NOT NULL +), "ranked" AS ( + SELECT + "bin_2", + "day_value", + ROW_NUMBER() OVER (PARTITION BY "bin_2" ORDER BY "day_value") AS "rn", + COUNT(*) OVER (PARTITION BY "bin_2") AS "cnt" + FROM "filtered" +) +SELECT + "bin_2" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "day_value" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_5cefd74a18073a69.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_5cefd74a18073a69.sql new file mode 100644 index 0000000000000000000000000000000000000000..fef41f174bfb298d1cbbecf412e8034f9e039540 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_5cefd74a18073a69.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_5cefd74a18073a69 +-- problem_id: v2p_c14_a03b13699c7de0b9 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_2", + CAST("day" AS REAL) AS "day_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_2" + ORDER BY CAST("day" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "ord_2") AS "cnt" + FROM "c14" + WHERE "ord_2" IS NOT NULL + AND "day" IS NOT NULL +), +"thresholded" AS ( + SELECT + "ord_2", + "day_value", + "rn", + "cnt", + CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) AS "pct_rank" + FROM "ranked" +) +SELECT + "ord_2", + MIN("day_value") AS "percentile_measure" +FROM "thresholded" +WHERE "rn" >= "pct_rank" +GROUP BY "ord_2" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_5cefe53724b123af.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_5cefe53724b123af.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ee5c587f22190fda8703127bdc8c41a0c71c03a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_5cefe53724b123af.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_5cefe53724b123af +-- problem_id: v2p_c14_55e4d0cdd94ee8c7 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_3", + CAST("month" AS REAL) AS "month_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_3" + ORDER BY CAST("month" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_3" + ) AS "cnt" + FROM "c14" + WHERE "target" = '1' + AND "ord_3" IS NOT NULL + AND "month" IS NOT NULL +) +SELECT + "ord_3", + MIN("month_value") AS "percentile_measure" +FROM "ranked" +WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) +GROUP BY "ord_3" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_5f7315c719375918.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_5f7315c719375918.sql new file mode 100644 index 0000000000000000000000000000000000000000..b703d5033c7b3db9ecffe1e3dfb14f8888f9595f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_5f7315c719375918.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_5f7315c719375918 +-- problem_id: v2p_c14_3afd6d41bbfbabeb +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_4", + COUNT(*) AS support, + AVG(CAST("day" AS REAL)) AS avg_measure, + COUNT(DISTINCT "ord_4") AS distinct_entities +FROM "c14" +GROUP BY "bin_4" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_5fc4d184f384f299.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_5fc4d184f384f299.sql new file mode 100644 index 0000000000000000000000000000000000000000..65cc348c1cecc861615a313a507a196de0621d1a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_5fc4d184f384f299.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_5fc4d184f384f299 +-- problem_id: v2p_c14_8e8e3f600aa1ea61 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "day", + CAST("ord_0" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "day" + ORDER BY CAST("ord_0" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "day" + ) AS "cnt" + FROM "c14" + WHERE "day" IS NOT NULL + AND "ord_0" IS NOT NULL +), +"picked" AS ( + SELECT + "day", + "measure_value" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "day" + ORDER BY "rn" + ) AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CAST(((95 * "cnt") + 99) / 100 AS INTEGER) +) +SELECT + "day", + "percentile_measure" +FROM "picked" +WHERE "pick_rank" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_61d73b09128554fd.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_61d73b09128554fd.sql new file mode 100644 index 0000000000000000000000000000000000000000..430d3ad972c2b660d59ea3944ebb581303917b9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_61d73b09128554fd.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_61d73b09128554fd +-- problem_id: v2p_c14_e561a5344eac5708 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_3" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "bin_3" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_61f6e113de62613f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_61f6e113de62613f.sql new file mode 100644 index 0000000000000000000000000000000000000000..dc6d6641675eab2994fda559de23400a2a51a57e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_61f6e113de62613f.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_61f6e113de62613f +-- problem_id: v2p_c14_5b5eda9326dd2f8c +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", COUNT(*) AS support +FROM "c14" +WHERE "nom_9" = '1f31c5cc1' +GROUP BY "nom_2" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_637f927fb73c7c3a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_637f927fb73c7c3a.sql new file mode 100644 index 0000000000000000000000000000000000000000..774858673da36cd1efb1ad38beb237516467ba32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_637f927fb73c7c3a.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_637f927fb73c7c3a +-- problem_id: v2p_c14_cb03bc71240e204f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_3" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_3" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_64245550cf177e71.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_64245550cf177e71.sql new file mode 100644 index 0000000000000000000000000000000000000000..5b7f00b026df2c1a738708066d4b91114b9f7e63 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_64245550cf177e71.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_64245550cf177e71 +-- problem_id: v2p_c14_f2892be2b570506b +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_3", + AVG(CASE WHEN "ord_1" = 'Grandmaster' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_3" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_64a749425cbbf87c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_64a749425cbbf87c.sql new file mode 100644 index 0000000000000000000000000000000000000000..03a5aa3bd7306cc92be419fcdfb3ef7e9ec1605a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_64a749425cbbf87c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_64a749425cbbf87c +-- problem_id: v2p_c14_12b8d13843349d16 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_0", + AVG(CASE WHEN "day" = '2' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_0" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_673a8fbb553fccf9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_673a8fbb553fccf9.sql new file mode 100644 index 0000000000000000000000000000000000000000..788fcfa543015c8f8b50ad8d0c05d133198e5e2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_673a8fbb553fccf9.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_673a8fbb553fccf9 +-- problem_id: v2p_c14_ded5df12caac6ee5 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", COUNT(*) AS support +FROM "c14" +WHERE "ord_4" = 'L' +GROUP BY "ord_2" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_674d634a64414380.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_674d634a64414380.sql new file mode 100644 index 0000000000000000000000000000000000000000..c36918eb579f56793427828deb8bb44f9a34ba76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_674d634a64414380.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_674d634a64414380 +-- problem_id: v2p_c14_688ed90d466f4d60 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_0", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "ord_0" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_6921631f3d8d52dd.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_6921631f3d8d52dd.sql new file mode 100644 index 0000000000000000000000000000000000000000..ee848809e3d95f1f4922afc5742386695ee81e7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_6921631f3d8d52dd.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_6921631f3d8d52dd +-- problem_id: v2p_c14_4d019134bc24b578 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", COUNT(*) AS support +FROM "c14" +WHERE "nom_4" = 'Oboe' +GROUP BY "nom_1" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_693419000b032e9a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_693419000b032e9a.sql new file mode 100644 index 0000000000000000000000000000000000000000..51582d7804fc81c7f9d54afa6d56a83c842bed88 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_693419000b032e9a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c14_693419000b032e9a +-- problem_id: v2p_c14_4050fa7ee428278d +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", COUNT(DISTINCT "nom_5") AS distinct_entities +FROM "c14" +GROUP BY "bin_1" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_69e2bf7869f4f1fb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_69e2bf7869f4f1fb.sql new file mode 100644 index 0000000000000000000000000000000000000000..96fdee83dd5aba5ad74414deb74cafb66d266c85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_69e2bf7869f4f1fb.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_69e2bf7869f4f1fb +-- problem_id: v2p_c14_e3d83506346c84d8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_8", + COUNT(*) AS support, + AVG("id") AS avg_response +FROM "c14" +GROUP BY "nom_8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_6b8e2d1417d67eaf.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_6b8e2d1417d67eaf.sql new file mode 100644 index 0000000000000000000000000000000000000000..25308e39b4b69045a0d4211377456625ae1d903d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_6b8e2d1417d67eaf.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c14_6b8e2d1417d67eaf +-- problem_id: v2p_c14_635fc1b3bf0ccb1f +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "nom_3", COUNT(*) AS row_count +FROM "c14" +WHERE "nom_1" = 'Square' +GROUP BY "bin_0", "nom_3" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_6d8191933dd71fce.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_6d8191933dd71fce.sql new file mode 100644 index 0000000000000000000000000000000000000000..3e2b3fc20ff0bf64d93164dfd5fefc4ebedd080b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_6d8191933dd71fce.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_6d8191933dd71fce +-- problem_id: v2p_c14_b5333ce99e24eb6e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_4" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_4" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_6d971a4a2d2a2b42.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_6d971a4a2d2a2b42.sql new file mode 100644 index 0000000000000000000000000000000000000000..1d2966ac8fb21bbd8d597f82e633437442bff9f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_6d971a4a2d2a2b42.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_6d971a4a2d2a2b42 +-- problem_id: v2p_c14_b9e21d6729b914a6 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_7", + COUNT(*) AS support, + AVG("id") AS avg_response +FROM "c14" +GROUP BY "nom_7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_6df92fe958e11cb8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_6df92fe958e11cb8.sql new file mode 100644 index 0000000000000000000000000000000000000000..58eab13210820e2aa0481293c524cfdeb0908d9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_6df92fe958e11cb8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_6df92fe958e11cb8 +-- problem_id: v2p_c14_544b7c4d836661e1 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", COUNT(*) AS support +FROM "c14" +WHERE CAST("day" AS REAL) >= 4.0 +GROUP BY "ord_4" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_6fc020a34b5ff528.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_6fc020a34b5ff528.sql new file mode 100644 index 0000000000000000000000000000000000000000..dfc800d90c51e381d1b84048f6c40e99d6a59ffc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_6fc020a34b5ff528.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_6fc020a34b5ff528 +-- problem_id: v2p_c14_6ba3eddc125214c6 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "ord_4", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_0", "ord_4" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7310c6f85fd1e73d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7310c6f85fd1e73d.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec91b7afb8412230022f202a9341c0008a015db1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7310c6f85fd1e73d.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_7310c6f85fd1e73d +-- problem_id: v2p_c14_0903961811879e7e +-- realization_mode: agent +-- source_kind: agent +SELECT "target", + COUNT(*) AS support, + AVG(CAST("ord_0" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_5") AS distinct_entities +FROM "c14" +GROUP BY "target" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_73b2502147b1e464.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_73b2502147b1e464.sql new file mode 100644 index 0000000000000000000000000000000000000000..80913b0f0d462e8ffeec32a6fc795bac720b6e9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_73b2502147b1e464.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_73b2502147b1e464 +-- problem_id: v2p_c14_6346cb3c9291404d +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", "month" AS "conditional_percentile" +FROM ( + SELECT + "nom_2", + "month", + ROW_NUMBER() OVER ( + PARTITION BY "nom_2" + ORDER BY CAST("month" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_2" + ) AS "cnt" + FROM "c14" + WHERE "day" = '1' +) +WHERE "rn" = CAST((0.9 * ("cnt" - 1)) + 1 AS INTEGER) +ORDER BY CAST("conditional_percentile" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_73bc5175a118b366.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_73bc5175a118b366.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ee4c803c00fe696fe1ccde5b9ceb9d99906e469 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_73bc5175a118b366.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_73bc5175a118b366 +-- problem_id: v2p_c14_cae93a6b637d15d4 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_4", + "target", + COUNT(*) AS support +FROM "c14" +GROUP BY "nom_4", "target" +ORDER BY support ASC, "nom_4", "target" +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_73c19a0be00fb488.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_73c19a0be00fb488.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb7ea58889c9773e39a9d5e86f3ba6946546016f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_73c19a0be00fb488.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_73c19a0be00fb488 +-- problem_id: v2p_c14_ae1dc5388384ad91 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_4", + AVG(CASE WHEN "ord_2" = 'Lava Hot' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_4" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_73ef5a7cd857982b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_73ef5a7cd857982b.sql new file mode 100644 index 0000000000000000000000000000000000000000..e4a3df4b377b6e285ba8c51ebf9869e4596e5e98 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_73ef5a7cd857982b.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_73ef5a7cd857982b +-- problem_id: v2p_c14_dd4f37bbeabe33c5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_0", + COUNT(*) AS support +FROM "c14" +GROUP BY "bin_0" +ORDER BY support ASC, "bin_0" +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_751eb4709683af58.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_751eb4709683af58.sql new file mode 100644 index 0000000000000000000000000000000000000000..0f217f6389dafeaa8c27509fb701e583187ea933 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_751eb4709683af58.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_751eb4709683af58 +-- problem_id: v2p_c14_83c95a6506586e9e +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "nom_1", + CAST("day" AS REAL) AS "day_value" + FROM "c14" + WHERE "ord_2" = 'Boiling Hot' + AND "nom_1" IS NOT NULL + AND "day" IS NOT NULL +), +"ranked" AS ( + SELECT + "nom_1", + "day_value", + ROW_NUMBER() OVER ( + PARTITION BY "nom_1" + ORDER BY "day_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_1" + ) AS "cnt" + FROM "filtered" +) +SELECT + "nom_1", + "day_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = (("cnt" * 9) + 9) / 10 +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7594984a7e99d5f2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7594984a7e99d5f2.sql new file mode 100644 index 0000000000000000000000000000000000000000..a26301bf60b05e6a1988ab8767aed66699c9ca93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7594984a7e99d5f2.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_7594984a7e99d5f2 +-- problem_id: v2p_c14_b72ac93c122fe852 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "bin_1", + CAST("ord_0" AS REAL) AS "ord_0" + FROM "c14" + WHERE "nom_2" = 'Cat' + AND "bin_1" IS NOT NULL + AND "ord_0" IS NOT NULL +), "ranked" AS ( + SELECT + "bin_1", + "ord_0", + ROW_NUMBER() OVER (PARTITION BY "bin_1" ORDER BY "ord_0") AS "rn", + COUNT(*) OVER (PARTITION BY "bin_1") AS "cnt" + FROM "filtered" +), "picked" AS ( + SELECT + "bin_1", + "ord_0", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "bin_1", + "ord_0" AS "conditional_percentile" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7636ed54015de921.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7636ed54015de921.sql new file mode 100644 index 0000000000000000000000000000000000000000..0354f29e3a6cf1be16c53e2d123c61f613fac306 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7636ed54015de921.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_7636ed54015de921 +-- problem_id: v2p_c14_c134dba0e6e2ea35 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", COUNT(*) AS support +FROM "c14" +WHERE "ord_1" = 'Novice' +GROUP BY "ord_3" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_79812473c6313fd0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_79812473c6313fd0.sql new file mode 100644 index 0000000000000000000000000000000000000000..69fbf08025cf7f3095f61f6f6052bbc997a28da3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_79812473c6313fd0.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_79812473c6313fd0 +-- problem_id: v2p_c14_2498512addbfdcd6 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", + AVG(CASE WHEN "bin_0" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_2" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7a7f4dfc4feab695.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7a7f4dfc4feab695.sql new file mode 100644 index 0000000000000000000000000000000000000000..9e1404b0eff673c6f4b8ac5650f2e057359c172d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7a7f4dfc4feab695.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_7a7f4dfc4feab695 +-- problem_id: v2p_c14_9d31c38bacbba500 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_5", + COUNT(*) AS support, + AVG("id") AS avg_response +FROM "c14" +GROUP BY "nom_5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7b09eb1094e670c9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7b09eb1094e670c9.sql new file mode 100644 index 0000000000000000000000000000000000000000..6cc3ce692ce98fc120b2ae76b6f09a6f1a832c96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7b09eb1094e670c9.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_7b09eb1094e670c9 +-- problem_id: v2p_c14_49133b7b31a99672 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_4", + "day", + COUNT(*) AS support +FROM "c14" +GROUP BY "nom_4", "day" +ORDER BY support ASC, "nom_4", "day" +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7b141cf2504781fa.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7b141cf2504781fa.sql new file mode 100644 index 0000000000000000000000000000000000000000..6e213c8b37bc49f533b0259c9928a68c066fb330 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7b141cf2504781fa.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c14_7b141cf2504781fa +-- problem_id: v2p_c14_2aa0b0bd993d3ec7 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", COUNT(DISTINCT "id") AS distinct_entities +FROM "c14" +GROUP BY "bin_0" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7b7f8c74d06abf5c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7b7f8c74d06abf5c.sql new file mode 100644 index 0000000000000000000000000000000000000000..bbbe25c2ba179ba653afa87096e8078ea90b5a37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7b7f8c74d06abf5c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c14_7b7f8c74d06abf5c +-- problem_id: v2p_c14_0830e743e3fe2f16 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "nom_0", COUNT(*) AS row_count +FROM "c14" +WHERE "bin_3" = 'F' +GROUP BY "bin_0", "nom_0" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7d824b2f0ff1db82.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7d824b2f0ff1db82.sql new file mode 100644 index 0000000000000000000000000000000000000000..530f7fe08d3334090c4730011dfc4f38dfb3f634 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7d824b2f0ff1db82.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_7d824b2f0ff1db82 +-- problem_id: v2p_c14_c6466d2f64dfb26a +-- realization_mode: agent +-- source_kind: agent +SELECT "month", + COUNT(*) AS support, + AVG("id") AS avg_measure, + COUNT(DISTINCT "id") AS distinct_entities +FROM "c14" +GROUP BY "month" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7de024dbae33609d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7de024dbae33609d.sql new file mode 100644 index 0000000000000000000000000000000000000000..46744d00d08f0e091e70a3574cf292eb2198048c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7de024dbae33609d.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_7de024dbae33609d +-- problem_id: v2p_c14_881316a5c8a253f7 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", + COUNT(*) AS support, + AVG("ord_0") AS avg_measure, + COUNT(DISTINCT "nom_9") AS distinct_entities +FROM "c14" +GROUP BY "ord_3" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7f38f1dd79986055.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7f38f1dd79986055.sql new file mode 100644 index 0000000000000000000000000000000000000000..81f86272b9ce2e5858ca9dc0099370e67515512b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_7f38f1dd79986055.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_7f38f1dd79986055 +-- problem_id: v2p_c14_2bb604233743f99c +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", "nom_0", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_1", "nom_0" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_82df2d13522c301b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_82df2d13522c301b.sql new file mode 100644 index 0000000000000000000000000000000000000000..2370b22aa031a10f1ff5d7d26d71cde36535b4c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_82df2d13522c301b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c14_82df2d13522c301b +-- problem_id: v2p_c14_db05fee9a9af0da1 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", COUNT(DISTINCT "nom_6") AS distinct_entities +FROM "c14" +GROUP BY "bin_2" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_830459e16b80bfc9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_830459e16b80bfc9.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c408b707b383c6c8e4ef32dfc63198da96245ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_830459e16b80bfc9.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_830459e16b80bfc9 +-- problem_id: v2p_c14_90b400e44341ad3e +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_0", + COUNT(*) AS support +FROM "c14" +GROUP BY "nom_0" +ORDER BY support ASC, "nom_0" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_845f720dce660435.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_845f720dce660435.sql new file mode 100644 index 0000000000000000000000000000000000000000..1de3b49043696e85b8d05b096db5c2c8eb267ede --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_845f720dce660435.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_845f720dce660435 +-- problem_id: v2p_c14_75756a566192b3f6 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_9", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "c14" +GROUP BY "nom_9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_861f0ef835b4c22a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_861f0ef835b4c22a.sql new file mode 100644 index 0000000000000000000000000000000000000000..3e8c92c6d6683f761b7a9fdeb56f4c6ed079ddfc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_861f0ef835b4c22a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_861f0ef835b4c22a +-- problem_id: v2p_c14_691efc9cb0cd68b5 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", COUNT(*) AS row_count +FROM "c14" +GROUP BY "ord_2" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_8b0557c2354b0760.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_8b0557c2354b0760.sql new file mode 100644 index 0000000000000000000000000000000000000000..d1af5be103a9bc9e2d96d164a1252b0509e4a6b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_8b0557c2354b0760.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_8b0557c2354b0760 +-- problem_id: v2p_c14_11d70166c2819031 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_3", + CAST("month" AS REAL) AS "month_num", + ROW_NUMBER() OVER ( + PARTITION BY "ord_3" + ORDER BY CAST("month" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_3" + ) AS "cnt" + FROM "c14" + WHERE "ord_3" IS NOT NULL + AND "month" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "ord_3", + "month_num" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "ord_3" + ORDER BY "rn" + ) AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CAST((("cnt" * 9) + 9) / 10 AS INT) +) +SELECT + "ord_3", + "percentile_measure" +FROM "percentile_rows" +WHERE "pick_rank" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_8c70cbbfa514228d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_8c70cbbfa514228d.sql new file mode 100644 index 0000000000000000000000000000000000000000..14901cc16a80c6e34baaa3105e75c709e71a4a5a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_8c70cbbfa514228d.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_8c70cbbfa514228d +-- problem_id: v2p_c14_6b9596260fef7868 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "day" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "day" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_8cb1d9ddb89379a3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_8cb1d9ddb89379a3.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d3648cdb7b811d31240c15e5eae6ad312be81be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_8cb1d9ddb89379a3.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_8cb1d9ddb89379a3 +-- problem_id: v2p_c14_fe96cf6d214d5ceb +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_0" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "bin_0" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_8d7535908a2b687b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_8d7535908a2b687b.sql new file mode 100644 index 0000000000000000000000000000000000000000..b2b4995e5e4bcda1c6ca8193d252819eaa49ab93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_8d7535908a2b687b.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_8d7535908a2b687b +-- problem_id: v2p_c14_61d1aa5ff52f1be9 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_0" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "bin_0" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_8e9a54f8a2d32f04.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_8e9a54f8a2d32f04.sql new file mode 100644 index 0000000000000000000000000000000000000000..9b4af347451b678904a03e89ad7bcac4f22343b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_8e9a54f8a2d32f04.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c14_8e9a54f8a2d32f04 +-- problem_id: v2p_c14_d6e18d99663d7886 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "bin_3", COUNT(*) AS row_count +FROM "c14" +WHERE "bin_1" = '0' +GROUP BY "bin_0", "bin_3" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_922d6628faa19350.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_922d6628faa19350.sql new file mode 100644 index 0000000000000000000000000000000000000000..da3aa92f86be14ab1a1994f24bde68db6c7258ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_922d6628faa19350.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_922d6628faa19350 +-- problem_id: v2p_c14_1c4ae0a64de2f1fe +-- realization_mode: agent +-- source_kind: agent +SELECT "day", + COUNT(*) AS support, + AVG(CAST("month" AS REAL)) AS avg_measure, + COUNT(DISTINCT "ord_5") AS distinct_entities +FROM "c14" +GROUP BY "day" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_92fb155e6308e130.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_92fb155e6308e130.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec07b4058913cf9dc34560f23ab144e79e65cdb3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_92fb155e6308e130.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_92fb155e6308e130 +-- problem_id: v2p_c14_7b8030d80fb25c36 +-- realization_mode: agent +-- source_kind: agent +SELECT + "day", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "day" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_937b8ca0f97b4a0a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_937b8ca0f97b4a0a.sql new file mode 100644 index 0000000000000000000000000000000000000000..88469595430942e7faf50053a8a4a9a6fd694ec7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_937b8ca0f97b4a0a.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_937b8ca0f97b4a0a +-- problem_id: v2p_c14_a83e461443e6d677 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_4", + CAST("id" AS REAL) AS "id_num", + ROW_NUMBER() OVER ( + PARTITION BY "ord_4" + ORDER BY CAST("id" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_4" + ) AS "cnt" + FROM "c14" + WHERE "ord_4" IS NOT NULL + AND "id" IS NOT NULL +), +"picked" AS ( + SELECT + "ord_4", + "id_num", + "rn", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "ord_4", + "id_num" AS "percentile_measure" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_93fbb58657cae194.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_93fbb58657cae194.sql new file mode 100644 index 0000000000000000000000000000000000000000..4c1b2caa81b1015f03309ef78345beb59140b581 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_93fbb58657cae194.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_93fbb58657cae194 +-- problem_id: v2p_c14_46d500cd3fbe0cb4 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_0", COUNT(*) AS support +FROM "c14" +WHERE "nom_8" = 'fd0041a98' +GROUP BY "ord_0" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_94a4f90268d36814.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_94a4f90268d36814.sql new file mode 100644 index 0000000000000000000000000000000000000000..cd8432d651a86f1f9c010c3eb557ad6e16228f4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_94a4f90268d36814.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_94a4f90268d36814 +-- problem_id: v2p_c14_ec9a5301660161b7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_4", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "ord_4" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_94f9a4d5c583e5fd.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_94f9a4d5c583e5fd.sql new file mode 100644 index 0000000000000000000000000000000000000000..635a1b2feb188bb6d93ec6757412a3510fe760c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_94f9a4d5c583e5fd.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_94f9a4d5c583e5fd +-- problem_id: v2p_c14_891f7ea20074645d +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "target" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "target" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_9522e5d6267a6f7f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_9522e5d6267a6f7f.sql new file mode 100644 index 0000000000000000000000000000000000000000..7722e86fcf64ae873a6ce6c76c642dedd3eddf4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_9522e5d6267a6f7f.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_9522e5d6267a6f7f +-- problem_id: v2p_c14_cc1107b07e34d673 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_1" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_1" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_95e0bec2f8d85209.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_95e0bec2f8d85209.sql new file mode 100644 index 0000000000000000000000000000000000000000..fc1806ac56b61153de6350b7975886fa87ae9be8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_95e0bec2f8d85209.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_95e0bec2f8d85209 +-- problem_id: v2p_c14_3fb7ab0abc653c3c +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "bin_2", + CAST("day" AS REAL) AS "day_value" + FROM "c14" + WHERE "nom_3" = 'China' + AND "day" IS NOT NULL +), +"ranked" AS ( + SELECT + "bin_2", + "day_value", + ROW_NUMBER() OVER (PARTITION BY "bin_2" ORDER BY "day_value") AS "rn", + COUNT(*) OVER (PARTITION BY "bin_2") AS "cnt" + FROM "filtered" +), +"target_rows" AS ( + SELECT + "bin_2", + "day_value" + FROM "ranked" + WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) +) +SELECT + "bin_2", + "day_value" AS "conditional_percentile" +FROM "target_rows" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_95f77beb05bae21b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_95f77beb05bae21b.sql new file mode 100644 index 0000000000000000000000000000000000000000..af200800ce4d7683007cfa32255bc35d2585cf5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_95f77beb05bae21b.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_95f77beb05bae21b +-- problem_id: v2p_c14_d16c64729c69f977 +-- realization_mode: agent +-- source_kind: agent +SELECT + "day", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "day" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_963f2b35f772e8c7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_963f2b35f772e8c7.sql new file mode 100644 index 0000000000000000000000000000000000000000..f1579371235f3fbfa4f12e2396737e35069353dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_963f2b35f772e8c7.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_963f2b35f772e8c7 +-- problem_id: v2p_c14_02dbf05ee92b4f2a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_4" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_4" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_96450f6732192b75.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_96450f6732192b75.sql new file mode 100644 index 0000000000000000000000000000000000000000..b8a481d7f2e7848dddbf30db02dc715db0d2eff4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_96450f6732192b75.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_96450f6732192b75 +-- problem_id: v2p_c14_275201a8f4e671ad +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", COUNT(*) AS support +FROM "c14" +WHERE "ord_5" = 'aM' +GROUP BY "ord_3" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_967694e57ce25c10.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_967694e57ce25c10.sql new file mode 100644 index 0000000000000000000000000000000000000000..8155aed4ddf4625d062f6a609e33038b37eb916c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_967694e57ce25c10.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_967694e57ce25c10 +-- problem_id: v2p_c14_2498c76011ca53eb +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_4", + AVG(CASE WHEN "ord_2" = 'Boiling Hot' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_4" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_98ac4a1e49d75e7f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_98ac4a1e49d75e7f.sql new file mode 100644 index 0000000000000000000000000000000000000000..abfbb7594730c127f93fc7579716d5d9ecf58daf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_98ac4a1e49d75e7f.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_98ac4a1e49d75e7f +-- problem_id: v2p_c14_dccec041901b3a3f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_2" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_2" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_98e23fc9af618ad0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_98e23fc9af618ad0.sql new file mode 100644 index 0000000000000000000000000000000000000000..1de0ee769ea7dc52f056b6c7c68b603fd71b569d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_98e23fc9af618ad0.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_98e23fc9af618ad0 +-- problem_id: v2p_c14_93fe0c4e718347f8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_4", + "month", + COUNT(*) AS support +FROM "c14" +GROUP BY "nom_4", "month" +ORDER BY support ASC, "nom_4", "month" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_997ba01fd9a94b3c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_997ba01fd9a94b3c.sql new file mode 100644 index 0000000000000000000000000000000000000000..b6104a493c453d991ae356f8caf8c117778e6219 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_997ba01fd9a94b3c.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_997ba01fd9a94b3c +-- problem_id: v2p_c14_f25fa782c7eff803 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_2", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "ord_2" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_99d00be8a6deae4b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_99d00be8a6deae4b.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed6d185ff82b3fe6bf9847e746c93506b9b883ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_99d00be8a6deae4b.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_99d00be8a6deae4b +-- problem_id: v2p_c14_bd8df6cbe5487a71 +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_2", + COUNT(*) AS support +FROM "c14" +GROUP BY "bin_2" +ORDER BY support ASC, "bin_2" +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_9cb02de5709fbe83.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_9cb02de5709fbe83.sql new file mode 100644 index 0000000000000000000000000000000000000000..f8a72d51ac7dffaf1a0bf3bc1886dfdca702ee7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_9cb02de5709fbe83.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_9cb02de5709fbe83 +-- problem_id: v2p_c14_a0df965ee9f01f46 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_2", + CAST("ord_0" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "nom_2" + ORDER BY CAST("ord_0" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_2" + ) AS "cnt" + FROM "c14" + WHERE "nom_2" IS NOT NULL + AND "ord_0" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "nom_2", + "measure_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST(((95 * "cnt") + 99) / 100 AS INTEGER) +) +SELECT + "nom_2", + MAX("percentile_measure") AS "percentile_measure" +FROM "percentile_points" +GROUP BY "nom_2" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_9cc306cbc421d321.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_9cc306cbc421d321.sql new file mode 100644 index 0000000000000000000000000000000000000000..1edae16b4d882cff9acf3e866efe2bd9fe3920ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_9cc306cbc421d321.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_9cc306cbc421d321 +-- problem_id: v2p_c14_ce555ee33c9437f4 +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_1", + COUNT(*) AS support +FROM "c14" +GROUP BY "bin_1" +ORDER BY support ASC, "bin_1" +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_9fd802d2aae3c61f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_9fd802d2aae3c61f.sql new file mode 100644 index 0000000000000000000000000000000000000000..90d21b78eb7bcaefb9c7120fa5707be4b9b9849c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_9fd802d2aae3c61f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_9fd802d2aae3c61f +-- problem_id: v2p_c14_ea77bc2bc362e8c2 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", + AVG(CASE WHEN "bin_1" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_3" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a02bd22fd3ee4267.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a02bd22fd3ee4267.sql new file mode 100644 index 0000000000000000000000000000000000000000..3cc0328b9abce71b015fae24ef3205f7c8971a35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a02bd22fd3ee4267.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_a02bd22fd3ee4267 +-- problem_id: v2p_c14_12c0223b7cf2276c +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_3", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_3" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a0e6cf4581f6dfb3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a0e6cf4581f6dfb3.sql new file mode 100644 index 0000000000000000000000000000000000000000..14a69686be0d6194ab97ad7eced0c3fd2f87f8b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a0e6cf4581f6dfb3.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c14_a0e6cf4581f6dfb3 +-- problem_id: v2p_c14_0e2fbbcea1990ab0 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", COUNT(DISTINCT "ord_4") AS distinct_entities +FROM "c14" +GROUP BY "nom_1" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a207bca8e74ffbc2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a207bca8e74ffbc2.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed21f45831415e7f87fb43606566c1dc0db58773 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a207bca8e74ffbc2.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_a207bca8e74ffbc2 +-- problem_id: v2p_c14_807028350eddff91 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_0", + AVG(CASE WHEN "day" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_0" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a2eb413819eaa2f3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a2eb413819eaa2f3.sql new file mode 100644 index 0000000000000000000000000000000000000000..dcfd40075f758c83f46122552d58264c44d9d777 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a2eb413819eaa2f3.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_a2eb413819eaa2f3 +-- problem_id: v2p_c14_726b9bc405fb99f6 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_3" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_3" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a31e3c67d9d9b357.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a31e3c67d9d9b357.sql new file mode 100644 index 0000000000000000000000000000000000000000..23ed51cc31b37d117329bd2b76cbb2b3d2aded52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a31e3c67d9d9b357.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_a31e3c67d9d9b357 +-- problem_id: v2p_c14_245e096e0e65ceab +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", + COUNT(*) AS support, + AVG(CAST("month" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_7") AS distinct_entities +FROM "c14" +GROUP BY "bin_1" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a3b0bf594775256a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a3b0bf594775256a.sql new file mode 100644 index 0000000000000000000000000000000000000000..e3dec686ccc50e1e417a02c4e1cf5c54df97659b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a3b0bf594775256a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_a3b0bf594775256a +-- problem_id: v2p_c14_a308c79c408f5b38 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "day", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_0", "day" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a4a3e1226ff57ba5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a4a3e1226ff57ba5.sql new file mode 100644 index 0000000000000000000000000000000000000000..a0b912cc059c9b4ffceffe6b2f89a639b0e1c870 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a4a3e1226ff57ba5.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_a4a3e1226ff57ba5 +-- problem_id: v2p_c14_2016905e483a004a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_4" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_4" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a503c96983a63f74.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a503c96983a63f74.sql new file mode 100644 index 0000000000000000000000000000000000000000..961365956d631c54cf909607862ab63a0ecb4de9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a503c96983a63f74.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_a503c96983a63f74 +-- problem_id: v2p_c14_56526905aa0bcea2 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_1", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "ord_1" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a5ea75ee41eead0d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a5ea75ee41eead0d.sql new file mode 100644 index 0000000000000000000000000000000000000000..50a7f1dd42ae8014a1926cac050d4e868e30d02d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a5ea75ee41eead0d.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_a5ea75ee41eead0d +-- problem_id: v2p_c14_25012f9a2d7733f9 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_4", + CAST("month" AS INTEGER) AS "month_value", + ROW_NUMBER() OVER ( + PARTITION BY "nom_4" + ORDER BY CAST("month" AS INTEGER) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_4" + ) AS "cnt" + FROM "c14" + WHERE "nom_4" IS NOT NULL + AND "month" IS NOT NULL +) +SELECT + "nom_4", + MIN("month_value") AS "percentile_measure" +FROM "ranked" +WHERE "rn" >= "cnt" * 0.95 +GROUP BY "nom_4" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a81ff96db21662ef.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a81ff96db21662ef.sql new file mode 100644 index 0000000000000000000000000000000000000000..fea43d34bcb5705468fdf6da972aea12f4d8d090 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a81ff96db21662ef.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_a81ff96db21662ef +-- problem_id: v2p_c14_f298891c58ed0c1e +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", COUNT(*) AS support +FROM "c14" +WHERE "nom_8" = 'fd0041a98' +GROUP BY "nom_1" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a9a64e74790ce649.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a9a64e74790ce649.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e58f72430560fcf6cb21fceec80184ccf1819e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_a9a64e74790ce649.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_a9a64e74790ce649 +-- problem_id: v2p_c14_e506e1d56ebe6ff5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_1", + COUNT(*) AS support +FROM "c14" +GROUP BY "bin_1" +ORDER BY support ASC, "bin_1" +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_aa0ce1e3715de0a1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_aa0ce1e3715de0a1.sql new file mode 100644 index 0000000000000000000000000000000000000000..3293eb9cf7c904a055edd8bb8c1db6a4357b0825 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_aa0ce1e3715de0a1.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_aa0ce1e3715de0a1 +-- problem_id: v2p_c14_8775bf08dea3173c +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "target" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "target" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ab37c48acc3f6594.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ab37c48acc3f6594.sql new file mode 100644 index 0000000000000000000000000000000000000000..1f5065932b140984ee7b1e232dc0e9fc901c5ace --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ab37c48acc3f6594.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_ab37c48acc3f6594 +-- problem_id: v2p_c14_40a04810a78a813d +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", + COUNT(*) AS support, + AVG(CAST("id" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_8") AS distinct_entities +FROM "c14" +GROUP BY "bin_2" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ab4f72039ea88453.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ab4f72039ea88453.sql new file mode 100644 index 0000000000000000000000000000000000000000..5b2679301ad4a9d607625be1cca3cf264c1c0733 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ab4f72039ea88453.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_ab4f72039ea88453 +-- problem_id: v2p_c14_5f10e664d39ea23f +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", COUNT(*) AS support +FROM "c14" +WHERE "ord_2" = 'Hot' +GROUP BY "ord_4" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_abc16bc5016d9e50.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_abc16bc5016d9e50.sql new file mode 100644 index 0000000000000000000000000000000000000000..d66d73dee8edb7fa9d8ec48dbfefe9f40b1e314e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_abc16bc5016d9e50.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_abc16bc5016d9e50 +-- problem_id: v2p_c14_2df0357fca4398b6 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_1", + CAST("ord_0" AS INTEGER) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_1" + ORDER BY CAST("ord_0" AS INTEGER) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_1" + ) AS "cnt" + FROM "c14" + WHERE "ord_1" IS NOT NULL + AND "ord_0" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "ord_1", + "measure_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST(((("cnt" * 9) + 9) / 10) AS INTEGER) +) +SELECT + "ord_1", + "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC, "ord_1"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ac78e3f4dec88f80.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ac78e3f4dec88f80.sql new file mode 100644 index 0000000000000000000000000000000000000000..93e397d6c9a24f872325b12322205c9d3cecdc40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ac78e3f4dec88f80.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_ac78e3f4dec88f80 +-- problem_id: v2p_c14_93392f2c2fd53416 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ord_5", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "c14" +GROUP BY "ord_5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ad4007efed68ea50.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ad4007efed68ea50.sql new file mode 100644 index 0000000000000000000000000000000000000000..e8991830a9edd7ae05c81cb5e9aba426223628fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ad4007efed68ea50.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_ad4007efed68ea50 +-- problem_id: v2p_c14_b8cd7820506c1dcd +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_1", COUNT(*) AS support +FROM "c14" +WHERE "ord_3" = 'k' +GROUP BY "ord_1" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ae16c68bc745e109.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ae16c68bc745e109.sql new file mode 100644 index 0000000000000000000000000000000000000000..bac114f433966c7a657d54a3af419d7b4f6e0f16 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ae16c68bc745e109.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c14_ae16c68bc745e109 +-- problem_id: v2p_c14_0b850cf737dfd4fd +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "nom_4", COUNT(*) AS "row_count" +FROM "c14" +WHERE "nom_2" = 'Snake' +GROUP BY "bin_0", "nom_4" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ae66869f6ecb5430.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ae66869f6ecb5430.sql new file mode 100644 index 0000000000000000000000000000000000000000..266ccf34f7ec02ef3be26ba7365b43e320e9ce78 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ae66869f6ecb5430.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_ae66869f6ecb5430 +-- problem_id: v2p_c14_63b5eb75fa2760b5 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_4" AS "group_col", + CAST("id" AS REAL) AS "measure_col", + ROW_NUMBER() OVER ( + PARTITION BY "ord_4" + ORDER BY CAST("id" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_4" + ) AS "cnt" + FROM "c14" + WHERE "ord_4" IS NOT NULL + AND "id" IS NOT NULL +) +SELECT + "group_col" AS "ord_4", + MIN(CASE + WHEN "rn" >= CAST((0.95 * "cnt") + 0.999999 AS INT) THEN "measure_col" + END) AS "percentile_measure" +FROM "ranked" +GROUP BY "group_col" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_af2db84d6c5f8fe6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_af2db84d6c5f8fe6.sql new file mode 100644 index 0000000000000000000000000000000000000000..52cd28c553aa8c54262b567aa9d1cf1fea0ee55c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_af2db84d6c5f8fe6.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_af2db84d6c5f8fe6 +-- problem_id: v2p_c14_c02ac93f70c70264 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", + COUNT(*) AS support, + AVG(CAST("day" AS REAL)) AS avg_measure, + COUNT(DISTINCT "ord_4") AS distinct_entities +FROM "c14" +GROUP BY "ord_4" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_b3665cfd7f629d6a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_b3665cfd7f629d6a.sql new file mode 100644 index 0000000000000000000000000000000000000000..c96125552bfee7fcb174a03e8240220aaf6d83e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_b3665cfd7f629d6a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_b3665cfd7f629d6a +-- problem_id: v2p_c14_97568450d61cce64 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_4", + COUNT(*) AS support, + AVG("day") AS avg_measure, + COUNT(DISTINCT "ord_4") AS distinct_entities +FROM "c14" +GROUP BY "bin_4" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_b5c9bc074b0c50bb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_b5c9bc074b0c50bb.sql new file mode 100644 index 0000000000000000000000000000000000000000..a4d28a06afba37b27e48f1f2d112344a30ca3c23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_b5c9bc074b0c50bb.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_b5c9bc074b0c50bb +-- problem_id: v2p_c14_79953234ec6d97f8 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", "nom_1", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_1", "nom_1" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_b8bd88c0a9a0dc83.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_b8bd88c0a9a0dc83.sql new file mode 100644 index 0000000000000000000000000000000000000000..a407e7db4538fa189ebb03c053c25456f5ab197c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_b8bd88c0a9a0dc83.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_b8bd88c0a9a0dc83 +-- problem_id: v2p_c14_f09e6cd0d9d50f29 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_0", + CAST("id" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_0" + ORDER BY CAST("id" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_0" + ) AS "cnt" + FROM "c14" + WHERE "ord_0" IS NOT NULL + AND "id" IS NOT NULL +), +"picked" AS ( + SELECT + "ord_0", + "measure_value" + FROM "ranked" + WHERE "rn" = CAST((("cnt" * 95) + 99) / 100 AS INTEGER) +) +SELECT + "ord_0", + "measure_value" AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_b8eb12442d4a6dcd.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_b8eb12442d4a6dcd.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d2cb836ec3acb78941603368d57eb6622953383 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_b8eb12442d4a6dcd.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_b8eb12442d4a6dcd +-- problem_id: v2p_c14_aeb8d480fbbdf851 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_5", + COUNT(*) AS support, + AVG("month") AS avg_response +FROM "c14" +GROUP BY "nom_5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_bb7a0737e1b10f00.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_bb7a0737e1b10f00.sql new file mode 100644 index 0000000000000000000000000000000000000000..22e4a36a61c581b0beb7edceca8fbe8cebc76fdb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_bb7a0737e1b10f00.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c14_bb7a0737e1b10f00 +-- problem_id: v2p_c14_67a5813363ba2f24 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "bin_4", COUNT(*) AS row_count +FROM "c14" +WHERE "bin_2" = '1' +GROUP BY "bin_0", "bin_4" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_bb8c50652e1b74c1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_bb8c50652e1b74c1.sql new file mode 100644 index 0000000000000000000000000000000000000000..e19ec5db25c83cb9f14c886118c4489d0f86e84b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_bb8c50652e1b74c1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_bb8c50652e1b74c1 +-- problem_id: v2p_c14_b8fb9ede9ebada59 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", "nom_1", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_1", "nom_1" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_bc539439626c6abf.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_bc539439626c6abf.sql new file mode 100644 index 0000000000000000000000000000000000000000..dbfc828ebe95345eb190f32cf02325ab202cee99 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_bc539439626c6abf.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_bc539439626c6abf +-- problem_id: v2p_c14_6dfae619efc49148 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_4", + CAST("month" AS INTEGER) AS "month_value", + ROW_NUMBER() OVER ( + PARTITION BY "nom_4" + ORDER BY CAST("month" AS INTEGER) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "nom_4") AS "cnt" + FROM "c14" +), +"picked" AS ( + SELECT + "nom_4", + "month_value" + FROM "ranked" + WHERE "rn" = CAST((("cnt" - 1) * 0.9) AS INTEGER) + 1 +) +SELECT + "nom_4", + "month_value" AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_be5c4ec7d964fc2e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_be5c4ec7d964fc2e.sql new file mode 100644 index 0000000000000000000000000000000000000000..2905725a25d6b2b4dcc699aab01a30d41ac4fa2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_be5c4ec7d964fc2e.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_be5c4ec7d964fc2e +-- problem_id: v2p_c14_49a7ab777ff1f826 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_2", + CAST("ord_0" AS REAL) AS "ord_0_num", + CUME_DIST() OVER ( + PARTITION BY "nom_2" + ORDER BY CAST("ord_0" AS REAL) + ) AS "cum_dist" + FROM "c14" + WHERE "nom_2" IS NOT NULL + AND "ord_0" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "nom_2", + MIN("ord_0_num") AS "percentile_measure" + FROM "ranked" + WHERE "cum_dist" >= 0.9 + GROUP BY "nom_2" +) +SELECT + "nom_2", + "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC, "nom_2" ASC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_be705407b5112fca.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_be705407b5112fca.sql new file mode 100644 index 0000000000000000000000000000000000000000..723cb0b59d01dd773daf3f817cf231871a3c9821 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_be705407b5112fca.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_be705407b5112fca +-- problem_id: v2p_c14_d9f5e87eef33983d +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_1", + COUNT(*) AS "support" +FROM "c14" +GROUP BY "nom_1" +ORDER BY "support" ASC, "nom_1" +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_befa95f25f4993dd.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_befa95f25f4993dd.sql new file mode 100644 index 0000000000000000000000000000000000000000..b6d0498ebb1549cb8239d3280acc5a2bfdfb6910 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_befa95f25f4993dd.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_befa95f25f4993dd +-- problem_id: v2p_c14_bd030f76d4bbe092 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "month" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "month" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_bfe67e1ce5d3b3e8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_bfe67e1ce5d3b3e8.sql new file mode 100644 index 0000000000000000000000000000000000000000..4adadeb03b82086144407dad3fc1263499e2cdcc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_bfe67e1ce5d3b3e8.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_bfe67e1ce5d3b3e8 +-- problem_id: v2p_c14_6c5db6732efa92f5 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "bin_3", + CAST("month" AS REAL) AS "month_value" + FROM "c14" + WHERE "nom_4" = 'Oboe' + AND "month" IS NOT NULL +), "ranked" AS ( + SELECT + "bin_3", + "month_value", + ROW_NUMBER() OVER (PARTITION BY "bin_3" ORDER BY "month_value") AS "rn", + COUNT(*) OVER (PARTITION BY "bin_3") AS "cnt" + FROM "filtered" +), "picked" AS ( + SELECT + "bin_3", + "month_value", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "bin_3", + MAX(CASE WHEN "rn" = "target_rn" THEN "month_value" END) AS "conditional_percentile" +FROM "picked" +GROUP BY "bin_3" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_c1feac41bfe1d325.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_c1feac41bfe1d325.sql new file mode 100644 index 0000000000000000000000000000000000000000..16c44fc77fc40bd61ae240eaf7f50d5914671946 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_c1feac41bfe1d325.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_c1feac41bfe1d325 +-- problem_id: v2p_c14_310417e39178b5e6 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_3", + CAST("day" AS REAL) AS "day_value", + ROW_NUMBER() OVER ( + PARTITION BY "nom_3" + ORDER BY CAST("day" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_3" + ) AS "cnt" + FROM "c14" + WHERE "nom_3" IS NOT NULL + AND "day" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "nom_3", + "day_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST((0.95 * "cnt") + 0.9999999999999999 AS INT) +) +SELECT + "nom_3", + "percentile_measure" +FROM "percentile_pick" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_c2094f3190786c99.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_c2094f3190786c99.sql new file mode 100644 index 0000000000000000000000000000000000000000..9db80980348b7c5300ab1a41e20ec8b2731fd881 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_c2094f3190786c99.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_c2094f3190786c99 +-- problem_id: v2p_c14_f9458636b2006cc9 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_3", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "ord_3" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_c3c9fd971e94027b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_c3c9fd971e94027b.sql new file mode 100644 index 0000000000000000000000000000000000000000..69f9aa7473e61652005dcf709cff249125dcd6dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_c3c9fd971e94027b.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_c3c9fd971e94027b +-- problem_id: v2p_c14_2949c26a95862159 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_3" AS "group_col", + CAST("day" AS REAL) AS "measure_col", + ROW_NUMBER() OVER ( + PARTITION BY "nom_3" + ORDER BY CAST("day" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_3" + ) AS "cnt" + FROM "c14" + WHERE "nom_3" IS NOT NULL + AND "day" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "group_col", + MIN("measure_col") AS "percentile_measure" + FROM "ranked" + WHERE "rn" >= CAST((0.9 * "cnt") + 0.999999 AS INTEGER) + GROUP BY "group_col" +) +SELECT + "group_col" AS "nom_3", + "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_c4703259eb13fb0e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_c4703259eb13fb0e.sql new file mode 100644 index 0000000000000000000000000000000000000000..322ca8f6997514b7eff0932983283f01d07852c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_c4703259eb13fb0e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_c4703259eb13fb0e +-- problem_id: v2p_c14_cdd5e4e7a030f4b5 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", + AVG(CASE WHEN "bin_2" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_4" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_c60d4765402663e8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_c60d4765402663e8.sql new file mode 100644 index 0000000000000000000000000000000000000000..44db08b04269b1cfc03b95ba33700f65b02683c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_c60d4765402663e8.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_c60d4765402663e8 +-- problem_id: v2p_c14_b1828e66fd19fc4c +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_0" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_0" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_c6507545b4e9b506.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_c6507545b4e9b506.sql new file mode 100644 index 0000000000000000000000000000000000000000..cac3442c04dff9c8413732fdc3f4380f6b84a9da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_c6507545b4e9b506.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_c6507545b4e9b506 +-- problem_id: v2p_c14_3b6996a020bbd8e7 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_4" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "bin_4" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_c6d55dfe58f1bde8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_c6d55dfe58f1bde8.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b527eee9d8a014a2e5be76fd2322dc82e504e7c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_c6d55dfe58f1bde8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c14_c6d55dfe58f1bde8 +-- problem_id: v2p_c14_19798606c952903e +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_0", COUNT(DISTINCT "nom_9") AS distinct_entities +FROM "c14" +GROUP BY "nom_0" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_c923845644bd3386.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_c923845644bd3386.sql new file mode 100644 index 0000000000000000000000000000000000000000..61186b7726f461dffb4e6c4f0abe781e69a09bc6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_c923845644bd3386.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_c923845644bd3386 +-- problem_id: v2p_c14_b28775f125ecf7ed +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_1" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_1" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ca2746fd2b92995c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ca2746fd2b92995c.sql new file mode 100644 index 0000000000000000000000000000000000000000..db18fc230cbda8c57e862f36ecc83bd5837c3df0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ca2746fd2b92995c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_ca2746fd2b92995c +-- problem_id: v2p_c14_56a4be439ddbb8a9 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", "bin_2", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_1", "bin_2" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ca34021981367b9c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ca34021981367b9c.sql new file mode 100644 index 0000000000000000000000000000000000000000..38b3ad0280317053361fc09b76a760c23bb1245f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ca34021981367b9c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_ca34021981367b9c +-- problem_id: v2p_c14_a62d9fb590146cf0 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", COUNT(*) AS row_count +FROM "c14" +GROUP BY "bin_0" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ca76bce0eef50af1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ca76bce0eef50af1.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6cd911e4dc8621729f35b2f9d06df338ba0a3b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ca76bce0eef50af1.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_ca76bce0eef50af1 +-- problem_id: v2p_c14_86355450b70dd7ce +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "nom_3", + CAST("id" AS REAL) AS "id_value" + FROM "c14" + WHERE "target" = '0' + AND "nom_3" IS NOT NULL + AND "id" IS NOT NULL +), +"ranked" AS ( + SELECT + "nom_3", + "id_value", + ROW_NUMBER() OVER (PARTITION BY "nom_3" ORDER BY "id_value") AS "rn", + COUNT(*) OVER (PARTITION BY "nom_3") AS "cnt" + FROM "filtered" +) +SELECT + "nom_3", + "id_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(((0.95 * "cnt") + 0.999999999) AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ca82ab2e3903fbce.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ca82ab2e3903fbce.sql new file mode 100644 index 0000000000000000000000000000000000000000..e276d0a6e1686f7a727cd721225bc3f4413c9bb0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ca82ab2e3903fbce.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_ca82ab2e3903fbce +-- problem_id: v2p_c14_4b2c6ad632d8044c +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "ord_3", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_0", "ord_3" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_cb0355276263441a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_cb0355276263441a.sql new file mode 100644 index 0000000000000000000000000000000000000000..900f1f108b1fd953a236caa88d55d7e1423dd079 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_cb0355276263441a.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_cb0355276263441a +-- problem_id: v2p_c14_70ad390cf4648348 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_2" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_2" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_cbebce37bd7adfe5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_cbebce37bd7adfe5.sql new file mode 100644 index 0000000000000000000000000000000000000000..7319d111e326f9f3c55530d6d202565aa0531a68 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_cbebce37bd7adfe5.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_cbebce37bd7adfe5 +-- problem_id: v2p_c14_cd673b7c098b1a84 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_2" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_2" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ce88aef53664bd5b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ce88aef53664bd5b.sql new file mode 100644 index 0000000000000000000000000000000000000000..19aff3f188e55c48212cb47d0f77ad158f556fb1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ce88aef53664bd5b.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_ce88aef53664bd5b +-- problem_id: v2p_c14_fab88e351ccaf701 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "bin_4", + CAST("id" AS INTEGER) AS "measure_value" + FROM "c14" + WHERE "ord_0" = '2' + AND "bin_4" IS NOT NULL + AND "id" IS NOT NULL +), +"ranked" AS ( + SELECT + "bin_4", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "bin_4" + ORDER BY "measure_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "bin_4" + ) AS "cnt" + FROM "filtered" +) +SELECT + "bin_4", + MIN("measure_value") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST(((9 * "cnt") + 9) / 10 AS INTEGER) +GROUP BY "bin_4" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_cef6bd2af8d1adae.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_cef6bd2af8d1adae.sql new file mode 100644 index 0000000000000000000000000000000000000000..5295938e5a8a5d7c6865275483e775351ee19f94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_cef6bd2af8d1adae.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_cef6bd2af8d1adae +-- problem_id: v2p_c14_e0c31fcd717b3e58 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_9", + COUNT(*) AS support, + AVG("month") AS avg_response +FROM "c14" +GROUP BY "nom_9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_cf92e9e0bb621ba2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_cf92e9e0bb621ba2.sql new file mode 100644 index 0000000000000000000000000000000000000000..bfad08b33c354bfdfb6a1c4335f5b727c81e5890 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_cf92e9e0bb621ba2.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_cf92e9e0bb621ba2 +-- problem_id: v2p_c14_f5735d667b3ef625 +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_4", + COUNT(*) AS support +FROM "c14" +GROUP BY "bin_4" +ORDER BY support ASC, "bin_4" +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d0279f4f6d4e0dde.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d0279f4f6d4e0dde.sql new file mode 100644 index 0000000000000000000000000000000000000000..8a72c8901599570d31f9f31c3f7765702b0049a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d0279f4f6d4e0dde.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c14_d0279f4f6d4e0dde +-- problem_id: v2p_c14_ad4b246beca794db +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_4", COUNT(DISTINCT "nom_8") AS distinct_entities +FROM "c14" +GROUP BY "bin_4" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d0af6bba16ee55b2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d0af6bba16ee55b2.sql new file mode 100644 index 0000000000000000000000000000000000000000..078a4701c947ec532810440622374cd09063d69b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d0af6bba16ee55b2.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_d0af6bba16ee55b2 +-- problem_id: v2p_c14_b1a7e727acf8dba1 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_1", COUNT(*) AS support +FROM "c14" +WHERE "nom_9" = '1f31c5cc1' +GROUP BY "ord_1" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d15fda0587588834.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d15fda0587588834.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d1f1b9b5a82550273dd355ba29d621510028d85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d15fda0587588834.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_d15fda0587588834 +-- problem_id: v2p_c14_748ac38e8a4f7aa2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_2" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "bin_2" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d529f97d83b48164.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d529f97d83b48164.sql new file mode 100644 index 0000000000000000000000000000000000000000..76dc108bcecd4e9a5e1a97acdba0d7d471f94750 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d529f97d83b48164.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_d529f97d83b48164 +-- problem_id: v2p_c14_ff9648911b5d4c74 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "ord_3", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_0", "ord_3" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d579c7350c4de4f6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d579c7350c4de4f6.sql new file mode 100644 index 0000000000000000000000000000000000000000..ee464725ed2babc66c6a8492368359fca4941f73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d579c7350c4de4f6.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_d579c7350c4de4f6 +-- problem_id: v2p_c14_422eea515731cb36 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "bin_0", + CAST("id" AS REAL) AS "measure_value" + FROM "c14" + WHERE "nom_1" = 'Trapezoid' +), +"ranked" AS ( + SELECT + "bin_0", + "measure_value", + ROW_NUMBER() OVER (PARTITION BY "bin_0" ORDER BY "measure_value") AS "rn", + COUNT(*) OVER (PARTITION BY "bin_0") AS "cnt" + FROM "filtered" +) +SELECT + "bin_0", + MIN(CASE + WHEN "rn" >= CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) + THEN "measure_value" + END) AS "conditional_percentile" +FROM "ranked" +GROUP BY "bin_0" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d631f051826f3572.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d631f051826f3572.sql new file mode 100644 index 0000000000000000000000000000000000000000..55317615133fae21ce62a4a549d0a86f3417466a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d631f051826f3572.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_d631f051826f3572 +-- problem_id: v2p_c14_af0f0343bc5226a2 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_1", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_1" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d6fe43c6c310dadb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d6fe43c6c310dadb.sql new file mode 100644 index 0000000000000000000000000000000000000000..60ced723162eec0d37a8459a2cbec3364f78d439 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d6fe43c6c310dadb.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_c14_d6fe43c6c310dadb +-- problem_id: v2p_c14_718de9657b6227de +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "nom_3" AS "group_col", + CAST("id" AS REAL) AS "measure_col" + FROM "c14" + WHERE "target" = '1' + AND "nom_3" IS NOT NULL + AND "id" IS NOT NULL +), "ranked" AS ( + SELECT + "group_col", + "measure_col", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_col") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +) +SELECT + "group_col" AS "nom_3", + "measure_col" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d7e75b76860762ef.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d7e75b76860762ef.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e23dc7dea30714b6e9cb283b5d737b4f635a707 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d7e75b76860762ef.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_d7e75b76860762ef +-- problem_id: v2p_c14_51bbe3649efbfd58 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_3", COUNT(*) AS support +FROM "c14" +WHERE CAST("ord_0" AS REAL) >= 2.5 +GROUP BY "nom_3" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d83bc424bf3936ba.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d83bc424bf3936ba.sql new file mode 100644 index 0000000000000000000000000000000000000000..08a23a60d17edf380ed161ca13ff0e982e1fe7a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d83bc424bf3936ba.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_d83bc424bf3936ba +-- problem_id: v2p_c14_bdd13fe0778e30ca +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_1", + COUNT(*) AS support +FROM "c14" +GROUP BY "nom_1" +ORDER BY support ASC, "nom_1" +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d85fc1c6a57ebbd7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d85fc1c6a57ebbd7.sql new file mode 100644 index 0000000000000000000000000000000000000000..73b023b9915ba3a81dc490acbc4bf877ef9080c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d85fc1c6a57ebbd7.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_d85fc1c6a57ebbd7 +-- problem_id: v2p_c14_e932dbfc251b3fbc +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "ord_4", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_0", "ord_4" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d86ffd3d363574ef.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d86ffd3d363574ef.sql new file mode 100644 index 0000000000000000000000000000000000000000..76b82d345d2479d66a53af3586e70b2907e61fa7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d86ffd3d363574ef.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_d86ffd3d363574ef +-- problem_id: v2p_c14_a62884b53697e446 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", + COUNT(*) AS support, + AVG(CAST("ord_0" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_9") AS distinct_entities +FROM "c14" +GROUP BY "ord_3" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d9a6fc6730658260.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d9a6fc6730658260.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e4581916b65eae056fe278ceebfa9a47c3fb9d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_d9a6fc6730658260.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c14_d9a6fc6730658260 +-- problem_id: v2p_c14_7d058ebfc0c019d1 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "bin_2", COUNT(*) AS row_count +FROM "c14" +WHERE "bin_0" = '1' +GROUP BY "bin_0", "bin_2" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_dad9f5863dcc1374.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_dad9f5863dcc1374.sql new file mode 100644 index 0000000000000000000000000000000000000000..f2f6a88366d88049e5eb81740aef910077d0ff85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_dad9f5863dcc1374.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_dad9f5863dcc1374 +-- problem_id: v2p_c14_526504812bdd952c +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", COUNT(*) AS row_count +FROM "c14" +GROUP BY "ord_3" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_db197f403cadc40b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_db197f403cadc40b.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a226507931ff83e01736bf0ad72e58f4eddc42a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_db197f403cadc40b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_db197f403cadc40b +-- problem_id: v2p_c14_d32e7b2e60f25522 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_8", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "c14" +GROUP BY "nom_8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_dd71089af579d3bc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_dd71089af579d3bc.sql new file mode 100644 index 0000000000000000000000000000000000000000..03bd095683d939a9227e7423f2399a870b642586 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_dd71089af579d3bc.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_dd71089af579d3bc +-- problem_id: v2p_c14_e71773eb8425c476 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "id", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "c14" +GROUP BY "id" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ddcc09f08b7decc4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ddcc09f08b7decc4.sql new file mode 100644 index 0000000000000000000000000000000000000000..89625b4d26f056e70915c728c9327d17909f7819 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ddcc09f08b7decc4.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_ddcc09f08b7decc4 +-- problem_id: v2p_c14_04e5f4b2ae3d87d9 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_0" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_0" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_de23f6fbab0bd0dd.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_de23f6fbab0bd0dd.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e3a96c5322ed766675891838a291d5bdbc290b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_de23f6fbab0bd0dd.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_de23f6fbab0bd0dd +-- problem_id: v2p_c14_350dee8d9e0f2096 +-- realization_mode: agent +-- source_kind: agent +SELECT "day", + COUNT(*) AS support, + AVG(CAST("month" AS REAL)) AS avg_measure, + COUNT(DISTINCT "ord_5") AS distinct_entities +FROM "c14" +GROUP BY "day" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_de8de6e765516bea.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_de8de6e765516bea.sql new file mode 100644 index 0000000000000000000000000000000000000000..46d33c33a610d398179cfcbdd4772a909e074bf9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_de8de6e765516bea.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_de8de6e765516bea +-- problem_id: v2p_c14_49cb2a57a8ff607f +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_4", + COUNT(*) AS support +FROM "c14" +GROUP BY "bin_4" +ORDER BY support ASC, "bin_4" +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_df686d2536c7129f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_df686d2536c7129f.sql new file mode 100644 index 0000000000000000000000000000000000000000..3fa639a2b141809b548242ec86bc6d304b05ebb9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_df686d2536c7129f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_df686d2536c7129f +-- problem_id: v2p_c14_09e17c41569e9e0f +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", "bin_4", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_1", "bin_4" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e01772cff6102a79.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e01772cff6102a79.sql new file mode 100644 index 0000000000000000000000000000000000000000..409983e1e358dc11603b466676d17d7b899e02f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e01772cff6102a79.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_e01772cff6102a79 +-- problem_id: v2p_c14_35bf3f430c2b1b4b +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_3", + COUNT(*) AS support +FROM "c14" +GROUP BY "bin_3" +ORDER BY support ASC, "bin_3" +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e1868a31b1338d8e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e1868a31b1338d8e.sql new file mode 100644 index 0000000000000000000000000000000000000000..05beb359222d689eced95cc4efeb3336e1226982 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e1868a31b1338d8e.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_e1868a31b1338d8e +-- problem_id: v2p_c14_2b51f10e10e0ac11 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_3", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_3" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e42bdc39c71cb468.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e42bdc39c71cb468.sql new file mode 100644 index 0000000000000000000000000000000000000000..dda55143fb4e0c0f6df36995c392852eac12bdc3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e42bdc39c71cb468.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_e42bdc39c71cb468 +-- problem_id: v2p_c14_afe6c4535b659f07 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_4", COUNT(*) AS support +FROM "c14" +WHERE "nom_7" = '27e8d4511' +GROUP BY "nom_4" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e4e85cb6c25b9d55.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e4e85cb6c25b9d55.sql new file mode 100644 index 0000000000000000000000000000000000000000..07c6437c4b1a94c7a5071a4f7d4983f3e9db084b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e4e85cb6c25b9d55.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c14_e4e85cb6c25b9d55 +-- problem_id: v2p_c14_6f51823521cbe5f1 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", COUNT(DISTINCT "id") AS distinct_entities +FROM "c14" +GROUP BY "bin_0" +ORDER BY distinct_entities DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e580f449af8a55d7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e580f449af8a55d7.sql new file mode 100644 index 0000000000000000000000000000000000000000..f3fd6049f89c00eeeeb2e7582070eb5f2924762c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e580f449af8a55d7.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_e580f449af8a55d7 +-- problem_id: v2p_c14_d1227cb22a96dd72 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_6", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "c14" +GROUP BY "nom_6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e5e3cd49a82c9684.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e5e3cd49a82c9684.sql new file mode 100644 index 0000000000000000000000000000000000000000..62f156b16d5a9c9c38b7862202c43e7c519e9f45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e5e3cd49a82c9684.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_e5e3cd49a82c9684 +-- problem_id: v2p_c14_da400f9e6723831c +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_4", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "ord_4" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e6a4d7a2306b8c0e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e6a4d7a2306b8c0e.sql new file mode 100644 index 0000000000000000000000000000000000000000..34c2f699e5918a905e3e47498b1fa7f0dc3d30c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e6a4d7a2306b8c0e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_e6a4d7a2306b8c0e +-- problem_id: v2p_c14_20ff2b7e46791ab2 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_4", + "ord_4", + COUNT(*) AS support +FROM "c14" +GROUP BY "nom_4", "ord_4" +ORDER BY support ASC, "nom_4", "ord_4" +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e8f62a42d41cbb47.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e8f62a42d41cbb47.sql new file mode 100644 index 0000000000000000000000000000000000000000..11cf341cfea5aa40f728a38e6b77d85d998e507b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e8f62a42d41cbb47.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_e8f62a42d41cbb47 +-- problem_id: v2p_c14_a8ba0c759c177b95 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_4", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_4" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e925f47fd547e860.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e925f47fd547e860.sql new file mode 100644 index 0000000000000000000000000000000000000000..43776ae708a06e595fd19bdc951dc2b649dd9205 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e925f47fd547e860.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_e925f47fd547e860 +-- problem_id: v2p_c14_c5ef1c21e47395cd +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_7", + COUNT(*) AS support, + AVG("ord_0") AS avg_response +FROM "c14" +GROUP BY "nom_7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e9489fc132d33baf.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e9489fc132d33baf.sql new file mode 100644 index 0000000000000000000000000000000000000000..44d195cc26b788feb1d38a0a215bf633e5e91b52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e9489fc132d33baf.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c14_e9489fc132d33baf +-- problem_id: v2p_c14_926c9caea0692e3d +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", COUNT(DISTINCT "nom_6") AS distinct_entities +FROM "c14" +GROUP BY "bin_2" +ORDER BY distinct_entities DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e95c16f09a182e2d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e95c16f09a182e2d.sql new file mode 100644 index 0000000000000000000000000000000000000000..dc9c7b6b32c47628bff5d52dfd00615f808b6643 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_e95c16f09a182e2d.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_e95c16f09a182e2d +-- problem_id: v2p_c14_4e972e0dd354f338 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_4", COUNT(*) AS support +FROM "c14" +WHERE "ord_1" = 'Novice' +GROUP BY "nom_4" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ebc2f4109709ce00.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ebc2f4109709ce00.sql new file mode 100644 index 0000000000000000000000000000000000000000..6557e61a636c4d82c832abb3748b6fffd757c03d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ebc2f4109709ce00.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_ebc2f4109709ce00 +-- problem_id: v2p_c14_8d7dea800d808c53 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ord_4", + COUNT(*) AS support, + AVG("ord_0") AS avg_response +FROM "c14" +GROUP BY "ord_4" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ed8b7247c1842e9e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ed8b7247c1842e9e.sql new file mode 100644 index 0000000000000000000000000000000000000000..01b9ae59c19ef1308809458c0879af75f627726d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ed8b7247c1842e9e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_ed8b7247c1842e9e +-- problem_id: v2p_c14_ba5ff5ad79a1ce15 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", + COUNT(*) AS support, + AVG("id") AS avg_measure, + COUNT(DISTINCT "nom_8") AS distinct_entities +FROM "c14" +GROUP BY "ord_2" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ee038e1f80efae48.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ee038e1f80efae48.sql new file mode 100644 index 0000000000000000000000000000000000000000..771ca7aae7c7153837088057be42cd4a7f5e5ab4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ee038e1f80efae48.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_ee038e1f80efae48 +-- problem_id: v2p_c14_73ec974f929d50ac +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_8", + COUNT(*) AS support, + AVG("ord_0") AS avg_response +FROM "c14" +GROUP BY "nom_8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ee4693bff0137f6a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ee4693bff0137f6a.sql new file mode 100644 index 0000000000000000000000000000000000000000..c9e926d6c73a6e17a8ced11a67925a8efd48e4c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ee4693bff0137f6a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_ee4693bff0137f6a +-- problem_id: v2p_c14_77c76ae83f48f67f +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "day", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_0", "day" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ee50101412b993f3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ee50101412b993f3.sql new file mode 100644 index 0000000000000000000000000000000000000000..830f81b3fce0f260a7dabb19182140d3a53f0468 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ee50101412b993f3.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_ee50101412b993f3 +-- problem_id: v2p_c14_ee5c558014f5dafc +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", "nom_0", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_1", "nom_0" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f2ab769e80966707.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f2ab769e80966707.sql new file mode 100644 index 0000000000000000000000000000000000000000..5765359c5ebd2d29124166e867898ee0c582d9eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f2ab769e80966707.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_f2ab769e80966707 +-- problem_id: v2p_c14_7139916e55f78a25 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_1", + CAST("ord_0" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_1" + ORDER BY CAST("ord_0" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_1" + ) AS "cnt" + FROM "c14" + WHERE "ord_1" IS NOT NULL + AND "ord_0" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "ord_1", + "measure_value" + FROM "ranked" + WHERE "rn" = CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + "ord_1", + "measure_value" AS "percentile_measure" +FROM "percentile_pick" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f2f43cfdc7c0cfc5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f2f43cfdc7c0cfc5.sql new file mode 100644 index 0000000000000000000000000000000000000000..34cf5fc41bf8ee077993c660100f86f8b55c9fcb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f2f43cfdc7c0cfc5.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_f2f43cfdc7c0cfc5 +-- problem_id: v2p_c14_eb7bd0791a713ffe +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_1", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_1" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f31c6b42c7ddf18b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f31c6b42c7ddf18b.sql new file mode 100644 index 0000000000000000000000000000000000000000..60bbc91403d8de459a8225163186e8181ee8d2ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f31c6b42c7ddf18b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_f31c6b42c7ddf18b +-- problem_id: v2p_c14_9aeca83deb73bae1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_0", + "ord_1", + COUNT(*) AS support +FROM "c14" +GROUP BY "ord_0", "ord_1" +ORDER BY support ASC, "ord_0", "ord_1" +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f3b92682de6d08c9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f3b92682de6d08c9.sql new file mode 100644 index 0000000000000000000000000000000000000000..d1e8fff45678148da03b206574996a20cba5fd5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f3b92682de6d08c9.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_f3b92682de6d08c9 +-- problem_id: v2p_c14_210d95c23b01c4e2 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_1", + CAST("id" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "nom_1" + ORDER BY CAST("id" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_1" + ) AS "cnt" + FROM "c14" + WHERE "nom_1" IS NOT NULL + AND "id" IS NOT NULL +) +SELECT + "nom_1", + MIN("measure") AS "percentile_measure" +FROM "ranked" +WHERE "rn" >= CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +GROUP BY "nom_1" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f3ee33af3e290c7b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f3ee33af3e290c7b.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b61cf349f538e1c1870e7aa4256f2fbf989f202 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f3ee33af3e290c7b.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_f3ee33af3e290c7b +-- problem_id: v2p_c14_3df1c002f3eccd50 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_0" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_0" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f433a2656aa784d3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f433a2656aa784d3.sql new file mode 100644 index 0000000000000000000000000000000000000000..07973d77c8679dc97d696f1def373691fd60aba1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f433a2656aa784d3.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c14_f433a2656aa784d3 +-- problem_id: v2p_c14_01a6cbbf183de78f +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_0", + COUNT(*) AS support +FROM "c14" +GROUP BY "nom_0" +ORDER BY support ASC, "nom_0" +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f747217bad64c798.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f747217bad64c798.sql new file mode 100644 index 0000000000000000000000000000000000000000..18d226b5c3e0e5476ded231cd4791756cf874300 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f747217bad64c798.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_f747217bad64c798 +-- problem_id: v2p_c14_b19414336636ff00 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_7", + COUNT(*) AS support, + AVG("month") AS avg_response +FROM "c14" +GROUP BY "nom_7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f9aff8e26b63b8b2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f9aff8e26b63b8b2.sql new file mode 100644 index 0000000000000000000000000000000000000000..a350db1e4b9199fc57df960da31d546e357615ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f9aff8e26b63b8b2.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_f9aff8e26b63b8b2 +-- problem_id: v2p_c14_74cd3bd292a3eb26 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_1", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "ord_1" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f9c3bf85217e2c00.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f9c3bf85217e2c00.sql new file mode 100644 index 0000000000000000000000000000000000000000..f583787d27313aebf22ae6b44caeac2975874a8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_f9c3bf85217e2c00.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c14_f9c3bf85217e2c00 +-- problem_id: v2p_c14_e76b9870cba12702 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "nom_1", COUNT(*) AS row_count +FROM "c14" +WHERE "bin_4" = 'N' +GROUP BY "bin_0", "nom_1" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_fa29817b6302bfc8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_fa29817b6302bfc8.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d3e7da2c4582714cd25f7defedb53648c067095 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_fa29817b6302bfc8.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_fa29817b6302bfc8 +-- problem_id: v2p_c14_ed4031f298f429f4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ord_4", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "c14" +GROUP BY "ord_4" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_fa58ca303ecd657a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_fa58ca303ecd657a.sql new file mode 100644 index 0000000000000000000000000000000000000000..e95b9ac8a1e195ffd3e7c333e3437d45ba96c1de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_fa58ca303ecd657a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_fa58ca303ecd657a +-- problem_id: v2p_c14_28a0d1fed3128d0a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ord_4", + COUNT(*) AS support, + AVG("month") AS avg_response +FROM "c14" +GROUP BY "ord_4" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_fb675645579573c4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_fb675645579573c4.sql new file mode 100644 index 0000000000000000000000000000000000000000..b69b41a7e6ee975be0e6ae94e41acfc402693dcc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_fb675645579573c4.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_fb675645579573c4 +-- problem_id: v2p_c14_5ae4f5176531127c +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "day" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "day" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_fcc5f18e570ecbc7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_fcc5f18e570ecbc7.sql new file mode 100644 index 0000000000000000000000000000000000000000..857b57097db7317d6a34b3efe7122c4398f3a0f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_fcc5f18e570ecbc7.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_fcc5f18e570ecbc7 +-- problem_id: v2p_c14_8701649a1add5249 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_8", + COUNT(*) AS support, + AVG("month") AS avg_response +FROM "c14" +GROUP BY "nom_8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_fd1378857fd16f30.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_fd1378857fd16f30.sql new file mode 100644 index 0000000000000000000000000000000000000000..0a781c3ab52a09bac578daa00d231042fb1b40db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_fd1378857fd16f30.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_fd1378857fd16f30 +-- problem_id: v2p_c14_8252786435b85cae +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_0", + "ord_2", + COUNT(*) AS support +FROM "c14" +GROUP BY "ord_0", "ord_2" +ORDER BY support ASC, "ord_0", "ord_2" +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_fd9dfb9625ed0eb0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_fd9dfb9625ed0eb0.sql new file mode 100644 index 0000000000000000000000000000000000000000..93feed2d9e8e26940b6e9b9ccd13ed345123b3aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_fd9dfb9625ed0eb0.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_fd9dfb9625ed0eb0 +-- problem_id: v2p_c14_1ff4101e28b18175 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", + AVG(CASE WHEN "ord_0" = '2' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_2" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ff6e1a512553c71c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ff6e1a512553c71c.sql new file mode 100644 index 0000000000000000000000000000000000000000..6509be1d71c8284e49494bcade8bc5ba3d0b7332 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ff6e1a512553c71c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_ff6e1a512553c71c +-- problem_id: v2p_c14_c08ba8cb9e0b27fc +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_4", + "ord_3", + COUNT(*) AS support +FROM "c14" +GROUP BY "nom_4", "ord_3" +ORDER BY support ASC, "nom_4", "ord_3" +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ff8da290f117b0d8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ff8da290f117b0d8.sql new file mode 100644 index 0000000000000000000000000000000000000000..928c5ccf5300b71a9d4f6620e56f89f68b6d8526 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ff8da290f117b0d8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_ff8da290f117b0d8 +-- problem_id: v2p_c14_913d94874142faae +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", + AVG(CASE WHEN "bin_0" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_2" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ffe06068ccc7b152.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ffe06068ccc7b152.sql new file mode 100644 index 0000000000000000000000000000000000000000..c822d2e9a89495a044232f99c03de46a68f317a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/c14/sql/v2q_c14_ffe06068ccc7b152.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_ffe06068ccc7b152 +-- problem_id: v2p_c14_cd20d7ea452b3ad7 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", + COUNT(*) AS support, + AVG(CAST("month" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_7") AS distinct_entities +FROM "c14" +GROUP BY "bin_1" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14dbc4be33baeb83402be58cecf645e74c57c820 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7355, "bytes_utf8": 7355, "lines": 232, "estimated_tokens": 2392}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 505, "bytes_utf8": 505, "lines": 1, "estimated_tokens": 143}, "usage": {"input_tokens": 22481, "cached_input_tokens": 21888, "output_tokens": 174}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5a8a8e4c6b587c2ecb9df93c7355f6db63485b5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_008b4a6b1c8d77c6", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 174, + "total_tokens": 22655, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 143, + "estimated_total_tokens": 2535, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12554.21, + "sql_execution_elapsed_ms_total": 12.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_008b4a6b1c8d77c6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c554f58d309e0b37e2277805fc55c1f10de92ee0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:07:38.301986+00:00", + "ended_at": "2026-05-04T08:07:50.856401+00:00", + "elapsed_ms": 12554.21, + "prompt_metrics": { + "chars": 7355, + "bytes_utf8": 7355, + "lines": 232, + "estimated_tokens": 2392 + }, + "stdout_metrics": { + "chars": 843, + "bytes_utf8": 843, + "lines": 4, + "estimated_tokens": 262 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13185 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 505, + "bytes_utf8": 505, + "lines": 1, + "estimated_tokens": 143 + }, + "usage": { + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 174 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6771bf850841a761505dfb804461c18c7a87c75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "predicate_col": "27.7004", + "predicate_op": ">=", + "predicate_value": 24.06035, + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f06d4eb50ccbf1243d44bc15adc3b225e8b798f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df207-4ec3-7eb3-9639-1d627c4e6a4f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"27.7004\\\" AS REAL) >= 24.06035\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"28.7967\\\", predicate_col=\\\"27.7004\\\", predicate_op=\\\">=\\\", predicate_value=24.06035, top_k=15. Casted TEXT feature columns to REAL for SQLite-compatible numeric filtering and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22481,"cached_input_tokens":21888,"output_tokens":174}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e147e4ebf80d007473f87c1d27c6f272d5078c2a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"28.7967\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"27.7004\" AS REAL) >= 24.06035\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Used the required template with fixed bindings: group_col=\"g\", measure_col=\"28.7967\", predicate_col=\"27.7004\", predicate_op=\">=\", predicate_value=24.06035, top_k=15. Casted TEXT feature columns to REAL for SQLite-compatible numeric filtering and aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..13c58d81ec4516dd112c7484d25ae52565acda91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:07:38.486438Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:07:40.968700Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:07:50.109987Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ad8db1dc9b5e4f21de239c95ce7cb5cea97d6d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967. +Result preview: [{"g": "g", "total_measure": 175940.5825}, {"g": "h", "total_measure": 116834.8961}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bff6d2dbd80ffe164088ee893e35a5b7ed91d7bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_008b4a6b1c8d77c6 +-- problem_id: v2p_n11_3974eefb80449806 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("28.7967" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("27.7004" AS REAL) >= 24.06035 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..faeb9df3791c13bf87030d0f35216d7d76254292 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"28.7967\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"27.7004\" AS REAL) >= 24.06035\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"27.7004\\\" AS REAL) >= 24.06035\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 175940.5825}, {\"g\": \"h\", \"total_measure\": 116834.8961}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.07}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..491fed45295bceaf881c89dd10e4e266df22c944 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:07:38.296885+00:00", + "ended_at": "2026-05-04T08:07:50.902426+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_008b4a6b1c8d77c6", + "problem_id": "v2p_n11_3974eefb80449806", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "predicate_col": "27.7004", + "predicate_op": ">=", + "predicate_value": 24.06035, + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_008b4a6b1c8d77c6.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_008b4a6b1c8d77c6", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 174, + "total_tokens": 22655, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 143, + "estimated_total_tokens": 2535, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12554.21, + "sql_execution_elapsed_ms_total": 12.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_008b4a6b1c8d77c6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e788edb360257954967abaeb486e4391ae6f54c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:07:50.879612+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12554.21, "started_at": "2026-05-04T08:07:38.301986+00:00", "ended_at": "2026-05-04T08:07:50.856401+00:00", "prompt_metrics": {"chars": 7355, "bytes_utf8": 7355, "lines": 232, "estimated_tokens": 2392}, "response_metrics": {"chars": 505, "bytes_utf8": 505, "lines": 1, "estimated_tokens": 143}, "usage": {"input_tokens": 22481, "cached_input_tokens": 21888, "output_tokens": 174}, "stderr_preview": "2026-05-04T08:07:38.486438Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:07:40.968700Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 24.06035\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"28.7967\\\", predicate_col=\\\"27.7004\\\", predicate_op=\\\">=\\\", predicate_value=24.06035, top_k=15. Casted TEXT feature columns to REAL for SQLite-compatible numeric filtering and aggregation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d985057c682ad06b9b071c30515e89b94c740da9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_008b4a6b1c8d77c6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_008b4a6b1c8d77c6", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 174, + "total_tokens": 22655, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 143, + "estimated_total_tokens": 2535, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12554.21, + "sql_execution_elapsed_ms_total": 12.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_008b4a6b1c8d77c6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f03e676c1d68a79cff690ab6c355c066410f9b6a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"27.7004": "0", "support": 41, "avg_response": 23.999756097560976}, {"27.7004": "-0.0001", "support": 7, "avg_response": 22.53184285714286}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f762ffd368fc1e39486bac8dbf51a2606ca85c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_00a98cdf1e618aa0 +-- problem_id: v2p_n11_528c4e96c47e00b8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "27.7004", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "27.7004" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a7badfb54f6f148bfdb100c2f0c68544e97b2191 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_00a98cdf1e618aa0\n-- problem_id: v2p_n11_528c4e96c47e00b8\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"27.7004\",\n COUNT(*) AS support,\n AVG(\"28.7967\") AS avg_response\nFROM \"n11\"\nGROUP BY \"27.7004\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_00a98cdf1e618aa0\\n-- problem_id: v2p_n11_528c4e96c47e00b8\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"27.7004\\\",\\n COUNT(*) AS support,\\n AVG(\\\"28.7967\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"27.7004\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"27.7004\", \"support\", \"avg_response\"], \"rows\": [{\"27.7004\": \"0\", \"support\": 41, \"avg_response\": 23.999756097560976}, {\"27.7004\": \"-0.0001\", \"support\": 7, \"avg_response\": 22.53184285714286}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.17}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f016ee6ad6aa3e53955a44f711a339ef090c7afb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.321722+00:00", + "ended_at": "2026-05-04T08:16:37.347179+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_00a98cdf1e618aa0", + "problem_id": "v2p_n11_528c4e96c47e00b8", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=28.7967, key_col=27.7004.", + "bindings": { + "key_col": "27.7004", + "measure_col": "28.7967", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=17", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 17, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_00a98cdf1e618aa0.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92cfc23f93532d99c24d743a04d788f1e50e97aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7346, "bytes_utf8": 7346, "lines": 232, "estimated_tokens": 2392}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 522, "bytes_utf8": 522, "lines": 1, "estimated_tokens": 148}, "usage": {"input_tokens": 22481, "cached_input_tokens": 21888, "output_tokens": 164}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..720325e341de8c79f6b4adafb933cb72f8dbcfde --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0667d07d4930f842", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 164, + "total_tokens": 22645, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 148, + "estimated_total_tokens": 2540, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17291.1, + "sql_execution_elapsed_ms_total": 22.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_0667d07d4930f842\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..425472a4459dc3a85814dd9009ff203e4be014bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:08:47.190563+00:00", + "ended_at": "2026-05-04T08:09:04.480160+00:00", + "elapsed_ms": 17291.1, + "prompt_metrics": { + "chars": 7346, + "bytes_utf8": 7346, + "lines": 232, + "estimated_tokens": 2392 + }, + "stdout_metrics": { + "chars": 860, + "bytes_utf8": 860, + "lines": 4, + "estimated_tokens": 262 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13202 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 522, + "bytes_utf8": 522, + "lines": 1, + "estimated_tokens": 148 + }, + "usage": { + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 164 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c58a4c7ed489dffee8b42b4c0eb1911e15e95ca7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.3918.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "predicate_col": "0.1982", + "predicate_op": ">=", + "predicate_value": 0.28525, + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a77c48307d5ca1cfd740be70010d73d7cd9bcea5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-5be1-7882-9cae-af53ea157ecf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"0.1982\\\" AS REAL) >= 0.28525\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template with group_col=\\\"g\\\", measure_col=\\\"0.3918\\\", predicate_col=\\\"0.1982\\\", predicate_op=\\\">=\\\", predicate_value=0.28525, and top_k=13. Cast text-typed numeric columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22481,"cached_input_tokens":21888,"output_tokens":164}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..763e786e4282a10f1e8c9ccd7dc5195336c49ed5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"0.3918\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"0.1982\" AS REAL) >= 0.28525\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Applied the provided Top-k Group Sum with Filter template with group_col=\"g\", measure_col=\"0.3918\", predicate_col=\"0.1982\", predicate_op=\">=\", predicate_value=0.28525, and top_k=13. Cast text-typed numeric columns to REAL for SQLite-compatible numeric aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..29a39717c433d67922687f778f45cbe2b09f20a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:47.398419Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:49.836072Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:02.945439Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..39a5b28985ed63831711b2a65e83a8dca0909d1e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.3918. +Result preview: [{"g": "g", "total_measure": 1893.1759}, {"g": "h", "total_measure": 1105.0245}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..057a12002029d9fc1adbac8fbeeb9e23ba7db9b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_0667d07d4930f842 +-- problem_id: v2p_n11_a502259d367a5e43 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.3918" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("0.1982" AS REAL) >= 0.28525 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc09693cd6a1e0dade5083191554d89ba3c69311 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"0.3918\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"0.1982\" AS REAL) >= 0.28525\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"0.1982\\\" AS REAL) >= 0.28525\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 1893.1759}, {\"g\": \"h\", \"total_measure\": 1105.0245}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.96}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b3de2bb23a102b6d5c47f1f46049361770b1fcb7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:08:47.185954+00:00", + "ended_at": "2026-05-04T08:09:04.541268+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_0667d07d4930f842", + "problem_id": "v2p_n11_a502259d367a5e43", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.3918.", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "predicate_col": "0.1982", + "predicate_op": ">=", + "predicate_value": 0.28525, + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_0667d07d4930f842.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0667d07d4930f842", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 164, + "total_tokens": 22645, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 148, + "estimated_total_tokens": 2540, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17291.1, + "sql_execution_elapsed_ms_total": 22.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_0667d07d4930f842\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..496393ab90050908596e7ee45cbc87e78340c81b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:04.503753+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17291.1, "started_at": "2026-05-04T08:08:47.190563+00:00", "ended_at": "2026-05-04T08:09:04.480160+00:00", "prompt_metrics": {"chars": 7346, "bytes_utf8": 7346, "lines": 232, "estimated_tokens": 2392}, "response_metrics": {"chars": 522, "bytes_utf8": 522, "lines": 1, "estimated_tokens": 148}, "usage": {"input_tokens": 22481, "cached_input_tokens": 21888, "output_tokens": 164}, "stderr_preview": "2026-05-04T08:08:47.398419Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:49.836072Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.28525\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template with group_col=\\\"g\\\", measure_col=\\\"0.3918\\\", predicate_col=\\\"0.1982\\\", predicate_op=\\\">=\\\", predicate_value=0.28525, and top_k=13. Cast text-typed numeric columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e3585ea4cda1fef25dc4be320ae35868f03aeda8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0667d07d4930f842/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0667d07d4930f842", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 164, + "total_tokens": 22645, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 148, + "estimated_total_tokens": 2540, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17291.1, + "sql_execution_elapsed_ms_total": 22.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_0667d07d4930f842\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..77540d864b7350975e4915b34611fb20a79f6c55 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7151, "bytes_utf8": 7151, "lines": 228, "estimated_tokens": 2316}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22407, "cached_input_tokens": 21888, "output_tokens": 153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..22a1dc392f34b0332738a4bb39da973e01d2aad0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_071f53338fbc141a", + "api_calls": 0, + "input_tokens": 22407, + "cached_input_tokens": 21888, + "output_tokens": 153, + "total_tokens": 22560, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2316, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2418, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15345.72, + "sql_execution_elapsed_ms_total": 65.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_071f53338fbc141a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f91e6cc02c9390882dd20e18af916128eda70c3b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:44:51.691350+00:00", + "ended_at": "2026-05-04T07:45:07.032809+00:00", + "elapsed_ms": 15345.72, + "prompt_metrics": { + "chars": 7151, + "bytes_utf8": 7151, + "lines": 228, + "estimated_tokens": 2316 + }, + "stdout_metrics": { + "chars": 717, + "bytes_utf8": 717, + "lines": 4, + "estimated_tokens": 210 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13261 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 389, + "bytes_utf8": 389, + "lines": 1, + "estimated_tokens": 102 + }, + "usage": { + "input_tokens": 22407, + "cached_input_tokens": 21888, + "output_tokens": 153 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d3ff5bd3352055efe37cbc7dd3ac88da980a712 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9bce78e9cf9d36d8072fcc12f841ad1e2991d6b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f2-74d4-7860-89a1-481e5d41ca05"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"40.092\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"g\\\" and measure_col bound to \\\"40.092\\\". Cast \\\"40.092\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22407,"cached_input_tokens":21888,"output_tokens":153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7b08b2be1b3aa3cc3d5188460d5d478080b9318 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"40.092\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"g\" and measure_col bound to \"40.092\". Cast \"40.092\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b49fdba0563e8a809d44c36f1791c2c445d1c56 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:44:52.033927Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:44:54.770098Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:45:05.974058Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..94a496d13f53d5abbb20678f8ef6b85c16a46125 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=40.092. +Result preview: [{"g": "h", "avg_measure": 43.985233208732055}, {"g": "g", "avg_measure": 18.78258124239721}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..375fc1f23e8539fe564bce2c95a5966325becac3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_071f53338fbc141a +-- problem_id: v2p_n11_adf52683b5008f31 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("40.092" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5b5244b8741e62d36187d085a2291047c72e28f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"40.092\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"40.092\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 43.985233208732055}, {\"g\": \"g\", \"avg_measure\": 18.78258124239721}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 65.5}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f19656b2e7520ac23641c376f1f495cbce1cb9c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:44:51.682947+00:00", + "ended_at": "2026-05-04T07:45:07.137134+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_071f53338fbc141a", + "problem_id": "v2p_n11_adf52683b5008f31", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=40.092.", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_071f53338fbc141a.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_071f53338fbc141a", + "api_calls": 0, + "input_tokens": 22407, + "cached_input_tokens": 21888, + "output_tokens": 153, + "total_tokens": 22560, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2316, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2418, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15345.72, + "sql_execution_elapsed_ms_total": 65.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_071f53338fbc141a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50ac6d1057a729d25f0e298af7ee6f6023bd5564 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_071f53338fbc141a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:45:07.048402+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15345.72, "started_at": "2026-05-04T07:44:51.691350+00:00", "ended_at": "2026-05-04T07:45:07.032809+00:00", "prompt_metrics": {"chars": 7151, "bytes_utf8": 7151, "lines": 228, "estimated_tokens": 2316}, "response_metrics": {"chars": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22407, "cached_input_tokens": 21888, "output_tokens": 153}, "stderr_preview": "2026-05-04T07:44:52.033927Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:44:54.770098Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_082ca6052f20fa27/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_082ca6052f20fa27/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ed6332a4a8c447f1176d23407151c27f4044cdc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_082ca6052f20fa27/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_082ca6052f20fa27\n-- problem_id: v2p_n11_86584952b0423f02\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"40.092\",\n COUNT(*) AS support,\n AVG(\"2.6449\") AS avg_response\nFROM \"n11\"\nGROUP BY \"40.092\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_082ca6052f20fa27\\n-- problem_id: v2p_n11_86584952b0423f02\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"40.092\\\",\\n COUNT(*) AS support,\\n AVG(\\\"2.6449\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"40.092\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"40.092\", \"support\", \"avg_response\"], \"rows\": [{\"40.092\": \"0.0002\", \"support\": 7, \"avg_response\": 2.1446285714285716}, {\"40.092\": \"0\", \"support\": 5, \"avg_response\": 2.2352800000000004}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_082ca6052f20fa27/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_082ca6052f20fa27/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e437b21a03f4b18b6e9d9418dcd9af7462eb7794 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_082ca6052f20fa27/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.727945+00:00", + "ended_at": "2026-05-04T08:16:37.755483+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_082ca6052f20fa27", + "problem_id": "v2p_n11_86584952b0423f02", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=2.6449, key_col=40.092.", + "bindings": { + "key_col": "40.092", + "measure_col": "2.6449", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=31", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 31, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_082ca6052f20fa27.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_082ca6052f20fa27/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_082ca6052f20fa27/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_082ca6052f20fa27/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e68b2ef2b58900107df898edb94fc69228de497a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7551, "bytes_utf8": 7551, "lines": 233, "estimated_tokens": 2418}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 998, "bytes_utf8": 998, "lines": 1, "estimated_tokens": 282}, "usage": {"input_tokens": 22509, "cached_input_tokens": 21888, "output_tokens": 390}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 8384, "bytes_utf8": 8384, "lines": 237, "estimated_tokens": 2662}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 886, "bytes_utf8": 886, "lines": 1, "estimated_tokens": 259}, "usage": {"input_tokens": 22753, "cached_input_tokens": 21888, "output_tokens": 445}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8c3512bdcb14cdd7a8b79bc86a02da2dfe6c7b36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_084dbabf444d1e6a", + "api_calls": 0, + "input_tokens": 45262, + "cached_input_tokens": 43776, + "output_tokens": 835, + "total_tokens": 46097, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5080, + "estimated_output_tokens": 541, + "estimated_total_tokens": 5621, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33468.27, + "sql_execution_elapsed_ms_total": 37.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_084dbabf444d1e6a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..35e96ca2d2621c6b584a93293dd9e71519f6788e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:55:38.618496+00:00", + "ended_at": "2026-05-04T07:55:54.932443+00:00", + "elapsed_ms": 16316.55, + "prompt_metrics": { + "chars": 7551, + "bytes_utf8": 7551, + "lines": 233, + "estimated_tokens": 2418 + }, + "stdout_metrics": { + "chars": 1423, + "bytes_utf8": 1423, + "lines": 4, + "estimated_tokens": 442 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13245 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 998, + "bytes_utf8": 998, + "lines": 1, + "estimated_tokens": 282 + }, + "usage": { + "input_tokens": 22509, + "cached_input_tokens": 21888, + "output_tokens": 390 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..da2d52412048effec3c703458725d6558681067d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:55:54.950808+00:00", + "ended_at": "2026-05-04T07:56:12.109993+00:00", + "elapsed_ms": 17151.72, + "prompt_metrics": { + "chars": 8384, + "bytes_utf8": 8384, + "lines": 237, + "estimated_tokens": 2662 + }, + "stdout_metrics": { + "chars": 1304, + "bytes_utf8": 1304, + "lines": 4, + "estimated_tokens": 415 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13191 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 886, + "bytes_utf8": 886, + "lines": 1, + "estimated_tokens": 259 + }, + "usage": { + "input_tokens": 22753, + "cached_input_tokens": 21888, + "output_tokens": 445 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..884438a008721c7967d467b3aaada8f8c5db0a52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,233 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..21f277ff5cd905bda227578ab468ed0faaddd565 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,237 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_value\",\n CAST(\"0.1982\" AS REAL) AS \"measure_value\"\n FROM \"n11\"\n WHERE \"g\" = 'h'\n AND \"0.1982\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"group_value\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"group_value\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_value\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"group_value\" AS \"g\",\n \"measure_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4d3545d4dbfab8daad31634da1719ba84ccdfa6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fc-5366-7573-89be-469fec0abcff"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_value\\\",\\n CAST(\\\"0.1982\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'h'\\n AND \\\"0.1982\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"group_value\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_value\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_value\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"group_value\\\" AS \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Repaired the template for SQLite by replacing unsupported PERCENTILE_CONT with a nearest-rank percentile using window functions and CEIL. Because both group_col and condition_col are \\\"g\\\" and the condition_value is 'h', the result only returns the 'h' group's 90th percentile of \\\"0.1982\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22509,"cached_input_tokens":21888,"output_tokens":390}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f591a639c0cafa02328e2717445ad259609ef54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_value\",\n CAST(\"0.1982\" AS REAL) AS \"measure_value\"\n FROM \"n11\"\n WHERE \"g\" = 'h'\n AND \"0.1982\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"group_value\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"group_value\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_value\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"group_value\" AS \"g\",\n \"measure_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"Repaired the template for SQLite by replacing unsupported PERCENTILE_CONT with a nearest-rank percentile using window functions and CEIL. Because both group_col and condition_col are \"g\" and the condition_value is 'h', the result only returns the 'h' group's 90th percentile of \"0.1982\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9eab33df53034a76968e40309c423bcdc928faf3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fc-9341-7280-a736-fb076d3de595"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_value\\\",\\n CAST(\\\"0.1982\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'h'\\n AND \\\"0.1982\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_value\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_value\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_value\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"group_value\\\" AS \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Repaired the previous SQLite error by replacing CEIL(0.9 * cnt) with integer arithmetic that computes the 90th-percentile nearest-rank position without non-SQLite functions.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22753,"cached_input_tokens":21888,"output_tokens":445}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1909a7f87d1194bd0f8ebbb3cfb93984e8156635 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_value\",\n CAST(\"0.1982\" AS REAL) AS \"measure_value\"\n FROM \"n11\"\n WHERE \"g\" = 'h'\n AND \"0.1982\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_value\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"group_value\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_value\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"group_value\" AS \"g\",\n \"measure_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"Repaired the previous SQLite error by replacing CEIL(0.9 * cnt) with integer arithmetic that computes the 90th-percentile nearest-rank position without non-SQLite functions."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cd0390d3f397fbf3affbafc1e6c796c31dc260d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:55:38.780775Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:55:41.159842Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:55:54.209616Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa8a3d6c68422e4025c6ff1df028cfd4c63c4f16 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:55:55.118122Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:55:57.682027Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:56:11.090668Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..70b3c0d106cd27489c39038a417f7d8707c7b66e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982, condition_col=g. +Result preview: [{"g": "h", "conditional_percentile": 0.3782}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..508c8ac9d822ec004197a4e78a6e8817e0f29cb0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_084dbabf444d1e6a +-- problem_id: v2p_n11_bc0e7ebf3bdd2f1c +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "g" AS "group_value", + CAST("0.1982" AS REAL) AS "measure_value" + FROM "n11" + WHERE "g" = 'h' + AND "0.1982" IS NOT NULL +), "ranked" AS ( + SELECT + "group_value", + "measure_value", + ROW_NUMBER() OVER (PARTITION BY "group_value" ORDER BY "measure_value") AS "rn", + COUNT(*) OVER (PARTITION BY "group_value") AS "cnt" + FROM "filtered" +) +SELECT + "group_value" AS "g", + "measure_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc17cdf94f963122016543ca6b5495f35a62ea71 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_value\",\n CAST(\"0.1982\" AS REAL) AS \"measure_value\"\n FROM \"n11\"\n WHERE \"g\" = 'h'\n AND \"0.1982\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_value\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"group_value\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_value\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"group_value\" AS \"g\",\n \"measure_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_value\\\",\\n CAST(\\\"0.1982\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'h'\\n AND \\\"0.1982\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_value\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_value\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_value\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"group_value\\\" AS \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"g\", \"conditional_percentile\"], \"rows\": [{\"g\": \"h\", \"conditional_percentile\": 0.3782}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 37.34}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ec9c6b1071dd5a42656191e0466169f5a2129d6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:55:38.611210+00:00", + "ended_at": "2026-05-04T07:56:12.185311+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_084dbabf444d1e6a", + "problem_id": "v2p_n11_bc0e7ebf3bdd2f1c", + "dataset_id": "n11", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982, condition_col=g.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_084dbabf444d1e6a.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_084dbabf444d1e6a", + "api_calls": 0, + "input_tokens": 45262, + "cached_input_tokens": 43776, + "output_tokens": 835, + "total_tokens": 46097, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5080, + "estimated_output_tokens": 541, + "estimated_total_tokens": 5621, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33468.27, + "sql_execution_elapsed_ms_total": 37.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_084dbabf444d1e6a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e5b34aa7a60a97ac1c605bfdb0ad5755c7cea8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_084dbabf444d1e6a/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:55:54.950808+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16316.55, "started_at": "2026-05-04T07:55:38.618496+00:00", "ended_at": "2026-05-04T07:55:54.932443+00:00", "prompt_metrics": {"chars": 7551, "bytes_utf8": 7551, "lines": 233, "estimated_tokens": 2418}, "response_metrics": {"chars": 998, "bytes_utf8": 998, "lines": 1, "estimated_tokens": 282}, "usage": {"input_tokens": 22509, "cached_input_tokens": 21888, "output_tokens": 390}, "stderr_preview": "2026-05-04T07:55:38.780775Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:55:41.159842Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d43c5b733f42ac5af7500c10d6f4d4bddebc6fa6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f0-07c8-7f51-af63-38aa20e8f894"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the required grouped ratio template with both group_col and condition_col bound to \\\"g\\\", and SQLite-safe division via NULLIF.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22600,"cached_input_tokens":19840,"output_tokens":232}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..714b62d30998b364d128952dec5042b178e56577 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the required grouped ratio template with both group_col and condition_col bound to \"g\", and SQLite-safe division via NULLIF."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e33c6658fa772fbce34edbdacdbc686d4f850a1e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:42:13.026167Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:42:15.410315Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:42:26.576683Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..486867437eec74260de79f2bfaafd901c8bdc942 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_ratio": 0.0}, {"g": "g", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..017c289064451b3b9f350551c06df889e01eb3e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_09d8ac167155cbf9 +-- problem_id: v2p_n11_35941f42471aa8f4 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ac9ecf356553e250fcd229f1365d844d92b7541 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"g\", \"condition_ratio\"], \"rows\": [{\"g\": \"h\", \"condition_ratio\": 0.0}, {\"g\": \"g\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.81}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..731e106ca29e548266735921de3ab87fcbe9fd81 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:42:12.643903+00:00", + "ended_at": "2026-05-04T07:42:27.555133+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_09d8ac167155cbf9", + "problem_id": "v2p_n11_35941f42471aa8f4", + "dataset_id": "n11", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_09d8ac167155cbf9.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_09d8ac167155cbf9", + "api_calls": 0, + "input_tokens": 22600, + "cached_input_tokens": 19840, + "output_tokens": 232, + "total_tokens": 22832, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2509, + "estimated_output_tokens": 158, + "estimated_total_tokens": 2667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14852.39, + "sql_execution_elapsed_ms_total": 14.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_09d8ac167155cbf9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3cdd1f6cd9893a755fce80baeb71e6e535feaabf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:42:27.530308+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14852.39, "started_at": "2026-05-04T07:42:12.647814+00:00", "ended_at": "2026-05-04T07:42:27.500710+00:00", "prompt_metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 231, "estimated_tokens": 2509}, "response_metrics": {"chars": 585, "bytes_utf8": 585, "lines": 1, "estimated_tokens": 158}, "usage": {"input_tokens": 22600, "cached_input_tokens": 19840, "output_tokens": 232}, "stderr_preview": "2026-05-04T07:42:13.026167Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:42:15.410315Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..58ef2b7040ec6492b92cae90beb5bc1a00daab26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f9-da1a-7630-855a-3d64358865b8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"28.7967\\\" AS REAL) AS \\\"measure_val\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'h'\\n AND \\\"28.7967\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_val\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_val\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_val\\\" AS \\\"conditional_percentile\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"rn\\\") AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(0.9 * \\\"cnt\\\" AS INTEGER) + CASE WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1 ELSE 0 END\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"percentiles\\\".\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n) AS \\\"groups\\\"\\nLEFT JOIN \\\"percentiles\\\"\\n ON \\\"groups\\\".\\\"g\\\" = \\\"percentiles\\\".\\\"group_col\\\"\\n AND \\\"percentiles\\\".\\\"pick_rank\\\" = 1\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile emulation with window functions. Because group_col and condition_col are both \\\"g\\\" and condition_value is 'h', only the 'h' group gets a percentile value; other groups return NULL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22509,"cached_input_tokens":19840,"output_tokens":569}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9fda3f048860dc3d3b007acccd5dca616b3fb6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"28.7967\" AS REAL) AS \"measure_val\"\n FROM \"n11\"\n WHERE \"g\" = 'h'\n AND \"28.7967\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_val\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_val\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"percentiles\" AS (\n SELECT\n \"group_col\",\n \"measure_val\" AS \"conditional_percentile\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"rn\") AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(0.9 * \"cnt\" AS INTEGER) + CASE WHEN 0.9 * \"cnt\" > CAST(0.9 * \"cnt\" AS INTEGER) THEN 1 ELSE 0 END\n)\nSELECT\n \"g\",\n \"percentiles\".\"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n) AS \"groups\"\nLEFT JOIN \"percentiles\"\n ON \"groups\".\"g\" = \"percentiles\".\"group_col\"\n AND \"percentiles\".\"pick_rank\" = 1\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile emulation with window functions. Because group_col and condition_col are both \"g\" and condition_value is 'h', only the 'h' group gets a percentile value; other groups return NULL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3186036ca783336db4c80bb0f776db5ec5204a4b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:52:56.654428Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:52:59.060611Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:53:16.977166Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e7dd7f9d7c6693a9983ef70f8fa4b8912d3378d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967, condition_col=g. +Result preview: [{"g": "h", "conditional_percentile": 158.031}, {"g": "g", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3da4852e60e4679f55bacc5971bbe595d64f671 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/generated_sql.sql @@ -0,0 +1,48 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_0a1a8914db097f50 +-- problem_id: v2p_n11_e2781065576d3e08 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "g" AS "group_col", + CAST("28.7967" AS REAL) AS "measure_val" + FROM "n11" + WHERE "g" = 'h' + AND "28.7967" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure_val", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_val") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), +"percentiles" AS ( + SELECT + "group_col", + "measure_val" AS "conditional_percentile", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "rn") AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CAST(0.9 * "cnt" AS INTEGER) + CASE WHEN 0.9 * "cnt" > CAST(0.9 * "cnt" AS INTEGER) THEN 1 ELSE 0 END +) +SELECT + "g", + "percentiles"."conditional_percentile" +FROM ( + SELECT DISTINCT "g" + FROM "n11" +) AS "groups" +LEFT JOIN "percentiles" + ON "groups"."g" = "percentiles"."group_col" + AND "percentiles"."pick_rank" = 1 +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..74aabaf0459d9695b754c6843e0e401302546433 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"28.7967\" AS REAL) AS \"measure_val\"\n FROM \"n11\"\n WHERE \"g\" = 'h'\n AND \"28.7967\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_val\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_val\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"percentiles\" AS (\n SELECT\n \"group_col\",\n \"measure_val\" AS \"conditional_percentile\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"rn\") AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(0.9 * \"cnt\" AS INTEGER) + CASE WHEN 0.9 * \"cnt\" > CAST(0.9 * \"cnt\" AS INTEGER) THEN 1 ELSE 0 END\n)\nSELECT\n \"g\",\n \"percentiles\".\"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n) AS \"groups\"\nLEFT JOIN \"percentiles\"\n ON \"groups\".\"g\" = \"percentiles\".\"group_col\"\n AND \"percentiles\".\"pick_rank\" = 1\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"28.7967\\\" AS REAL) AS \\\"measure_val\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'h'\\n AND \\\"28.7967\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_val\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_val\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_val\\\" AS \\\"conditional_percentile\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"rn\\\") AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(0.9 * \\\"cnt\\\" AS INTEGER) + CASE WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1 ELSE 0 END\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"percentiles\\\".\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n) AS \\\"groups\\\"\\nLEFT JOIN \\\"percentiles\\\"\\n ON \\\"groups\\\".\\\"g\\\" = \\\"percentiles\\\".\\\"group_col\\\"\\n AND \\\"percentiles\\\".\\\"pick_rank\\\" = 1\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"g\", \"conditional_percentile\"], \"rows\": [{\"g\": \"h\", \"conditional_percentile\": 158.031}, {\"g\": \"g\", \"conditional_percentile\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 50.07}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2847a7c35fe4290bfc648c0798b6e035742a9179 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:52:56.479768+00:00", + "ended_at": "2026-05-04T07:53:18.600369+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_0a1a8914db097f50", + "problem_id": "v2p_n11_e2781065576d3e08", + "dataset_id": "n11", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967, condition_col=g.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_0a1a8914db097f50.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0a1a8914db097f50", + "api_calls": 0, + "input_tokens": 22509, + "cached_input_tokens": 19840, + "output_tokens": 569, + "total_tokens": 23078, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2418, + "estimated_output_tokens": 418, + "estimated_total_tokens": 2836, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21994.84, + "sql_execution_elapsed_ms_total": 50.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_0a1a8914db097f50\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a074948dae2b877c2f2437543adf91b6b04626c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:53:18.504502+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21994.84, "started_at": "2026-05-04T07:52:56.485057+00:00", "ended_at": "2026-05-04T07:53:18.479684+00:00", "prompt_metrics": {"chars": 7556, "bytes_utf8": 7556, "lines": 233, "estimated_tokens": 2418}, "response_metrics": {"chars": 1395, "bytes_utf8": 1395, "lines": 1, "estimated_tokens": 418}, "usage": {"input_tokens": 22509, "cached_input_tokens": 19840, "output_tokens": 569}, "stderr_preview": "2026-05-04T07:52:56.654428Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:52:59.060611Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(0.9 * \\\"cnt\\\" AS INTEGER) + CASE WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1 ELSE 0 END\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"percentiles\\\".\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n) AS \\\"groups\\\"\\nLEFT JOIN \\\"percentiles\\\"\\n ON \\\"groups\\\".\\\"g\\"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c959afd26c6f37d717fa8b9fac3afb8c3a41b82f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a1a8914db097f50/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0a1a8914db097f50", + "api_calls": 0, + "input_tokens": 22509, + "cached_input_tokens": 19840, + "output_tokens": 569, + "total_tokens": 23078, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2418, + "estimated_output_tokens": 418, + "estimated_total_tokens": 2836, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21994.84, + "sql_execution_elapsed_ms_total": 50.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_0a1a8914db097f50\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b38b07b39adc836d4a61777ae25b134386a9180 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7075, "bytes_utf8": 7075, "lines": 228, "estimated_tokens": 2307}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 372, "bytes_utf8": 372, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22398, "cached_input_tokens": 21888, "output_tokens": 130}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..870e846936b21ab93bc33448131222c300c75b83 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0a9e70cf606a66b2", + "api_calls": 0, + "input_tokens": 22398, + "cached_input_tokens": 21888, + "output_tokens": 130, + "total_tokens": 22528, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2307, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2405, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13463.96, + "sql_execution_elapsed_ms_total": 13.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_0a9e70cf606a66b2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9b69118e18340f0b0a8034d5976b5b676a3e684f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:02:20.878536+00:00", + "ended_at": "2026-05-04T08:02:34.342836+00:00", + "elapsed_ms": 13463.96, + "prompt_metrics": { + "chars": 7075, + "bytes_utf8": 7075, + "lines": 228, + "estimated_tokens": 2307 + }, + "stdout_metrics": { + "chars": 696, + "bytes_utf8": 696, + "lines": 4, + "estimated_tokens": 202 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13267 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 372, + "bytes_utf8": 372, + "lines": 1, + "estimated_tokens": 98 + }, + "usage": { + "input_tokens": 22398, + "cached_input_tokens": 21888, + "output_tokens": 130 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa375b828749ef010a08b64b0859f32553c930b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=16.0021.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f2c1789d57a5e0e22cde73f76799059d66710a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df202-76ca-7d32-b25e-2f7044d4d645"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"16.0021\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned grouped numeric mean template with group_col bound to \\\"g\\\" and measure_col bound to \\\"16.0021\\\". CAST to REAL was added because the schema stores this measure column as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22398,"cached_input_tokens":21888,"output_tokens":130}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4221af8fb35d317f09524280c5cfd061e87f8c29 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"16.0021\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;","notes":"Used the planned grouped numeric mean template with group_col bound to \"g\" and measure_col bound to \"16.0021\". CAST to REAL was added because the schema stores this measure column as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6bb77ec343089f24a3c94a78b6156ec93492fff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:02:21.052597Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:02:23.501532Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:02:33.630238Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f270b147f5d5a5c9f6ee8bac3d7aad88bd7c65c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=16.0021. +Result preview: [{"g": "h", "avg_measure": 28.797372697368424}, {"g": "g", "avg_measure": 18.59290785824345}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6674a253a5170634bffc0925e441604cfc599ad1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_0a9e70cf606a66b2 +-- problem_id: v2p_n11_949d77abf8c643b4 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("16.0021" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..880d5ce40bb7865e342c38747b48e89ae019f698 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"16.0021\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"16.0021\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 28.797372697368424}, {\"g\": \"g\", \"avg_measure\": 18.59290785824345}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.13}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..89c3f772c12edab3a5a6c87ea86fd9a6377f0270 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:02:20.872816+00:00", + "ended_at": "2026-05-04T08:02:34.381541+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_0a9e70cf606a66b2", + "problem_id": "v2p_n11_949d77abf8c643b4", + "dataset_id": "n11", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=16.0021.", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_0a9e70cf606a66b2.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0a9e70cf606a66b2", + "api_calls": 0, + "input_tokens": 22398, + "cached_input_tokens": 21888, + "output_tokens": 130, + "total_tokens": 22528, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2307, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2405, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13463.96, + "sql_execution_elapsed_ms_total": 13.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_0a9e70cf606a66b2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..653a1f4f51755def91f01d1a265e3b2d57c83d8b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0a9e70cf606a66b2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:02:34.360515+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13463.96, "started_at": "2026-05-04T08:02:20.878536+00:00", "ended_at": "2026-05-04T08:02:34.342836+00:00", "prompt_metrics": {"chars": 7075, "bytes_utf8": 7075, "lines": 228, "estimated_tokens": 2307}, "response_metrics": {"chars": 372, "bytes_utf8": 372, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22398, "cached_input_tokens": 21888, "output_tokens": 130}, "stderr_preview": "2026-05-04T08:02:21.052597Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:02:23.501532Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ab9b8fe73b61d66/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ab9b8fe73b61d66/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e1f34002d4c3e74bf7b1305a61803e092d7ce4c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ab9b8fe73b61d66/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df202-1d5f-75c2-8167-7aac320f0da4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"28.7967\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col bound to \\\"g\\\" and measure_col bound to \\\"28.7967\\\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22398,"cached_input_tokens":21888,"output_tokens":144}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ab9b8fe73b61d66/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ab9b8fe73b61d66/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5ac6a7173ca446158367c6fa5328a59835ce01f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ab9b8fe73b61d66/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"28.7967\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col bound to \"g\" and measure_col bound to \"28.7967\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ab9b8fe73b61d66/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ab9b8fe73b61d66/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0131b726f8cf154164921cc2ce61e5c55522d0e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ab9b8fe73b61d66/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:01:58.194212Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:02:00.607607Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:02:07.921138Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ab9b8fe73b61d66/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ab9b8fe73b61d66/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0d7dddea04cf4e6b087419616253641ed977985 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ab9b8fe73b61d66/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=28.7967. +Result preview: [{"g": "h", "avg_measure": 70.94350426136363}, {"g": "g", "avg_measure": 43.65574361365664}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ab9b8fe73b61d66/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ab9b8fe73b61d66/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f72f8690c0bdcec3e08a72c09f1227d31f581d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ab9b8fe73b61d66/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_0ab9b8fe73b61d66 +-- problem_id: v2p_n11_04e118ebb0fc8b57 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("28.7967" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ab9b8fe73b61d66/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ab9b8fe73b61d66/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e3a87e554f86865685b29f0930273b234c03381 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ab9b8fe73b61d66/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"28.7967\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"28.7967\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 70.94350426136363}, {\"g\": \"g\", \"avg_measure\": 43.65574361365664}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.0}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ab9b8fe73b61d66/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ab9b8fe73b61d66/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c655f3b84912abdcc9e53b3c5553950ffeac6767 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ab9b8fe73b61d66/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:01:57.976165+00:00", + "ended_at": "2026-05-04T08:02:08.735568+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_0ab9b8fe73b61d66", + "problem_id": "v2p_n11_04e118ebb0fc8b57", + "dataset_id": "n11", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=28.7967.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_0ab9b8fe73b61d66.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0ab9b8fe73b61d66", + "api_calls": 0, + "input_tokens": 22398, + "cached_input_tokens": 21888, + "output_tokens": 144, + "total_tokens": 22542, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2307, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2408, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10692.87, + "sql_execution_elapsed_ms_total": 22.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_0ab9b8fe73b61d66\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ab9b8fe73b61d66/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ab9b8fe73b61d66/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e10318ee41adddfa53d92909c32eb6388a80d278 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ab9b8fe73b61d66/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:02:08.701689+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10692.87, "started_at": "2026-05-04T08:01:57.983878+00:00", "ended_at": "2026-05-04T08:02:08.676704+00:00", "prompt_metrics": {"chars": 7076, "bytes_utf8": 7076, "lines": 228, "estimated_tokens": 2307}, "response_metrics": {"chars": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22398, "cached_input_tokens": 21888, "output_tokens": 144}, "stderr_preview": "2026-05-04T08:01:58.194212Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:02:00.607607Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "predicate_col": "-8.2027", + "predicate_op": ">=", + "predicate_value": 10.94705, + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf9c42de383455339c3606bdf8baeb66020ae762 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-290e-7183-82b5-6227ce64154a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"-8.2027\\\" AS REAL) >= 10.94705\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"2.6449\\\", predicate_col=\\\"-8.2027\\\", predicate_op=\\\">=\\\", predicate_value=10.94705, top_k=17. Cast text-typed numeric columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22481,"cached_input_tokens":21888,"output_tokens":161}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c37a268752edf8d3a6f8801ceb849fbea0f26682 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"2.6449\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"-8.2027\" AS REAL) >= 10.94705\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Used the required template with fixed bindings: group_col=\"g\", measure_col=\"2.6449\", predicate_col=\"-8.2027\", predicate_op=\">=\", predicate_value=10.94705, top_k=17. Cast text-typed numeric columns to REAL for SQLite-compatible numeric aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d62828e52944c49f61509a9e6d8438582b5fd5f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:34.388387Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:36.992520Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:46.230268Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..43b006af123007b4c3506032fb46f94be113575c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=2.6449. +Result preview: [{"g": "g", "total_measure": 8799.5706}, {"g": "h", "total_measure": 5792.2034}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4050992f9e48c065ed31728ef6a4f816f1ba08bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_0ba2b06859aeb0fe +-- problem_id: v2p_n11_562e5a3adbadf1a5 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("2.6449" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("-8.2027" AS REAL) >= 10.94705 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb77c1cf5e85fa5f63032cad4c630f86d39d7921 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"2.6449\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"-8.2027\" AS REAL) >= 10.94705\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"-8.2027\\\" AS REAL) >= 10.94705\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 8799.5706}, {\"g\": \"h\", \"total_measure\": 5792.2034}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.64}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..12e42a04f143ee9342291e0806c3966c97343600 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:08:34.179255+00:00", + "ended_at": "2026-05-04T08:08:47.182871+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_0ba2b06859aeb0fe", + "problem_id": "v2p_n11_562e5a3adbadf1a5", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=2.6449.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "predicate_col": "-8.2027", + "predicate_op": ">=", + "predicate_value": 10.94705, + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_0ba2b06859aeb0fe.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0ba2b06859aeb0fe", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 161, + "total_tokens": 22642, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 146, + "estimated_total_tokens": 2538, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12964.14, + "sql_execution_elapsed_ms_total": 10.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_0ba2b06859aeb0fe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7edfe819467dec0ea0d9b13441a260eafaede324 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:08:47.165468+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12964.14, "started_at": "2026-05-04T08:08:34.183442+00:00", "ended_at": "2026-05-04T08:08:47.147960+00:00", "prompt_metrics": {"chars": 7350, "bytes_utf8": 7350, "lines": 232, "estimated_tokens": 2392}, "response_metrics": {"chars": 507, "bytes_utf8": 507, "lines": 1, "estimated_tokens": 146}, "usage": {"input_tokens": 22481, "cached_input_tokens": 21888, "output_tokens": 161}, "stderr_preview": "2026-05-04T08:08:34.388387Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:36.992520Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 10.94705\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"2.6449\\\", predicate_col=\\\"-8.2027\\\", predicate_op=\\\">=\\\", predicate_value=10.94705, top_k=17. Cast text-typed numeric columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..38f3c7bf50d6c5a8c92e0e88a52a6cc429788738 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0ba2b06859aeb0fe/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0ba2b06859aeb0fe", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 161, + "total_tokens": 22642, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 146, + "estimated_total_tokens": 2538, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12964.14, + "sql_execution_elapsed_ms_total": 10.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_0ba2b06859aeb0fe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0d481f0b95f76201/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0d481f0b95f76201/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..500dba94d8f9f94367a4e54f3f79eac22c78122d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0d481f0b95f76201/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"22.011": "0", "support": 39, "avg_response": 0.7159666666666666}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0d481f0b95f76201/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0d481f0b95f76201/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..64ead033deb8387e8288973d0bec07dd7e8d4fb3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0d481f0b95f76201/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_0d481f0b95f76201 +-- problem_id: v2p_n11_1691aff07f4b7578 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "22.011", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "22.011" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0d481f0b95f76201/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0d481f0b95f76201/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c73d12d4bc00f5086003c5bbf50f4d2a1827776 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0d481f0b95f76201/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_0d481f0b95f76201\n-- problem_id: v2p_n11_1691aff07f4b7578\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"22.011\",\n COUNT(*) AS support,\n AVG(\"0.3918\") AS avg_response\nFROM \"n11\"\nGROUP BY \"22.011\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_0d481f0b95f76201\\n-- problem_id: v2p_n11_1691aff07f4b7578\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"22.011\\\",\\n COUNT(*) AS support,\\n AVG(\\\"0.3918\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"22.011\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"22.011\", \"support\", \"avg_response\"], \"rows\": [{\"22.011\": \"0\", \"support\": 39, \"avg_response\": 0.7159666666666666}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.79}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0d481f0b95f76201/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0d481f0b95f76201/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ced7fa965c532740aa2134576dfc9e37ce07075e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0d481f0b95f76201/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.522838+00:00", + "ended_at": "2026-05-04T08:16:37.547074+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_0d481f0b95f76201", + "problem_id": "v2p_n11_1691aff07f4b7578", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=0.3918, key_col=22.011.", + "bindings": { + "key_col": "22.011", + "measure_col": "0.3918", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=24", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 24, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_0d481f0b95f76201.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0d481f0b95f76201/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0d481f0b95f76201/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0d481f0b95f76201/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..295a9f044f0b3133f29e77e7be52f588d043be3b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7550, "bytes_utf8": 7550, "lines": 233, "estimated_tokens": 2415}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1088, "bytes_utf8": 1088, "lines": 1, "estimated_tokens": 322}, "usage": {"input_tokens": 22506, "cached_input_tokens": 21888, "output_tokens": 445}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 8518, "bytes_utf8": 8518, "lines": 237, "estimated_tokens": 2715}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 984, "bytes_utf8": 984, "lines": 1, "estimated_tokens": 309}, "usage": {"input_tokens": 22806, "cached_input_tokens": 19840, "output_tokens": 493}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..df7c298c371141187ed41f9cce14779bc05c3815 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0eecf3f0accf7fa2", + "api_calls": 0, + "input_tokens": 45312, + "cached_input_tokens": 41728, + "output_tokens": 938, + "total_tokens": 46250, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5130, + "estimated_output_tokens": 631, + "estimated_total_tokens": 5761, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35640.0, + "sql_execution_elapsed_ms_total": 57.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_0eecf3f0accf7fa2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..20f21e67fcdee0cd13f6970c7ef111a88711a4b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:56:29.917515+00:00", + "ended_at": "2026-05-04T07:56:47.206979+00:00", + "elapsed_ms": 17285.54, + "prompt_metrics": { + "chars": 7550, + "bytes_utf8": 7550, + "lines": 233, + "estimated_tokens": 2415 + }, + "stdout_metrics": { + "chars": 1551, + "bytes_utf8": 1551, + "lines": 4, + "estimated_tokens": 519 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13194 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1088, + "bytes_utf8": 1088, + "lines": 1, + "estimated_tokens": 322 + }, + "usage": { + "input_tokens": 22506, + "cached_input_tokens": 21888, + "output_tokens": 445 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..974ecac7b45ba5409d518848b002c2ca3023f08c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:56:47.225835+00:00", + "ended_at": "2026-05-04T07:57:05.583637+00:00", + "elapsed_ms": 18354.46, + "prompt_metrics": { + "chars": 8518, + "bytes_utf8": 8518, + "lines": 237, + "estimated_tokens": 2715 + }, + "stdout_metrics": { + "chars": 1443, + "bytes_utf8": 1443, + "lines": 4, + "estimated_tokens": 502 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13203 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 984, + "bytes_utf8": 984, + "lines": 1, + "estimated_tokens": 309 + }, + "usage": { + "input_tokens": 22806, + "cached_input_tokens": 19840, + "output_tokens": 493 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..10f0096c83654540f026e34c35c5378d5db97ecd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,233 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=22.011, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..711bba906aec6d0e1a26ad9145f11b091a96310d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,237 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=22.011, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"ranked\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"22.011\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"22.011\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"22.011\" IS NOT NULL\n), \"picked\" AS (\n SELECT\n \"group_col\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"base\".\"g\",\n \"picked\".\"measure_value\" AS \"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n) AS \"base\"\nLEFT JOIN \"picked\"\n ON \"base\".\"g\" = \"picked\".\"group_col\"\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7e815a90fa5b7d2276617ce1f1be1ce4284796b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fd-1bd0-7192-9b4b-a3f3d5c4ef8a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"22.011\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"22.011\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"22.011\\\" IS NOT NULL\\n), \\\"picked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER)\\n)\\nSELECT\\n \\\"base\\\".\\\"g\\\",\\n \\\"picked\\\".\\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n) AS \\\"base\\\"\\nLEFT JOIN \\\"picked\\\"\\n ON \\\"base\\\".\\\"g\\\" = \\\"picked\\\".\\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported PERCENTILE_CONT with a SQLite window-function approach that selects the 95th-percentile ranked value per group after filtering rows where \\\"g\\\" = 'g'. CAST to REAL is required because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22506,"cached_input_tokens":21888,"output_tokens":445}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..252b80bfcab8c7268a0e7398cc8b4ce1a40aa8fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"ranked\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"22.011\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"22.011\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"22.011\" IS NOT NULL\n), \"picked\" AS (\n SELECT\n \"group_col\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"base\".\"g\",\n \"picked\".\"measure_value\" AS \"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n) AS \"base\"\nLEFT JOIN \"picked\"\n ON \"base\".\"g\" = \"picked\".\"group_col\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported PERCENTILE_CONT with a SQLite window-function approach that selects the 95th-percentile ranked value per group after filtering rows where \"g\" = 'g'. CAST to REAL is required because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b795395f02d9d8f854ca5a05868f21ae5e988c78 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fd-5f73-75d2-825a-3151b1d1711f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"22.011\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"22.011\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"22.011\\\" IS NOT NULL\\n), \\\"picked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\n)\\nSELECT\\n \\\"base\\\".\\\"g\\\",\\n \\\"picked\\\".\\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n) AS \\\"base\\\"\\nLEFT JOIN \\\"picked\\\"\\n ON \\\"base\\\".\\\"g\\\" = \\\"picked\\\".\\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with integer arithmetic equivalent for the fixed 0.95 percentile: CAST(((95 * cnt) + 99) / 100 AS INTEGER).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22806,"cached_input_tokens":19840,"output_tokens":493}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..91f8d79d4eb7c27027f3d92e0ce81132d7e692c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"ranked\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"22.011\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"22.011\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"22.011\" IS NOT NULL\n), \"picked\" AS (\n SELECT\n \"group_col\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\n)\nSELECT\n \"base\".\"g\",\n \"picked\".\"measure_value\" AS \"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n) AS \"base\"\nLEFT JOIN \"picked\"\n ON \"base\".\"g\" = \"picked\".\"group_col\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported CEIL() with integer arithmetic equivalent for the fixed 0.95 percentile: CAST(((95 * cnt) + 99) / 100 AS INTEGER)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8cc635b7dded163d3b67647bffebb63db402a868 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:56:30.126506Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:56:32.470805Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:56:45.398335Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..886de11767b49dca6351fe762957b7413fadec6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:56:47.406427Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:56:49.842140Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:57:05.159555Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..df3d0e0ecabd2a6ca56f7fe2031d7dc8ec4ff0dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=22.011, condition_col=g. +Result preview: [{"g": "g", "conditional_percentile": 77.6102}, {"g": "h", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ba100308bcb68269192d5781dfd693428ebd044 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/generated_sql.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_0eecf3f0accf7fa2 +-- problem_id: v2p_n11_10dbd70be76e88dd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g" AS "group_col", + CAST("22.011" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("22.011" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" = 'g' + AND "22.011" IS NOT NULL +), "picked" AS ( + SELECT + "group_col", + "measure_value" + FROM "ranked" + WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) +) +SELECT + "base"."g", + "picked"."measure_value" AS "conditional_percentile" +FROM ( + SELECT DISTINCT "g" + FROM "n11" +) AS "base" +LEFT JOIN "picked" + ON "base"."g" = "picked"."group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eafb3b9d7c340d4d2305c43cb99f789347c7d69f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"ranked\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"22.011\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"22.011\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"22.011\" IS NOT NULL\n), \"picked\" AS (\n SELECT\n \"group_col\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\n)\nSELECT\n \"base\".\"g\",\n \"picked\".\"measure_value\" AS \"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n) AS \"base\"\nLEFT JOIN \"picked\"\n ON \"base\".\"g\" = \"picked\".\"group_col\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"22.011\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"22.011\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"22.011\\\" IS NOT NULL\\n), \\\"picked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\n)\\nSELECT\\n \\\"base\\\".\\\"g\\\",\\n \\\"picked\\\".\\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n) AS \\\"base\\\"\\nLEFT JOIN \\\"picked\\\"\\n ON \\\"base\\\".\\\"g\\\" = \\\"picked\\\".\\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"g\", \"conditional_percentile\"], \"rows\": [{\"g\": \"g\", \"conditional_percentile\": 77.6102}, {\"g\": \"h\", \"conditional_percentile\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 57.79}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7a9187b6eac31fd8bb56efe163034da4379675c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:56:29.917515+00:00", + "ended_at": "2026-05-04T07:57:05.667995+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_0eecf3f0accf7fa2", + "problem_id": "v2p_n11_10dbd70be76e88dd", + "dataset_id": "n11", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=22.011, condition_col=g.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_0eecf3f0accf7fa2.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0eecf3f0accf7fa2", + "api_calls": 0, + "input_tokens": 45312, + "cached_input_tokens": 41728, + "output_tokens": 938, + "total_tokens": 46250, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5130, + "estimated_output_tokens": 631, + "estimated_total_tokens": 5761, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35640.0, + "sql_execution_elapsed_ms_total": 57.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_0eecf3f0accf7fa2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee28ed96f3192b0c21df6c4ca8040ca61dee6c16 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0eecf3f0accf7fa2/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:56:47.221211+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17285.54, "started_at": "2026-05-04T07:56:29.917515+00:00", "ended_at": "2026-05-04T07:56:47.206979+00:00", "prompt_metrics": {"chars": 7550, "bytes_utf8": 7550, "lines": 233, "estimated_tokens": 2415}, "response_metrics": {"chars": 1088, "bytes_utf8": 1088, "lines": 1, "estimated_tokens": 322}, "usage": {"input_tokens": 22506, "cached_input_tokens": 21888, "output_tokens": 445}, "stderr_preview": "2026-05-04T07:56:30.126506Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:56:32.470805Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=40.092.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "40.092", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0faf9bbdbfac0daf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0faf9bbdbfac0daf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9decc511a0b6bdf497dff601bdb23fb4889abfbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0faf9bbdbfac0daf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-1dd9-7db0-9d8c-e58c8e042880"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"40.092\\\" AS REAL) <= 45.8841 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"40.092\\\" and threshold 45.8841. CAST to REAL ensures correct numeric comparison because the column is stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22386,"cached_input_tokens":21888,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0faf9bbdbfac0daf/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0faf9bbdbfac0daf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca1b8c18bb54ecca7279b8ecbcd5a51b9c8062a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0faf9bbdbfac0daf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"40.092\" AS REAL) <= 45.8841 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"40.092\" and threshold 45.8841. CAST to REAL ensures correct numeric comparison because the column is stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0faf9bbdbfac0daf/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0faf9bbdbfac0daf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e93f283ab73133af532d0331f32d6eb13e16a3aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0faf9bbdbfac0daf/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:10.247135Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:12.525425Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:20.767123Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0faf9bbdbfac0daf/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0faf9bbdbfac0daf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..43519b8f7896073ac1ae87ccd66a32dc9cad1b1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0faf9bbdbfac0daf/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=40.092. +Result preview: [{"empirical_cdf_at_threshold": 0.7499868552500132}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0faf9bbdbfac0daf/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0faf9bbdbfac0daf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a3f491cef200ab9ef7910f14c1c864bf794aa41f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0faf9bbdbfac0daf/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_0faf9bbdbfac0daf +-- problem_id: v2p_n11_3921ac6f8b74f59f +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("40.092" AS REAL) <= 45.8841 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0faf9bbdbfac0daf/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0faf9bbdbfac0daf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2aa12aa5038bfdfe5507927f523ce08cbb1adef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0faf9bbdbfac0daf/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"40.092\" AS REAL) <= 45.8841 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"40.092\\\" AS REAL) <= 45.8841 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7499868552500132}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.77}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0faf9bbdbfac0daf/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0faf9bbdbfac0daf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6ab6b155936d85a1f6677b79b420d3f91847ebd1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0faf9bbdbfac0daf/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:10.043479+00:00", + "ended_at": "2026-05-04T08:16:21.689377+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_0faf9bbdbfac0daf", + "problem_id": "v2p_n11_3921ac6f8b74f59f", + "dataset_id": "n11", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=40.092.", + "bindings": { + "measure_col": "40.092", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=138" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_0faf9bbdbfac0daf.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0faf9bbdbfac0daf", + "api_calls": 0, + "input_tokens": 22386, + "cached_input_tokens": 21888, + "output_tokens": 119, + "total_tokens": 22505, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2297, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2400, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11607.57, + "sql_execution_elapsed_ms_total": 8.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_0faf9bbdbfac0daf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0faf9bbdbfac0daf/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0faf9bbdbfac0daf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6657561f25fee08dcd89f5dad02fe5bc6e22fa6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0faf9bbdbfac0daf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:21.673205+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11607.57, "started_at": "2026-05-04T08:16:10.048818+00:00", "ended_at": "2026-05-04T08:16:21.656433+00:00", "prompt_metrics": {"chars": 7016, "bytes_utf8": 7016, "lines": 226, "estimated_tokens": 2297}, "response_metrics": {"chars": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22386, "cached_input_tokens": 21888, "output_tokens": 119}, "stderr_preview": "2026-05-04T08:16:10.247135Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:12.525425Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0fbd5a1241de8602/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0fbd5a1241de8602/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..261425ea0b66cccbf5c110e9f82a7576d9cda363 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0fbd5a1241de8602/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_0fbd5a1241de8602\n-- problem_id: v2p_n11_a533f6d4ef9c76c4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"2.6449\",\n COUNT(*) AS support,\n AVG(\"0.3918\") AS avg_response\nFROM \"n11\"\nGROUP BY \"2.6449\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_0fbd5a1241de8602\\n-- problem_id: v2p_n11_a533f6d4ef9c76c4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"2.6449\\\",\\n COUNT(*) AS support,\\n AVG(\\\"0.3918\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"2.6449\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"2.6449\", \"support\", \"avg_response\"], \"rows\": [{\"2.6449\": \"2.1508\", \"support\": 27, \"avg_response\": 0.7438777777777777}, {\"2.6449\": \"2.1287\", \"support\": 24, \"avg_response\": 0.7450458333333333}, {\"2.6449\": \"2.0774\", \"support\": 24, \"avg_response\": 0.7252416666666667}, {\"2.6449\": \"2.1319\", \"support\": 23, \"avg_response\": 0.7543652173913044}, {\"2.6449\": \"2.1351\", \"support\": 22, \"avg_response\": 0.7539272727272728}, {\"2.6449\": \"2.1414\", \"support\": 22, \"avg_response\": 0.7436818181818182}, {\"2.6449\": \"2.3139\", \"support\": 22, \"avg_response\": 0.6261318181818182}, {\"2.6449\": \"2.29\", \"support\": 21, \"avg_response\": 0.6056142857142858}, {\"2.6449\": \"2.3936\", \"support\": 21, \"avg_response\": 0.5333333333333333}, {\"2.6449\": \"2.1717\", \"support\": 20, \"avg_response\": 0.762945}, {\"2.6449\": \"2.3483\", \"support\": 20, \"avg_response\": 0.58766}, {\"2.6449\": \"2.3589\", \"support\": 20, \"avg_response\": 0.515315}, {\"2.6449\": \"2.5315\", \"support\": 20, \"avg_response\": 0.51332}, {\"2.6449\": \"2.2\", \"support\": 19, \"avg_response\": 0.7660842105263158}, {\"2.6449\": \"2.1189\", \"support\": 19, \"avg_response\": 0.7284315789473684}, {\"2.6449\": \"2.0881\", \"support\": 19, \"avg_response\": 0.7248105263157895}, {\"2.6449\": \"2.2504\", \"support\": 19, \"avg_response\": 0.5875210526315789}, {\"2.6449\": \"2.3454\", \"support\": 19, \"avg_response\": 0.5305947368421053}, {\"2.6449\": \"2.4158\", \"support\": 19, \"avg_response\": 0.5232894736842105}, {\"2.6449\": \"2.4914\", \"support\": 19, \"avg_response\": 0.5139842105263158}, {\"2.6449\": \"2.4526\", \"support\": 19, \"avg_response\": 0.4766842105263158}, {\"2.6449\": \"2.1658\", \"support\": 18, \"avg_response\": 0.7633722222222222}, {\"2.6449\": \"2.1538\", \"support\": 18, \"avg_response\": 0.7559444444444445}, {\"2.6449\": \"2.1569\", \"support\": 18, \"avg_response\": 0.7537666666666667}, {\"2.6449\": \"2.1383\", \"support\": 18, \"avg_response\": 0.7462666666666666}, {\"2.6449\": \"2.1222\", \"support\": 18, \"avg_response\": 0.7383611111111111}, {\"2.6449\": \"2.0986\", \"support\": 18, \"avg_response\": 0.7299611111111112}, {\"2.6449\": \"2.2672\", \"support\": 18, \"avg_response\": 0.5964}, {\"2.6449\": \"2.2625\", \"support\": 18, \"avg_response\": 0.5956277777777778}, {\"2.6449\": \"2.3927\", \"support\": 18, \"avg_response\": 0.5627555555555556}, {\"2.6449\": \"2.3493\", \"support\": 18, \"avg_response\": 0.5192722222222222}, {\"2.6449\": \"2.3531\", \"support\": 18, \"avg_response\": 0.5129388888888888}, {\"2.6449\": \"2.3664\", \"support\": 18, \"avg_response\": 0.5089333333333333}, {\"2.6449\": \"2.4541\", \"support\": 18, \"avg_response\": 0.4959944444444444}, {\"2.6449\": \"2.1599\", \"support\": 17, \"avg_response\": 0.7522882352941176}, {\"2.6449\": \"2.1123\", \"support\": 17, \"avg_response\": 0.7390411764705883}, {\"2.6449\": \"2.1055\", \"support\": 17, \"avg_response\": 0.7321705882352941}, {\"2.6449\": \"2.0846\", \"support\": 17, \"avg_response\": 0.727664705882353}, {\"2.6449\": \"2.3064\", \"support\": 17, \"avg_response\": 0.6236823529411765}, {\"2.6449\": \"2.2889\", \"support\": 17, \"avg_response\": 0.6163588235294117}, {\"2.6449\": \"2.2553\", \"support\": 17, \"avg_response\": 0.6093470588235295}, {\"2.6449\": \"2.2601\", \"support\": 17, \"avg_response\": 0.6092470588235295}, {\"2.6449\": \"2.3032\", \"support\": 17, \"avg_response\": 0.5987764705882352}, {\"2.6449\": \"2.2405\", \"support\": 17, \"avg_response\": 0.5983647058823529}, {\"2.6449\": \"2.2577\", \"support\": 17, \"avg_response\": 0.5950529411764706}, {\"2.6449\": \"2.2529\", \"support\": 17, \"avg_response\": 0.5895411764705882}, {\"2.6449\": \"2.238\", \"support\": 17, \"avg_response\": 0.5845058823529412}, {\"2.6449\": \"2.2148\", \"support\": 17, \"avg_response\": 0.5699705882352941}, {\"2.6449\": \"2.4609\", \"support\": 17, \"avg_response\": 0.4821823529411765}, {\"2.6449\": \"2.4362\", \"support\": 17, \"avg_response\": 0.46197058823529413}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 25.47}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0fbd5a1241de8602/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0fbd5a1241de8602/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bffc43f748ac776b1e3e1efc7210de428a8bfa91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0fbd5a1241de8602/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.098173+00:00", + "ended_at": "2026-05-04T08:16:37.127131+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_0fbd5a1241de8602", + "problem_id": "v2p_n11_a533f6d4ef9c76c4", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=0.3918, key_col=2.6449.", + "bindings": { + "key_col": "2.6449", + "measure_col": "0.3918", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_0fbd5a1241de8602.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0fbd5a1241de8602/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0fbd5a1241de8602/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_0fbd5a1241de8602/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..daec20af02aab5838e933d6297d4f3947736fa08 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7075, "bytes_utf8": 7075, "lines": 228, "estimated_tokens": 2307}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 355, "bytes_utf8": 355, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 22398, "cached_input_tokens": 21888, "output_tokens": 156}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d0675dd8a7b7730088bca25348ad3e0b861b473e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_107e6d1f071f878a", + "api_calls": 0, + "input_tokens": 22398, + "cached_input_tokens": 21888, + "output_tokens": 156, + "total_tokens": 22554, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2307, + "estimated_output_tokens": 95, + "estimated_total_tokens": 2402, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11801.3, + "sql_execution_elapsed_ms_total": 14.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_107e6d1f071f878a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..843d2e3508bcf0e4cd945f7f851d024292ac9c5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:00:41.663529+00:00", + "ended_at": "2026-05-04T08:00:53.462440+00:00", + "elapsed_ms": 11801.3, + "prompt_metrics": { + "chars": 7075, + "bytes_utf8": 7075, + "lines": 228, + "estimated_tokens": 2307 + }, + "stdout_metrics": { + "chars": 679, + "bytes_utf8": 679, + "lines": 4, + "estimated_tokens": 197 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13216 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 355, + "bytes_utf8": 355, + "lines": 1, + "estimated_tokens": 95 + }, + "usage": { + "input_tokens": 22398, + "cached_input_tokens": 21888, + "output_tokens": 156 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd85ee0c6d2f15b2ed7681193dcc9b1af303160f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=-8.2027.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1e3eb662309d11a362cf28d158158c072607826 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df200-f333-72f1-add7-57a649cb994d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"-8.2027\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=\\\"g\\\" and measure_col=\\\"-8.2027\\\". Cast the TEXT measure column to REAL for SQLite-compatible numeric averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22398,"cached_input_tokens":21888,"output_tokens":156}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f50ca8058cfde3f703aecc94adc10c7399cec771 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"-8.2027\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col=\"g\" and measure_col=\"-8.2027\". Cast the TEXT measure column to REAL for SQLite-compatible numeric averaging."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b13a7aedb039ed16a4d35d9f51b1dce1d519cded --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:00:41.829235Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:00:44.568996Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:00:52.656482Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..841a0c8dad7bcfa3c334df4d744cbf28ad95b8a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=-8.2027. +Result preview: [{"g": "h", "avg_measure": 0.3582453349282297}, {"g": "g", "avg_measure": 0.1915534506528262}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cab41e01c648dce73ec960c266c9e0410e1b7617 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_107e6d1f071f878a +-- problem_id: v2p_n11_20b8c79a8e4972f8 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("-8.2027" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..44aeb1c9a885d7adc5f7f3ec26c85273ef22069f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"-8.2027\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"-8.2027\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 0.3582453349282297}, {\"g\": \"g\", \"avg_measure\": 0.1915534506528262}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.25}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b42f816800b02dd6215e5ba5c56df5bb2c0724e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:00:41.659692+00:00", + "ended_at": "2026-05-04T08:00:53.515037+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_107e6d1f071f878a", + "problem_id": "v2p_n11_20b8c79a8e4972f8", + "dataset_id": "n11", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=-8.2027.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_107e6d1f071f878a.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_107e6d1f071f878a", + "api_calls": 0, + "input_tokens": 22398, + "cached_input_tokens": 21888, + "output_tokens": 156, + "total_tokens": 22554, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2307, + "estimated_output_tokens": 95, + "estimated_total_tokens": 2402, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11801.3, + "sql_execution_elapsed_ms_total": 14.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_107e6d1f071f878a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ac22d2caa3b6b50bcb85aaa2162b29dc2339fcfa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_107e6d1f071f878a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:00:53.492853+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11801.3, "started_at": "2026-05-04T08:00:41.663529+00:00", "ended_at": "2026-05-04T08:00:53.462440+00:00", "prompt_metrics": {"chars": 7075, "bytes_utf8": 7075, "lines": 228, "estimated_tokens": 2307}, "response_metrics": {"chars": 355, "bytes_utf8": 355, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 22398, "cached_input_tokens": 21888, "output_tokens": 156}, "stderr_preview": "2026-05-04T08:00:41.829235Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:00:44.568996Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_10f39a6cc3c04775/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_10f39a6cc3c04775/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb177d8af00f10253d79eb5ee7d6202933e3b659 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_10f39a6cc3c04775/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df201-50bd-7e73-b4d8-7598449d9674"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"40.092\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned grouped-mean template with group_col=\\\"g\\\" and measure_col=\\\"40.092\\\". Casted \\\"40.092\\\" from TEXT to REAL for a valid numeric average in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22396,"cached_input_tokens":19840,"output_tokens":112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_10f39a6cc3c04775/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_10f39a6cc3c04775/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be8032ffe7be2bb778da39727d3adae52f226d68 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_10f39a6cc3c04775/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"40.092\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;","notes":"Used the planned grouped-mean template with group_col=\"g\" and measure_col=\"40.092\". Casted \"40.092\" from TEXT to REAL for a valid numeric average in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_10f39a6cc3c04775/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_10f39a6cc3c04775/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c3d5bbacfaf7f40d0928935a7c037f9e14093bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_10f39a6cc3c04775/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:01:05.787362Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:01:08.190137Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:01:17.057683Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_10f39a6cc3c04775/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_10f39a6cc3c04775/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..db6b19d0199825e1018818153141d275d68cf416 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_10f39a6cc3c04775/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=40.092. +Result preview: [{"g": "h", "avg_measure": 43.985233208732055}, {"g": "g", "avg_measure": 18.78258124239721}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_10f39a6cc3c04775/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_10f39a6cc3c04775/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8e23b907c10752adffab1e4a7a28ee479024cac6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_10f39a6cc3c04775/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_10f39a6cc3c04775 +-- problem_id: v2p_n11_2ab61b892f997182 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("40.092" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_10f39a6cc3c04775/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_10f39a6cc3c04775/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..487f93acc220b88a2fcf5c099ee2b4e436e16e03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_10f39a6cc3c04775/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"40.092\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"40.092\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 43.985233208732055}, {\"g\": \"g\", \"avg_measure\": 18.78258124239721}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.92}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_10f39a6cc3c04775/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_10f39a6cc3c04775/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..be9ce1326aa95ed7179e889589675824c233342b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_10f39a6cc3c04775/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:01:05.598165+00:00", + "ended_at": "2026-05-04T08:01:17.975734+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_10f39a6cc3c04775", + "problem_id": "v2p_n11_2ab61b892f997182", + "dataset_id": "n11", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=40.092.", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_10f39a6cc3c04775.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_10f39a6cc3c04775", + "api_calls": 0, + "input_tokens": 22396, + "cached_input_tokens": 19840, + "output_tokens": 112, + "total_tokens": 22508, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2305, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2401, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12334.85, + "sql_execution_elapsed_ms_total": 12.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_10f39a6cc3c04775\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_10f39a6cc3c04775/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_10f39a6cc3c04775/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c38cd8728d76bbe16ea2b2bfd3d9e9b60074e597 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_10f39a6cc3c04775/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:01:17.955378+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12334.85, "started_at": "2026-05-04T08:01:05.602485+00:00", "ended_at": "2026-05-04T08:01:17.936273+00:00", "prompt_metrics": {"chars": 7073, "bytes_utf8": 7073, "lines": 228, "estimated_tokens": 2305}, "response_metrics": {"chars": 341, "bytes_utf8": 341, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22396, "cached_input_tokens": 19840, "output_tokens": 112}, "stderr_preview": "2026-05-04T08:01:05.787362Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:01:08.190137Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "g", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4c3a9dde2a45f158d560913636035481222f63e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ff-a499-77f0-ba1e-476fac3d2638"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"g\\\" and the single table \\\"n11\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22367,"cached_input_tokens":21888,"output_tokens":87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..24cae18d293010d903342833c4a6afa017ffc0aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"g\" and the single table \"n11\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcb52e56f9707128ed4a7768af557408dec1293b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:59:16.185915Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:59:18.513030Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:59:25.673956Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1143246e39a5afcc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1143246e39a5afcc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dcebffa13ca3975e3a798ce423c1c3f9af4163d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1143246e39a5afcc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g. +Result preview: [{"g": "g", "row_count": 12331}, {"g": "h", "row_count": 6688}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1143246e39a5afcc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1143246e39a5afcc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..154f5c88e4c192d93401adac2090e668c3c46213 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1143246e39a5afcc/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_1143246e39a5afcc +-- problem_id: v2p_n11_daea8caca3087def +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1143246e39a5afcc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1143246e39a5afcc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..51c5a52d2cec1e1c4b86c59802f8139f850897ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1143246e39a5afcc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"g\", \"row_count\"], \"rows\": [{\"g\": \"g\", \"row_count\": 12331}, {\"g\": \"h\", \"row_count\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.01}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1143246e39a5afcc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1143246e39a5afcc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e290491eb46b6c4efe65ddbe1e4c2b1234ad4931 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1143246e39a5afcc/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:59:15.998831+00:00", + "ended_at": "2026-05-04T07:59:26.309482+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_1143246e39a5afcc", + "problem_id": "v2p_n11_daea8caca3087def", + "dataset_id": "n11", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "bindings": { + "group_col": "g", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_1143246e39a5afcc.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1143246e39a5afcc", + "api_calls": 0, + "input_tokens": 22367, + "cached_input_tokens": 21888, + "output_tokens": 87, + "total_tokens": 22454, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2276, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2347, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10263.5, + "sql_execution_elapsed_ms_total": 12.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_1143246e39a5afcc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1143246e39a5afcc/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1143246e39a5afcc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c645dec5782c738506819b074a3703da7f823e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1143246e39a5afcc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:59:26.287031+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10263.5, "started_at": "2026-05-04T07:59:16.001245+00:00", "ended_at": "2026-05-04T07:59:26.266097+00:00", "prompt_metrics": {"chars": 6979, "bytes_utf8": 6979, "lines": 226, "estimated_tokens": 2276}, "response_metrics": {"chars": 268, "bytes_utf8": 268, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22367, "cached_input_tokens": 21888, "output_tokens": 87}, "stderr_preview": "2026-05-04T07:59:16.185915Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:59:18.513030Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=28.7967.", + "planned_template_id": "tpl_m4_median_filtered_numeric", + "bindings": { + "measure_col": "28.7967", + "predicate_col": "22.011", + "predicate_op": ">=", + "predicate_value": 35.8441, + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3f3c7500e7fede9075b26ade571fc8960ccd836 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f7-584f-7ab3-96ab-6bae312d34f6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"28.7967\\\" AS REAL) AS measure_col,\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"28.7967\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n11\\\"\\n WHERE CAST(\\\"22.011\\\" AS REAL) >= 35.8441\\n)\\nSELECT AVG(measure_col) AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the requested template with fixed bindings. Casted TEXT columns to REAL for numeric filtering, ordering, and median calculation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22557,"cached_input_tokens":21888,"output_tokens":221}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..81993922bd9d6d9cbb96708b55a96fd7f0f81e46 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"28.7967\" AS REAL) AS measure_col,\n ROW_NUMBER() OVER (ORDER BY CAST(\"28.7967\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n11\"\n WHERE CAST(\"22.011\" AS REAL) >= 35.8441\n)\nSELECT AVG(measure_col) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;","notes":"Used the requested template with fixed bindings. Casted TEXT columns to REAL for numeric filtering, ordering, and median calculation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c230b2869832ecce934fc6cb76ddfca61d6938e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:50:12.381649Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:50:14.755405Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:50:25.033743Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2f47c4e00d7017188bb4b19f75c2fe3c74a0b05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=28.7967. +Result preview: [{"median_measure": 78.1631}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..43635abe05c1dfb9faed6ab733795672b8bd78a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n11_134b8bde15d4f0f8 +-- problem_id: v2p_n11_ec05f49b5f2733d3 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("28.7967" AS REAL) AS measure_col, + ROW_NUMBER() OVER (ORDER BY CAST("28.7967" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n11" + WHERE CAST("22.011" AS REAL) >= 35.8441 +) +SELECT AVG(measure_col) AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..853acdbd1c49ef4234132c1c8387a3d26b3e4bd3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"28.7967\" AS REAL) AS measure_col,\n ROW_NUMBER() OVER (ORDER BY CAST(\"28.7967\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n11\"\n WHERE CAST(\"22.011\" AS REAL) >= 35.8441\n)\nSELECT AVG(measure_col) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", "result": "{\"query\": \"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"28.7967\\\" AS REAL) AS measure_col,\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"28.7967\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n11\\\"\\n WHERE CAST(\\\"22.011\\\" AS REAL) >= 35.8441\\n)\\nSELECT AVG(measure_col) AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\", \"columns\": [\"median_measure\"], \"rows\": [{\"median_measure\": 78.1631}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 43.76}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..43a5d49f0a81f5a94ad238a3b296d9c50bd51cf9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:50:12.154616+00:00", + "ended_at": "2026-05-04T07:50:25.895054+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_134b8bde15d4f0f8", + "problem_id": "v2p_n11_ec05f49b5f2733d3", + "dataset_id": "n11", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=28.7967.", + "bindings": { + "measure_col": "28.7967", + "predicate_col": "22.011", + "predicate_op": ">=", + "predicate_value": 35.8441, + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_134b8bde15d4f0f8.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_134b8bde15d4f0f8", + "api_calls": 0, + "input_tokens": 22557, + "cached_input_tokens": 21888, + "output_tokens": 221, + "total_tokens": 22778, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2466, + "estimated_output_tokens": 165, + "estimated_total_tokens": 2631, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13645.45, + "sql_execution_elapsed_ms_total": 43.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_134b8bde15d4f0f8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b803698c0f5ce9b289805e10b03365f815519e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:50:25.840866+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13645.45, "started_at": "2026-05-04T07:50:12.159725+00:00", "ended_at": "2026-05-04T07:50:25.805275+00:00", "prompt_metrics": {"chars": 7663, "bytes_utf8": 7663, "lines": 230, "estimated_tokens": 2466}, "response_metrics": {"chars": 598, "bytes_utf8": 598, "lines": 1, "estimated_tokens": 165}, "usage": {"input_tokens": 22557, "cached_input_tokens": 21888, "output_tokens": 221}, "stderr_preview": "2026-05-04T07:50:12.381649Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:50:14.755405Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 35.8441\\n)\\nSELECT AVG(measure_col) AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the requested template with fixed bindings. Casted TEXT columns to REAL for numeric filtering, ordering, and median calculation in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a19c5a84bf793185ae49007a83a1b5759bf86130 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_134b8bde15d4f0f8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_134b8bde15d4f0f8", + "api_calls": 0, + "input_tokens": 22557, + "cached_input_tokens": 21888, + "output_tokens": 221, + "total_tokens": 22778, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2466, + "estimated_output_tokens": 165, + "estimated_total_tokens": 2631, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13645.45, + "sql_execution_elapsed_ms_total": 43.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_134b8bde15d4f0f8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a216ff51f20a8476c8988efee11081414beb41ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7019, "bytes_utf8": 7019, "lines": 226, "estimated_tokens": 2299}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 360, "bytes_utf8": 360, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22388, "cached_input_tokens": 21888, "output_tokens": 117}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d9c905b0a79f1ee5cd94fb546d8c058730ba126c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_13f75a9fc566cc41", + "api_calls": 0, + "input_tokens": 22388, + "cached_input_tokens": 21888, + "output_tokens": 117, + "total_tokens": 22505, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2400, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15098.71, + "sql_execution_elapsed_ms_total": 8.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_13f75a9fc566cc41\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5aefc54f508f3201ec5bfa3e8a34c98ade3279ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:16:21.696163+00:00", + "ended_at": "2026-05-04T08:16:36.794574+00:00", + "elapsed_ms": 15098.71, + "prompt_metrics": { + "chars": 7019, + "bytes_utf8": 7019, + "lines": 226, + "estimated_tokens": 2299 + }, + "stdout_metrics": { + "chars": 670, + "bytes_utf8": 670, + "lines": 4, + "estimated_tokens": 198 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13195 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 360, + "bytes_utf8": 360, + "lines": 1, + "estimated_tokens": 101 + }, + "usage": { + "input_tokens": 22388, + "cached_input_tokens": 21888, + "output_tokens": 117 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f04df27229bf88fc6ca3ad49ff5d96fc39c712bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=81.8828.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "81.8828", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ca225a621403249f05de40a49815fba6fbda2e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-4b49-71f2-90eb-c9196777b4a5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"81.8828\\\" AS REAL) <= 240.56455 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"81.8828\\\" and threshold fixed at 240.56455. Cast to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22388,"cached_input_tokens":21888,"output_tokens":117}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae6365225bee41bf549a28f54a9282d9adfc218a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"81.8828\" AS REAL) <= 240.56455 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"81.8828\" and threshold fixed at 240.56455. Cast to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..447c5ef25f746f20d4b074f5eb561464d28910a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:21.880923Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:25.856199Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:35.904502Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b176e594fba53a80ae40a3880cc131d1f4023847 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=81.8828. +Result preview: [{"empirical_cdf_at_threshold": 0.7499868552500132}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..361f6c6cf03f6b3d37b6423cb0b8a81688d92df0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_13f75a9fc566cc41 +-- problem_id: v2p_n11_cb7c9942d84221ce +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("81.8828" AS REAL) <= 240.56455 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b3f34ce055e2622b6100b41bb474939a4e761cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"81.8828\" AS REAL) <= 240.56455 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"81.8828\\\" AS REAL) <= 240.56455 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7499868552500132}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.45}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..56ff2487aa77ffb2890d6356fc51898b4a5349f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:21.691787+00:00", + "ended_at": "2026-05-04T08:16:36.827012+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_13f75a9fc566cc41", + "problem_id": "v2p_n11_cb7c9942d84221ce", + "dataset_id": "n11", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=81.8828.", + "bindings": { + "measure_col": "81.8828", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=139" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_13f75a9fc566cc41.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_13f75a9fc566cc41", + "api_calls": 0, + "input_tokens": 22388, + "cached_input_tokens": 21888, + "output_tokens": 117, + "total_tokens": 22505, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2400, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15098.71, + "sql_execution_elapsed_ms_total": 8.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_13f75a9fc566cc41\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..977fcf13c9849c05e3842341289220133a3aad4c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_13f75a9fc566cc41/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:36.811182+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15098.71, "started_at": "2026-05-04T08:16:21.696163+00:00", "ended_at": "2026-05-04T08:16:36.794574+00:00", "prompt_metrics": {"chars": 7019, "bytes_utf8": 7019, "lines": 226, "estimated_tokens": 2299}, "response_metrics": {"chars": 360, "bytes_utf8": 360, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22388, "cached_input_tokens": 21888, "output_tokens": 117}, "stderr_preview": "2026-05-04T08:16:21.880923Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:25.856199Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_15837ecb651b70c9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_15837ecb651b70c9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1d37d737efb8fc57bc1ec7f7a58b0d6765cea7e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_15837ecb651b70c9/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_15837ecb651b70c9\n-- problem_id: v2p_n11_1a4b0b001b25555b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"27.7004\",\n COUNT(*) AS support,\n AVG(\"2.6449\") AS avg_response\nFROM \"n11\"\nGROUP BY \"27.7004\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_15837ecb651b70c9\\n-- problem_id: v2p_n11_1a4b0b001b25555b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"27.7004\\\",\\n COUNT(*) AS support,\\n AVG(\\\"2.6449\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"27.7004\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"27.7004\", \"support\", \"avg_response\"], \"rows\": [{\"27.7004\": \"0\", \"support\": 41, \"avg_response\": 2.184268292682927}, {\"27.7004\": \"-0.0001\", \"support\": 7, \"avg_response\": 2.207642857142857}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 25.42}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_15837ecb651b70c9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_15837ecb651b70c9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..63a9b797ab8fefac388d011c6675c05a32c8fe6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_15837ecb651b70c9/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.379441+00:00", + "ended_at": "2026-05-04T08:16:37.408546+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_15837ecb651b70c9", + "problem_id": "v2p_n11_1a4b0b001b25555b", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=2.6449, key_col=27.7004.", + "bindings": { + "key_col": "27.7004", + "measure_col": "2.6449", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=19", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 19, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_15837ecb651b70c9.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_15837ecb651b70c9/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_15837ecb651b70c9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_15837ecb651b70c9/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1b9e351363000070/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1b9e351363000070/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1b9e351363000070/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1b9e351363000070/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1b9e351363000070/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..352958d0ac8373960ea5e6d6e156e9fc567f9682 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1b9e351363000070/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_1b9e351363000070 +-- problem_id: v2p_n11_e7e343e05e8a39ca +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "81.8828", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "81.8828" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1b9e351363000070/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1b9e351363000070/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..237bb1b83f1ebaa6c64b018faaa36d894a404b83 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1b9e351363000070/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_1b9e351363000070\n-- problem_id: v2p_n11_e7e343e05e8a39ca\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"81.8828\",\n COUNT(*) AS support,\n AVG(\"2.6449\") AS avg_response\nFROM \"n11\"\nGROUP BY \"81.8828\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_1b9e351363000070\\n-- problem_id: v2p_n11_e7e343e05e8a39ca\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"81.8828\\\",\\n COUNT(*) AS support,\\n AVG(\\\"2.6449\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"81.8828\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"81.8828\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.11}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1b9e351363000070/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1b9e351363000070/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c6a3e42436d6714d76824946c16f3f2f18ebb47f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1b9e351363000070/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.846726+00:00", + "ended_at": "2026-05-04T08:16:37.872739+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_1b9e351363000070", + "problem_id": "v2p_n11_e7e343e05e8a39ca", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=2.6449, key_col=81.8828.", + "bindings": { + "key_col": "81.8828", + "measure_col": "2.6449", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=35", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 35, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_1b9e351363000070.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1b9e351363000070/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1b9e351363000070/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_1b9e351363000070/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31cca91d727fdcda0e915991866815d3df2cf3ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7016, "bytes_utf8": 7016, "lines": 226, "estimated_tokens": 2297}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 398, "bytes_utf8": 398, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22386, "cached_input_tokens": 21888, "output_tokens": 120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f798c1051a7d4d68a9ea794056d565fcf0593739 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_21b2201170ec17cb", + "api_calls": 0, + "input_tokens": 22386, + "cached_input_tokens": 21888, + "output_tokens": 120, + "total_tokens": 22506, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2297, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2401, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11756.36, + "sql_execution_elapsed_ms_total": 8.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_21b2201170ec17cb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..da3d078e131a3528a3d098b4a2350a7b4f3823ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:15:47.569155+00:00", + "ended_at": "2026-05-04T08:15:59.325079+00:00", + "elapsed_ms": 11756.36, + "prompt_metrics": { + "chars": 7016, + "bytes_utf8": 7016, + "lines": 226, + "estimated_tokens": 2297 + }, + "stdout_metrics": { + "chars": 708, + "bytes_utf8": 708, + "lines": 4, + "estimated_tokens": 198 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13185 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 398, + "bytes_utf8": 398, + "lines": 1, + "estimated_tokens": 104 + }, + "usage": { + "input_tokens": 22386, + "cached_input_tokens": 21888, + "output_tokens": 120 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c862d0421ac07c6046008b7a553a4d808c238226 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=22.011.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "22.011", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..36cff1ded29fcca29cbafc66051b652e03293fe2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-c5f6-7560-a03a-d1cd26079afa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"22.011\\\" AS REAL) <= 35.8441 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"22.011\\\" and measure_threshold fixed at 35.8441. CAST to REAL ensures correct numeric comparison because the schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22386,"cached_input_tokens":21888,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..76dea6170655453fba540013644c894f3537a8d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"22.011\" AS REAL) <= 35.8441 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"22.011\" and measure_threshold fixed at 35.8441. CAST to REAL ensures correct numeric comparison because the schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7734b8b854a1b1b38c5fd8a2b8920a5d26af183 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:47.759219Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:50.195175Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:58.635669Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c0a3bf091934f4dc9d482e61198281beeb03212 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=22.011. +Result preview: [{"empirical_cdf_at_threshold": 0.7499868552500132}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9bcedcadd1f33856598ae84e02ef1e51527d0dbd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_21b2201170ec17cb +-- problem_id: v2p_n11_7d2c26ad271c5e28 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("22.011" AS REAL) <= 35.8441 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae240a8b0211da5a90cd823002d26f7c095582c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"22.011\" AS REAL) <= 35.8441 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"22.011\\\" AS REAL) <= 35.8441 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7499868552500132}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.57}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..322fa5468eecfa53c37f055d749758ff1958d83f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:15:47.562648+00:00", + "ended_at": "2026-05-04T08:15:59.357074+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_21b2201170ec17cb", + "problem_id": "v2p_n11_7d2c26ad271c5e28", + "dataset_id": "n11", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=22.011.", + "bindings": { + "measure_col": "22.011", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=136" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_21b2201170ec17cb.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_21b2201170ec17cb", + "api_calls": 0, + "input_tokens": 22386, + "cached_input_tokens": 21888, + "output_tokens": 120, + "total_tokens": 22506, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2297, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2401, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11756.36, + "sql_execution_elapsed_ms_total": 8.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_21b2201170ec17cb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..796318bc6d3cf0515e0b846d47a127415e2b7e29 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21b2201170ec17cb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:59.338490+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11756.36, "started_at": "2026-05-04T08:15:47.569155+00:00", "ended_at": "2026-05-04T08:15:59.325079+00:00", "prompt_metrics": {"chars": 7016, "bytes_utf8": 7016, "lines": 226, "estimated_tokens": 2297}, "response_metrics": {"chars": 398, "bytes_utf8": 398, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22386, "cached_input_tokens": 21888, "output_tokens": 120}, "stderr_preview": "2026-05-04T08:15:47.759219Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:50.195175Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=22.011.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "22.011", + "band_col": "22.011", + "band_cut_1": -5.115828, + "band_cut_2": 24.862676, + "lower_bound": -5.115828, + "upper_bound": 24.862676, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21ed36862e451c70/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21ed36862e451c70/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ad7f14d420fe0ca6fbaee4d1b281448495709a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21ed36862e451c70/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f4-369b-7543-ae66-62c28b48bc62"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"22.011\\\" AS REAL) < -5.115828 THEN 'low'\\n WHEN CAST(\\\"22.011\\\" AS REAL) < 24.862676 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"22.011\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided template with both band_col and measure_col bound to \\\"22.011\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22542,"cached_input_tokens":4480,"output_tokens":165}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21ed36862e451c70/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21ed36862e451c70/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..43a9cd12cdaba31a5f51265e43a4b9ee75e0adc2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21ed36862e451c70/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"22.011\" AS REAL) < -5.115828 THEN 'low'\n WHEN CAST(\"22.011\" AS REAL) < 24.862676 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"22.011\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Used the provided template with both band_col and measure_col bound to \"22.011\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21ed36862e451c70/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21ed36862e451c70/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ca6a56f205cf66bafc6458af187186235318e27 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21ed36862e451c70/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:46:47.125539Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:46:49.924391Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:46:58.904620Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21ed36862e451c70/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21ed36862e451c70/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b86b8623b3501507243cdb352ac6cbe8988058b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21ed36862e451c70/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=22.011. +Result preview: [{"band_bucket": "high", "avg_measure": 56.7763333384877}, {"band_bucket": "mid", "avg_measure": 13.858673008285532}, {"band_bucket": "low", "avg_measure": -40.40715871574251}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21ed36862e451c70/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21ed36862e451c70/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8735840cc7b17207209321c9a882994b12a3bf8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21ed36862e451c70/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n11_21ed36862e451c70 +-- problem_id: v2p_n11_aa5a23fdbc0a5422 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("22.011" AS REAL) < -5.115828 THEN 'low' + WHEN CAST("22.011" AS REAL) < 24.862676 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("22.011" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21ed36862e451c70/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21ed36862e451c70/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..605bfc9ff2c7300c089071cf64c4982b67670e43 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21ed36862e451c70/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"22.011\" AS REAL) < -5.115828 THEN 'low'\n WHEN CAST(\"22.011\" AS REAL) < 24.862676 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"22.011\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"22.011\\\" AS REAL) < -5.115828 THEN 'low'\\n WHEN CAST(\\\"22.011\\\" AS REAL) < 24.862676 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"22.011\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 56.7763333384877}, {\"band_bucket\": \"mid\", \"avg_measure\": 13.858673008285532}, {\"band_bucket\": \"low\", \"avg_measure\": -40.40715871574251}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.86}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21ed36862e451c70/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21ed36862e451c70/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2d58c7e385da7f8368d6f2170e9ad201907e0a4c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21ed36862e451c70/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:46:46.908534+00:00", + "ended_at": "2026-05-04T07:46:59.710223+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_21ed36862e451c70", + "problem_id": "v2p_n11_aa5a23fdbc0a5422", + "dataset_id": "n11", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=22.011.", + "bindings": { + "measure_col": "22.011", + "band_col": "22.011", + "band_cut_1": -5.115828, + "band_cut_2": 24.862676, + "lower_bound": -5.115828, + "upper_bound": 24.862676, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_21ed36862e451c70.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_21ed36862e451c70", + "api_calls": 0, + "input_tokens": 22542, + "cached_input_tokens": 4480, + "output_tokens": 165, + "total_tokens": 22707, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2451, + "estimated_output_tokens": 149, + "estimated_total_tokens": 2600, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12756.38, + "sql_execution_elapsed_ms_total": 20.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_21ed36862e451c70\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21ed36862e451c70/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21ed36862e451c70/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5bbc110504342e88f6fa51a1cf1c88f9618ce442 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_21ed36862e451c70/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:46:59.687136+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12756.38, "started_at": "2026-05-04T07:46:46.908534+00:00", "ended_at": "2026-05-04T07:46:59.669104+00:00", "prompt_metrics": {"chars": 7544, "bytes_utf8": 7544, "lines": 232, "estimated_tokens": 2451}, "response_metrics": {"chars": 553, "bytes_utf8": 553, "lines": 1, "estimated_tokens": 149}, "usage": {"input_tokens": 22542, "cached_input_tokens": 4480, "output_tokens": 165}, "stderr_preview": "2026-05-04T07:46:47.125539Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:46:49.924391Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "predicate_col": "27.7004", + "predicate_op": ">=", + "predicate_value": 24.06035, + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..603d694efd1a545170b96096cee2a4339560ec84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-d376-7931-9431-ec2915e08642"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"27.7004\\\" AS REAL) >= 24.06035\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"0.1982\\\", predicate_col=\\\"27.7004\\\", predicate_op=\\\">=\\\", predicate_value=24.06035, top_k=14. Cast TEXT numeric columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22480,"cached_input_tokens":21888,"output_tokens":158}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba42ab01a3b3aac9fb8b0f44e508a3a297935c2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"0.1982\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"27.7004\" AS REAL) >= 24.06035\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 14;","notes":"Used the required template with fixed bindings: group_col=\"g\", measure_col=\"0.1982\", predicate_col=\"27.7004\", predicate_op=\">=\", predicate_value=24.06035, top_k=14. Cast TEXT numeric columns to REAL for SQLite-compatible numeric aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf10471fd7f68cdbe80992a465f0a6c9ed572a81 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:18.005267Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:20.467012Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:29.118856Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..08e18f0b9d7f294d14983bbd88c18ca190226982 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.1982. +Result preview: [{"g": "g", "total_measure": 515.8412}, {"g": "h", "total_measure": 288.574}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7810f9a7e6617af4a0969a08db655b7a07db4467 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_220ffe194cd154dd +-- problem_id: v2p_n11_078c39ab5b50d655 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.1982" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("27.7004" AS REAL) >= 24.06035 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6dced09649d6575b702be515743a3ffadaf8319b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"0.1982\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"27.7004\" AS REAL) >= 24.06035\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"27.7004\\\" AS REAL) >= 24.06035\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 515.8412}, {\"g\": \"h\", \"total_measure\": 288.574}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.85}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2ceac6cf8795ad0a5c8141a924292f40bca34b5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:09:17.807938+00:00", + "ended_at": "2026-05-04T08:09:29.874078+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_220ffe194cd154dd", + "problem_id": "v2p_n11_078c39ab5b50d655", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "predicate_col": "27.7004", + "predicate_op": ">=", + "predicate_value": 24.06035, + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=104" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_220ffe194cd154dd.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_220ffe194cd154dd", + "api_calls": 0, + "input_tokens": 22480, + "cached_input_tokens": 21888, + "output_tokens": 158, + "total_tokens": 22638, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2391, + "estimated_output_tokens": 142, + "estimated_total_tokens": 2533, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12012.43, + "sql_execution_elapsed_ms_total": 10.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_220ffe194cd154dd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1efa55dd8d6c963f7402a6f138e6f058b79895d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:29.852224+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12012.43, "started_at": "2026-05-04T08:09:17.813826+00:00", "ended_at": "2026-05-04T08:09:29.826298+00:00", "prompt_metrics": {"chars": 7348, "bytes_utf8": 7348, "lines": 232, "estimated_tokens": 2391}, "response_metrics": {"chars": 501, "bytes_utf8": 501, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 22480, "cached_input_tokens": 21888, "output_tokens": 158}, "stderr_preview": "2026-05-04T08:09:18.005267Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:20.467012Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 24.06035\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"0.1982\\\", predicate_col=\\\"27.7004\\\", predicate_op=\\\">=\\\", predicate_value=24.06035, top_k=14. Cast TEXT numeric columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6cf52a0f1943386e07a8ed77e6d0f96e8fa7a541 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_220ffe194cd154dd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_220ffe194cd154dd", + "api_calls": 0, + "input_tokens": 22480, + "cached_input_tokens": 21888, + "output_tokens": 158, + "total_tokens": 22638, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2391, + "estimated_output_tokens": 142, + "estimated_total_tokens": 2533, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12012.43, + "sql_execution_elapsed_ms_total": 10.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_220ffe194cd154dd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_22dc5fdb7ea59282/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_22dc5fdb7ea59282/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..76a633f092c5fd4b5ae28d8179b891c7dbe63888 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_22dc5fdb7ea59282/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"-8.2027": "0", "support": 59, "avg_response": 2.1819932203389834}, {"-8.2027": "-0.0001", "support": 24, "avg_response": 2.2176416666666667}, {"-8.2027": "0.0001", "support": 18, "avg_response": 2.19705}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_22dc5fdb7ea59282/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_22dc5fdb7ea59282/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8be0addfbe700053f07222d1c62f73b0e4a4dfeb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_22dc5fdb7ea59282/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_22dc5fdb7ea59282 +-- problem_id: v2p_n11_25296b6e3f948a99 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "-8.2027", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "-8.2027" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_22dc5fdb7ea59282/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_22dc5fdb7ea59282/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b7a48bebfe0b97b54b73d92e2dc3f3d2a37ff26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_22dc5fdb7ea59282/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_22dc5fdb7ea59282\n-- problem_id: v2p_n11_25296b6e3f948a99\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"-8.2027\",\n COUNT(*) AS support,\n AVG(\"2.6449\") AS avg_response\nFROM \"n11\"\nGROUP BY \"-8.2027\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_22dc5fdb7ea59282\\n-- problem_id: v2p_n11_25296b6e3f948a99\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"-8.2027\\\",\\n COUNT(*) AS support,\\n AVG(\\\"2.6449\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"-8.2027\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"-8.2027\", \"support\", \"avg_response\"], \"rows\": [{\"-8.2027\": \"0\", \"support\": 59, \"avg_response\": 2.1819932203389834}, {\"-8.2027\": \"-0.0001\", \"support\": 24, \"avg_response\": 2.2176416666666667}, {\"-8.2027\": \"0.0001\", \"support\": 18, \"avg_response\": 2.19705}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.23}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_22dc5fdb7ea59282/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_22dc5fdb7ea59282/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9c3af2b2d8014c5ba14c8a838fc1f47cdca40fdc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_22dc5fdb7ea59282/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.610261+00:00", + "ended_at": "2026-05-04T08:16:37.638030+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_22dc5fdb7ea59282", + "problem_id": "v2p_n11_25296b6e3f948a99", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=2.6449, key_col=-8.2027.", + "bindings": { + "key_col": "-8.2027", + "measure_col": "2.6449", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=27", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 27, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_22dc5fdb7ea59282.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_22dc5fdb7ea59282/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_22dc5fdb7ea59282/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_22dc5fdb7ea59282/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b8294c88c9850277f8e27f1543b4b59e2612d728 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7297, "bytes_utf8": 7297, "lines": 231, "estimated_tokens": 2362}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22453, "cached_input_tokens": 19840, "output_tokens": 118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2d590edac39fbeaba0cd4ab7afe4c88f2c6fd8dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_233ba9f1ecf1768e", + "api_calls": 0, + "input_tokens": 22453, + "cached_input_tokens": 19840, + "output_tokens": 118, + "total_tokens": 22571, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2362, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2464, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10879.99, + "sql_execution_elapsed_ms_total": 10.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_233ba9f1ecf1768e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..79991af434bebc7a2a63ab02bf9f9c9dacbeccbe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:39:30.561080+00:00", + "ended_at": "2026-05-04T07:39:41.441042+00:00", + "elapsed_ms": 10879.99, + "prompt_metrics": { + "chars": 7297, + "bytes_utf8": 7297, + "lines": 231, + "estimated_tokens": 2362 + }, + "stdout_metrics": { + "chars": 707, + "bytes_utf8": 707, + "lines": 4, + "estimated_tokens": 211 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13213 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 382, + "bytes_utf8": 382, + "lines": 1, + "estimated_tokens": 102 + }, + "usage": { + "input_tokens": 22453, + "cached_input_tokens": 19840, + "output_tokens": 118 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0796fd89b6599bce97ad22165bf4b2e98bd0039 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3763a9750441d7587ac8e78ef65b502292f9b8c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ed-8e1c-7d61-ae42-1ba7803c0ae7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", computing the within-group proportion of rows where g='h' for each g group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22453,"cached_input_tokens":19840,"output_tokens":118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad2e26a547e051f2f50833d6b29efdf3c97be306 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\", computing the within-group proportion of rows where g='h' for each g group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f1796bb1f12cc6dee27c3423bd333cd32971e5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:39:30.775975Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:39:33.109001Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:39:40.605311Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1459a01712e46eba9eb6fc93a3c5e37bc2e86c26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_rate": 1.0}, {"g": "g", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ce1359ae5722d59658c6c7b9fd686c8ddcaa3fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_233ba9f1ecf1768e +-- problem_id: v2p_n11_9c64ee6a5e3f5cb2 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9f3e2b38d3cb7d0a905354cbfbe03c3abb99a24 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"h\", \"condition_rate\": 1.0}, {\"g\": \"g\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.15}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fd439e94c0d560b9223f07734bfe551983048ef3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:39:30.557295+00:00", + "ended_at": "2026-05-04T07:39:41.480829+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_233ba9f1ecf1768e", + "problem_id": "v2p_n11_9c64ee6a5e3f5cb2", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=3" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_233ba9f1ecf1768e.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_233ba9f1ecf1768e", + "api_calls": 0, + "input_tokens": 22453, + "cached_input_tokens": 19840, + "output_tokens": 118, + "total_tokens": 22571, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2362, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2464, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10879.99, + "sql_execution_elapsed_ms_total": 10.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_233ba9f1ecf1768e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5be8b15974c7f7f674414f64ecd364a5235fc79f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:39:41.462976+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10879.99, "started_at": "2026-05-04T07:39:30.561080+00:00", "ended_at": "2026-05-04T07:39:41.441042+00:00", "prompt_metrics": {"chars": 7297, "bytes_utf8": 7297, "lines": 231, "estimated_tokens": 2362}, "response_metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22453, "cached_input_tokens": 19840, "output_tokens": 118}, "stderr_preview": "2026-05-04T07:39:30.775975Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:39:33.109001Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=28.7967, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e870d08b632b3ad2015f1ac16069f9619702ed6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,237 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=28.7967, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_value\",\n CAST(\"28.7967\" AS REAL) AS \"measure_value\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"28.7967\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"group_value\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"group_value\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_value\") AS \"cnt\"\n FROM \"filtered\"\n), \"p95\" AS (\n SELECT\n \"group_value\",\n \"measure_value\" AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\n)\nSELECT\n base.\"g\",\n p95.\"conditional_percentile\"\nFROM (SELECT DISTINCT \"g\" FROM \"n11\") AS base\nLEFT JOIN \"p95\" AS p95\n ON base.\"g\" = p95.\"group_value\"\nORDER BY p95.\"conditional_percentile\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ebb83b90cb94517545e0a71c7f735417ef91a6a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f9-3652-7a71-ae6f-9995fb2bb082"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_value\\\",\\n CAST(\\\"28.7967\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"28.7967\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"group_value\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_value\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_value\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n), \\\"p95\\\" AS (\\n SELECT\\n \\\"group_value\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER)\\n)\\nSELECT\\n base.\\\"g\\\",\\n p95.\\\"conditional_percentile\\\"\\nFROM (SELECT DISTINCT \\\"g\\\" FROM \\\"n11\\\") AS base\\nLEFT JOIN \\\"p95\\\" AS p95\\n ON base.\\\"g\\\" = p95.\\\"group_value\\\"\\nORDER BY p95.\\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile emulation with window functions. Because group_col and condition_col are both \\\"g\\\" and condition_value is 'g', only the 'g' group will have a non-NULL percentile; other groups appear with NULL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22508,"cached_input_tokens":21888,"output_tokens":457}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1ac4ce0ed1a30b7219887407a95e9fbd6b1f5e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_value\",\n CAST(\"28.7967\" AS REAL) AS \"measure_value\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"28.7967\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"group_value\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"group_value\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_value\") AS \"cnt\"\n FROM \"filtered\"\n), \"p95\" AS (\n SELECT\n \"group_value\",\n \"measure_value\" AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\n)\nSELECT\n base.\"g\",\n p95.\"conditional_percentile\"\nFROM (SELECT DISTINCT \"g\" FROM \"n11\") AS base\nLEFT JOIN \"p95\" AS p95\n ON base.\"g\" = p95.\"group_value\"\nORDER BY p95.\"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile emulation with window functions. Because group_col and condition_col are both \"g\" and condition_value is 'g', only the 'g' group will have a non-NULL percentile; other groups appear with NULL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..889441dfa88651070b07b4c4a9a144f74c3364b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f9-7ac3-7b62-9c0f-3c580898848a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_value\\\",\\n CAST(\\\"28.7967\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"28.7967\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"group_value\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_value\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_value\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n), \\\"p95\\\" AS (\\n SELECT\\n \\\"group_value\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = ((95 * \\\"cnt\\\" + 99) / 100)\\n)\\nSELECT\\n base.\\\"g\\\",\\n p95.\\\"conditional_percentile\\\"\\nFROM (SELECT DISTINCT \\\"g\\\" FROM \\\"n11\\\") AS base\\nLEFT JOIN \\\"p95\\\" AS p95\\n ON base.\\\"g\\\" = p95.\\\"group_value\\\"\\nORDER BY p95.\\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced CEIL(0.95 * cnt) with SQLite-compatible integer arithmetic for the nearest-rank 95th percentile index: ((95 * cnt + 99) / 100).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22817,"cached_input_tokens":19840,"output_tokens":754}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f9b8c89ca12fd30f6faa10b245d89c984b5fbb5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_value\",\n CAST(\"28.7967\" AS REAL) AS \"measure_value\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"28.7967\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"group_value\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"group_value\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_value\") AS \"cnt\"\n FROM \"filtered\"\n), \"p95\" AS (\n SELECT\n \"group_value\",\n \"measure_value\" AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" = ((95 * \"cnt\" + 99) / 100)\n)\nSELECT\n base.\"g\",\n p95.\"conditional_percentile\"\nFROM (SELECT DISTINCT \"g\" FROM \"n11\") AS base\nLEFT JOIN \"p95\" AS p95\n ON base.\"g\" = p95.\"group_value\"\nORDER BY p95.\"conditional_percentile\" DESC;","notes":"Replaced CEIL(0.95 * cnt) with SQLite-compatible integer arithmetic for the nearest-rank 95th percentile index: ((95 * cnt + 99) / 100)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbb409cb527e1bfc436314137be77eacb626d585 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:52:14.726378Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:52:17.096279Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:52:31.263353Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d59a314a9e243f35de9b22acc8c212d6c6db23bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:52:32.265286Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:52:34.722384Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:52:55.627967Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7263c1850429857d39232cad748412a4fd204aed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=28.7967, condition_col=g. +Result preview: [{"g": "g", "conditional_percentile": 95.0375}, {"g": "h", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eeba3b0d8b0c93aacd694441e4875d436ef725ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_256c4a6d1bf07a15 +-- problem_id: v2p_n11_a33db32fd68960bf +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "g" AS "group_value", + CAST("28.7967" AS REAL) AS "measure_value" + FROM "n11" + WHERE "g" = 'g' + AND "28.7967" IS NOT NULL +), "ranked" AS ( + SELECT + "group_value", + "measure_value", + ROW_NUMBER() OVER (PARTITION BY "group_value" ORDER BY "measure_value") AS "rn", + COUNT(*) OVER (PARTITION BY "group_value") AS "cnt" + FROM "filtered" +), "p95" AS ( + SELECT + "group_value", + "measure_value" AS "conditional_percentile" + FROM "ranked" + WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) +) +SELECT + base."g", + p95."conditional_percentile" +FROM (SELECT DISTINCT "g" FROM "n11") AS base +LEFT JOIN "p95" AS p95 + ON base."g" = p95."group_value" +ORDER BY p95."conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7769550c8588a4443b147ff8bf4cbee8836b878a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_value\",\n CAST(\"28.7967\" AS REAL) AS \"measure_value\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"28.7967\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"group_value\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"group_value\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_value\") AS \"cnt\"\n FROM \"filtered\"\n), \"p95\" AS (\n SELECT\n \"group_value\",\n \"measure_value\" AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" = ((95 * \"cnt\" + 99) / 100)\n)\nSELECT\n base.\"g\",\n p95.\"conditional_percentile\"\nFROM (SELECT DISTINCT \"g\" FROM \"n11\") AS base\nLEFT JOIN \"p95\" AS p95\n ON base.\"g\" = p95.\"group_value\"\nORDER BY p95.\"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_value\\\",\\n CAST(\\\"28.7967\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"28.7967\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"group_value\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_value\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_value\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n), \\\"p95\\\" AS (\\n SELECT\\n \\\"group_value\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = ((95 * \\\"cnt\\\" + 99) / 100)\\n)\\nSELECT\\n base.\\\"g\\\",\\n p95.\\\"conditional_percentile\\\"\\nFROM (SELECT DISTINCT \\\"g\\\" FROM \\\"n11\\\") AS base\\nLEFT JOIN \\\"p95\\\" AS p95\\n ON base.\\\"g\\\" = p95.\\\"group_value\\\"\\nORDER BY p95.\\\"conditional_percentile\\\" DESC;\", \"columns\": [\"g\", \"conditional_percentile\"], \"rows\": [{\"g\": \"g\", \"conditional_percentile\": 95.0375}, {\"g\": \"h\", \"conditional_percentile\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 88.05}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..086b68d429b58c418f9f6bcfefb6c895d6be0141 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:52:14.486759+00:00", + "ended_at": "2026-05-04T07:52:56.477471+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_256c4a6d1bf07a15", + "problem_id": "v2p_n11_a33db32fd68960bf", + "dataset_id": "n11", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=28.7967, condition_col=g.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_256c4a6d1bf07a15.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_256c4a6d1bf07a15", + "api_calls": 0, + "input_tokens": 45325, + "cached_input_tokens": 41728, + "output_tokens": 1211, + "total_tokens": 46536, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5143, + "estimated_output_tokens": 664, + "estimated_total_tokens": 5807, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 41829.12, + "sql_execution_elapsed_ms_total": 88.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_256c4a6d1bf07a15\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14259eddda1d0aaccbfaa263dfa3eac67d7821d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_256c4a6d1bf07a15/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:52:32.056007+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17544.49, "started_at": "2026-05-04T07:52:14.491712+00:00", "ended_at": "2026-05-04T07:52:32.036183+00:00", "prompt_metrics": {"chars": 7553, "bytes_utf8": 7553, "lines": 233, "estimated_tokens": 2417}, "response_metrics": {"chars": 1184, "bytes_utf8": 1184, "lines": 1, "estimated_tokens": 345}, "usage": {"input_tokens": 22508, "cached_input_tokens": 21888, "output_tokens": 457}, "stderr_preview": "2026-05-04T07:52:14.726378Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:52:17.096279Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=40.092.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "40.092", + "band_col": "40.092", + "band_cut_1": 8.42788, + "band_cut_2": 33.58614, + "lower_bound": 8.42788, + "upper_bound": 33.58614, + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_277e74d130609ba5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_277e74d130609ba5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..15082d2df2a53b58104f2e44db6e87c83c45db10 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_277e74d130609ba5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f4-a65c-7371-b0bc-0a83a8379bc2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"40.092\\\" AS REAL) < 8.42788 THEN 'low'\\n WHEN CAST(\\\"40.092\\\" AS REAL) < 33.58614 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"40.092\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned template with both band_col and measure_col bound to \\\"40.092\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22541,"cached_input_tokens":2432,"output_tokens":179}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_277e74d130609ba5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_277e74d130609ba5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35f901f8de463b2a4a1f54674d4f3948e7d6ca30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_277e74d130609ba5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"40.092\" AS REAL) < 8.42788 THEN 'low'\n WHEN CAST(\"40.092\" AS REAL) < 33.58614 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"40.092\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Used the planned template with both band_col and measure_col bound to \"40.092\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_277e74d130609ba5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_277e74d130609ba5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fa19cc1f10ee326c0ae391d270b4f504c9fab0b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_277e74d130609ba5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:47:15.734734Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:47:18.418064Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:47:28.715326Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_277e74d130609ba5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_277e74d130609ba5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e14d0490c05c35b1507207453d7757933e9961c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_277e74d130609ba5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=40.092. +Result preview: [{"band_bucket": "high", "avg_measure": 59.79268020720581}, {"band_bucket": "mid", "avg_measure": 18.550851434034417}, {"band_bucket": "low", "avg_measure": 3.6132636233269597}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_277e74d130609ba5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_277e74d130609ba5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aea25072c4c3c373353b2913be68d138aa1be7ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_277e74d130609ba5/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n11_277e74d130609ba5 +-- problem_id: v2p_n11_db44494501dc130a +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("40.092" AS REAL) < 8.42788 THEN 'low' + WHEN CAST("40.092" AS REAL) < 33.58614 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("40.092" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_277e74d130609ba5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_277e74d130609ba5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a57fd08efcfdcc791bfbc1112f1caf7d55d5a0d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_277e74d130609ba5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"40.092\" AS REAL) < 8.42788 THEN 'low'\n WHEN CAST(\"40.092\" AS REAL) < 33.58614 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"40.092\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"40.092\\\" AS REAL) < 8.42788 THEN 'low'\\n WHEN CAST(\\\"40.092\\\" AS REAL) < 33.58614 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"40.092\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 59.79268020720581}, {\"band_bucket\": \"mid\", \"avg_measure\": 18.550851434034417}, {\"band_bucket\": \"low\", \"avg_measure\": 3.6132636233269597}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 26.39}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_277e74d130609ba5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_277e74d130609ba5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..daf7cce7ac34e22676de417d6990b11ca2c61583 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_277e74d130609ba5/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:47:15.542863+00:00", + "ended_at": "2026-05-04T07:47:29.675131+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_277e74d130609ba5", + "problem_id": "v2p_n11_db44494501dc130a", + "dataset_id": "n11", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=40.092.", + "bindings": { + "measure_col": "40.092", + "band_col": "40.092", + "band_cut_1": 8.42788, + "band_cut_2": 33.58614, + "lower_bound": 8.42788, + "upper_bound": 33.58614, + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_277e74d130609ba5.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_277e74d130609ba5", + "api_calls": 0, + "input_tokens": 22541, + "cached_input_tokens": 2432, + "output_tokens": 179, + "total_tokens": 22720, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2450, + "estimated_output_tokens": 149, + "estimated_total_tokens": 2599, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14073.68, + "sql_execution_elapsed_ms_total": 26.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_277e74d130609ba5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_277e74d130609ba5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_277e74d130609ba5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..213ea48974026a91c0e0d1f3f5640ce925bd6cbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_277e74d130609ba5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:47:29.640677+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14073.68, "started_at": "2026-05-04T07:47:15.547194+00:00", "ended_at": "2026-05-04T07:47:29.621232+00:00", "prompt_metrics": {"chars": 7536, "bytes_utf8": 7536, "lines": 232, "estimated_tokens": 2450}, "response_metrics": {"chars": 549, "bytes_utf8": 549, "lines": 1, "estimated_tokens": 149}, "usage": {"input_tokens": 22541, "cached_input_tokens": 2432, "output_tokens": 179}, "stderr_preview": "2026-05-04T07:47:15.734734Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:47:18.418064Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=81.8828.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "81.8828", + "band_col": "81.8828", + "band_cut_1": 160.037652, + "band_cut_2": 221.784256, + "lower_bound": 160.037652, + "upper_bound": 221.784256, + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_287a3c718d8d2981/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_287a3c718d8d2981/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eada793df614f7dea4a1e56f41b238e30046ca9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_287a3c718d8d2981/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f5-0cfb-7413-8246-3d04368dceb3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"81.8828\\\" AS REAL) < 160.037652 THEN 'low'\\n WHEN CAST(\\\"81.8828\\\" AS REAL) < 221.784256 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"81.8828\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided template exactly with both band_col and measure_col bound to \\\"81.8828\\\". Casts to REAL were added because the SQLite schema stores the numeric-looking column as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22545,"cached_input_tokens":3456,"output_tokens":199}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_287a3c718d8d2981/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_287a3c718d8d2981/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b128a16298f130677719ec7dde5e4ba37a2a1d40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_287a3c718d8d2981/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"81.8828\" AS REAL) < 160.037652 THEN 'low'\n WHEN CAST(\"81.8828\" AS REAL) < 221.784256 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"81.8828\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Used the provided template exactly with both band_col and measure_col bound to \"81.8828\". Casts to REAL were added because the SQLite schema stores the numeric-looking column as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_287a3c718d8d2981/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_287a3c718d8d2981/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b2e78222f29f3616510b7953fbf5b71019dba8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_287a3c718d8d2981/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:47:41.997805Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:47:44.788372Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:47:54.873493Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_287a3c718d8d2981/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_287a3c718d8d2981/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e39b9ef8c07271e6b06228172d83ff7f914099b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_287a3c718d8d2981/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=81.8828. +Result preview: [{"band_bucket": "high", "avg_measure": 275.2268367249111}, {"band_bucket": "mid", "avg_measure": 190.84173030592734}, {"band_bucket": "low", "avg_measure": 112.92580116316125}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_287a3c718d8d2981/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_287a3c718d8d2981/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..850d00ded35eea40e3ee4c6247c6a77ba328c770 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_287a3c718d8d2981/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n11_287a3c718d8d2981 +-- problem_id: v2p_n11_aa731e4f6c1e7ca1 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("81.8828" AS REAL) < 160.037652 THEN 'low' + WHEN CAST("81.8828" AS REAL) < 221.784256 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("81.8828" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_287a3c718d8d2981/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_287a3c718d8d2981/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2756ebbedfc1dfa8ed83620042e92f0ad710e7ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_287a3c718d8d2981/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"81.8828\" AS REAL) < 160.037652 THEN 'low'\n WHEN CAST(\"81.8828\" AS REAL) < 221.784256 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"81.8828\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"81.8828\\\" AS REAL) < 160.037652 THEN 'low'\\n WHEN CAST(\\\"81.8828\\\" AS REAL) < 221.784256 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"81.8828\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 275.2268367249111}, {\"band_bucket\": \"mid\", \"avg_measure\": 190.84173030592734}, {\"band_bucket\": \"low\", \"avg_measure\": 112.92580116316125}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 26.73}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_287a3c718d8d2981/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_287a3c718d8d2981/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e1d0e215511dd88da401cd53de16bead2077511d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_287a3c718d8d2981/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:47:41.806123+00:00", + "ended_at": "2026-05-04T07:47:55.585971+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_287a3c718d8d2981", + "problem_id": "v2p_n11_aa731e4f6c1e7ca1", + "dataset_id": "n11", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=81.8828.", + "bindings": { + "measure_col": "81.8828", + "band_col": "81.8828", + "band_cut_1": 160.037652, + "band_cut_2": 221.784256, + "lower_bound": 160.037652, + "upper_bound": 221.784256, + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_287a3c718d8d2981.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_287a3c718d8d2981", + "api_calls": 0, + "input_tokens": 22545, + "cached_input_tokens": 3456, + "output_tokens": 199, + "total_tokens": 22744, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2454, + "estimated_output_tokens": 155, + "estimated_total_tokens": 2609, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13714.77, + "sql_execution_elapsed_ms_total": 26.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_287a3c718d8d2981\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_287a3c718d8d2981/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_287a3c718d8d2981/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..47b31a15845b79d2dd82d774001f8a326b42928c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_287a3c718d8d2981/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:47:55.552542+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13714.77, "started_at": "2026-05-04T07:47:41.806900+00:00", "ended_at": "2026-05-04T07:47:55.524310+00:00", "prompt_metrics": {"chars": 7549, "bytes_utf8": 7549, "lines": 232, "estimated_tokens": 2454}, "response_metrics": {"chars": 570, "bytes_utf8": 570, "lines": 1, "estimated_tokens": 155}, "usage": {"input_tokens": 22545, "cached_input_tokens": 3456, "output_tokens": 199}, "stderr_preview": "2026-05-04T07:47:41.997805Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:47:44.788372Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=-8.2027.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "-8.2027", + "band_col": "-8.2027", + "band_cut_1": -8.616838, + "band_cut_2": 8.481388, + "lower_bound": -8.616838, + "upper_bound": 8.481388, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2a8ebc76fdf90de2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2a8ebc76fdf90de2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..97ebcb243c3b25a90f01c90ee1b7336748169666 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2a8ebc76fdf90de2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f4-68af-76b3-b2fd-f0f1720128ac"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"-8.2027\\\" AS REAL) < -8.616838 THEN 'low'\\n WHEN CAST(\\\"-8.2027\\\" AS REAL) < 8.481388 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"-8.2027\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned template with both band_col and measure_col bound to \\\"-8.2027\\\". Casts to REAL were added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22545,"cached_input_tokens":19840,"output_tokens":223}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2a8ebc76fdf90de2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2a8ebc76fdf90de2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c87fb54f468f568f107ed2d8b0f5fea56f742057 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2a8ebc76fdf90de2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"-8.2027\" AS REAL) < -8.616838 THEN 'low'\n WHEN CAST(\"-8.2027\" AS REAL) < 8.481388 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"-8.2027\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Used the planned template with both band_col and measure_col bound to \"-8.2027\". Casts to REAL were added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2a8ebc76fdf90de2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2a8ebc76fdf90de2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dae88d67b4c57771845f4c47ebb8cb29cb27a770 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2a8ebc76fdf90de2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:46:59.952969Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:47:02.359665Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:47:14.367906Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2a8ebc76fdf90de2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2a8ebc76fdf90de2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd97f313c5174d2024f510ed6aa321704984d070 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2a8ebc76fdf90de2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=-8.2027. +Result preview: [{"band_bucket": "high", "avg_measure": 19.31699791247874}, {"band_bucket": "mid", "avg_measure": -0.07239998406628427}, {"band_bucket": "low", "avg_measure": -19.074355130656468}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2a8ebc76fdf90de2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2a8ebc76fdf90de2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..37f2926302f439338fe65d4071fe580b47806920 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2a8ebc76fdf90de2/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n11_2a8ebc76fdf90de2 +-- problem_id: v2p_n11_497f72b9483bbb2e +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("-8.2027" AS REAL) < -8.616838 THEN 'low' + WHEN CAST("-8.2027" AS REAL) < 8.481388 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("-8.2027" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2a8ebc76fdf90de2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2a8ebc76fdf90de2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..569ab4f7d24d339417f9d40bba149d9293581ec0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2a8ebc76fdf90de2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"-8.2027\" AS REAL) < -8.616838 THEN 'low'\n WHEN CAST(\"-8.2027\" AS REAL) < 8.481388 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"-8.2027\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"-8.2027\\\" AS REAL) < -8.616838 THEN 'low'\\n WHEN CAST(\\\"-8.2027\\\" AS REAL) < 8.481388 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"-8.2027\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 19.31699791247874}, {\"band_bucket\": \"mid\", \"avg_measure\": -0.07239998406628427}, {\"band_bucket\": \"low\", \"avg_measure\": -19.074355130656468}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.72}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2a8ebc76fdf90de2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2a8ebc76fdf90de2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cfc8226133a469d32f0b5f2e93ce60230d732255 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2a8ebc76fdf90de2/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:46:59.710223+00:00", + "ended_at": "2026-05-04T07:47:15.538650+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_2a8ebc76fdf90de2", + "problem_id": "v2p_n11_497f72b9483bbb2e", + "dataset_id": "n11", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=-8.2027.", + "bindings": { + "measure_col": "-8.2027", + "band_col": "-8.2027", + "band_cut_1": -8.616838, + "band_cut_2": 8.481388, + "lower_bound": -8.616838, + "upper_bound": 8.481388, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_2a8ebc76fdf90de2.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2a8ebc76fdf90de2", + "api_calls": 0, + "input_tokens": 22545, + "cached_input_tokens": 19840, + "output_tokens": 223, + "total_tokens": 22768, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2454, + "estimated_output_tokens": 158, + "estimated_total_tokens": 2612, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15770.8, + "sql_execution_elapsed_ms_total": 22.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_2a8ebc76fdf90de2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2a8ebc76fdf90de2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2a8ebc76fdf90de2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c6aec32e9ea8a34596e28d7b99e8ce763702b0d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2a8ebc76fdf90de2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:47:15.508839+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15770.8, "started_at": "2026-05-04T07:46:59.721697+00:00", "ended_at": "2026-05-04T07:47:15.493139+00:00", "prompt_metrics": {"chars": 7542, "bytes_utf8": 7542, "lines": 232, "estimated_tokens": 2454}, "response_metrics": {"chars": 557, "bytes_utf8": 557, "lines": 1, "estimated_tokens": 158}, "usage": {"input_tokens": 22545, "cached_input_tokens": 19840, "output_tokens": 223}, "stderr_preview": "2026-05-04T07:46:59.952969Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:47:02.359665Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=16.0021.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.318232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2bd01c3e9acc8e31/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2bd01c3e9acc8e31/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7382a98b764e22da9ad38878e899d71958ee0413 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2bd01c3e9acc8e31/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df202-ab89-7983-82a7-9662498934cb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"16.0021\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"g\\\" and measure_col=\\\"16.0021\\\". Casted the measure column to REAL because the schema stores it as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22398,"cached_input_tokens":21888,"output_tokens":126}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2bd01c3e9acc8e31/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2bd01c3e9acc8e31/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d401bb44d1d93cbc2b4980922ddf3a87a169034 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2bd01c3e9acc8e31/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"16.0021\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"g\" and measure_col=\"16.0021\". Casted the measure column to REAL because the schema stores it as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2bd01c3e9acc8e31/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2bd01c3e9acc8e31/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3db48ff7f96af5e8e74ba73315c8d9990acbc79d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2bd01c3e9acc8e31/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:02:34.570303Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:02:36.952252Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:02:46.849110Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2bd01c3e9acc8e31/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2bd01c3e9acc8e31/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f270b147f5d5a5c9f6ee8bac3d7aad88bd7c65c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2bd01c3e9acc8e31/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=16.0021. +Result preview: [{"g": "h", "avg_measure": 28.797372697368424}, {"g": "g", "avg_measure": 18.59290785824345}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2bd01c3e9acc8e31/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2bd01c3e9acc8e31/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba1cfa7d63d107c59a59026d419feb8933e30643 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2bd01c3e9acc8e31/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_2bd01c3e9acc8e31 +-- problem_id: v2p_n11_c0f27be12d810ee2 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("16.0021" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2bd01c3e9acc8e31/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2bd01c3e9acc8e31/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0ab71a842ee7cc1636c163a8cf15a26162532a6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2bd01c3e9acc8e31/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"16.0021\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"16.0021\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 28.797372697368424}, {\"g\": \"g\", \"avg_measure\": 18.59290785824345}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.29}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2bd01c3e9acc8e31/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2bd01c3e9acc8e31/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5152d0ff6ccd5bc57d116131c16db223c8554cd0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2bd01c3e9acc8e31/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:02:34.384264+00:00", + "ended_at": "2026-05-04T08:02:47.466659+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_2bd01c3e9acc8e31", + "problem_id": "v2p_n11_c0f27be12d810ee2", + "dataset_id": "n11", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=16.0021.", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.318232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_2bd01c3e9acc8e31.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2bd01c3e9acc8e31", + "api_calls": 0, + "input_tokens": 22398, + "cached_input_tokens": 21888, + "output_tokens": 126, + "total_tokens": 22524, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2307, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2404, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13038.52, + "sql_execution_elapsed_ms_total": 14.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_2bd01c3e9acc8e31\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2bd01c3e9acc8e31/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2bd01c3e9acc8e31/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..adbbf0253f745a195defc36db34c0cc9cc422509 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2bd01c3e9acc8e31/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:02:47.443292+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13038.52, "started_at": "2026-05-04T08:02:34.388149+00:00", "ended_at": "2026-05-04T08:02:47.426817+00:00", "prompt_metrics": {"chars": 7079, "bytes_utf8": 7079, "lines": 228, "estimated_tokens": 2307}, "response_metrics": {"chars": 358, "bytes_utf8": 358, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22398, "cached_input_tokens": 21888, "output_tokens": 126}, "stderr_preview": "2026-05-04T08:02:34.570303Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:02:36.952252Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=2.6449.", + "planned_template_id": "tpl_m4_median_filtered_numeric", + "bindings": { + "measure_col": "2.6449", + "predicate_col": "40.092", + "predicate_op": ">=", + "predicate_value": 45.8841, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c4ad7ab31275315451a2e8091f6140585667a7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f8-04cb-7772-8aea-8df278990247"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"2.6449\\\" AS REAL) AS \\\"2.6449\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"2.6449\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n11\\\"\\n WHERE CAST(\\\"40.092\\\" AS REAL) >= 45.8841\\n)\\nSELECT AVG(\\\"2.6449\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the requested template with measure_col bound to \\\"2.6449\\\" and predicate_col bound to \\\"40.092\\\" >= 45.8841. Cast both TEXT columns to REAL for SQLite-compatible numeric filtering, ordering, and median calculation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22557,"cached_input_tokens":19840,"output_tokens":222}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..163325dfd98df428d0e4548862d3aa242c47114f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"2.6449\" AS REAL) AS \"2.6449\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"2.6449\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n11\"\n WHERE CAST(\"40.092\" AS REAL) >= 45.8841\n)\nSELECT AVG(\"2.6449\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;","notes":"Used the requested template with measure_col bound to \"2.6449\" and predicate_col bound to \"40.092\" >= 45.8841. Cast both TEXT columns to REAL for SQLite-compatible numeric filtering, ordering, and median calculation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7e6316b854a3892a0a3f7755316b0e760d9e20d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:50:56.508320Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:50:58.886083Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:51:08.185199Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4aed3f53bca02c24913b79adcd6555db60fcdce8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=2.6449. +Result preview: [{"median_measure": 2.616}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b15fab3c1984a91b7e6c9067bf6d33b36396ae9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n11_2e685646cc46a0e0 +-- problem_id: v2p_n11_b78e76e1be0866f7 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("2.6449" AS REAL) AS "2.6449", + ROW_NUMBER() OVER (ORDER BY CAST("2.6449" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n11" + WHERE CAST("40.092" AS REAL) >= 45.8841 +) +SELECT AVG("2.6449") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1473f6f029c88e45b3faab824e70ecafa72e692f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"2.6449\" AS REAL) AS \"2.6449\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"2.6449\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n11\"\n WHERE CAST(\"40.092\" AS REAL) >= 45.8841\n)\nSELECT AVG(\"2.6449\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", "result": "{\"query\": \"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"2.6449\\\" AS REAL) AS \\\"2.6449\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"2.6449\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n11\\\"\\n WHERE CAST(\\\"40.092\\\" AS REAL) >= 45.8841\\n)\\nSELECT AVG(\\\"2.6449\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\", \"columns\": [\"median_measure\"], \"rows\": [{\"median_measure\": 2.616}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.8}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..20ef981598858d72d5408b83b714797c752e690b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:50:56.326832+00:00", + "ended_at": "2026-05-04T07:51:09.064085+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_2e685646cc46a0e0", + "problem_id": "v2p_n11_b78e76e1be0866f7", + "dataset_id": "n11", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=2.6449.", + "bindings": { + "measure_col": "2.6449", + "predicate_col": "40.092", + "predicate_op": ">=", + "predicate_value": 45.8841, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_2e685646cc46a0e0.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2e685646cc46a0e0", + "api_calls": 0, + "input_tokens": 22557, + "cached_input_tokens": 19840, + "output_tokens": 222, + "total_tokens": 22779, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2466, + "estimated_output_tokens": 194, + "estimated_total_tokens": 2660, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12685.15, + "sql_execution_elapsed_ms_total": 20.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_2e685646cc46a0e0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..550cc529d644cbd39a93662c8a2dc2cc511bf585 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:51:09.034973+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12685.15, "started_at": "2026-05-04T07:50:56.332803+00:00", "ended_at": "2026-05-04T07:51:09.017025+00:00", "prompt_metrics": {"chars": 7659, "bytes_utf8": 7659, "lines": 230, "estimated_tokens": 2466}, "response_metrics": {"chars": 671, "bytes_utf8": 671, "lines": 1, "estimated_tokens": 194}, "usage": {"input_tokens": 22557, "cached_input_tokens": 19840, "output_tokens": 222}, "stderr_preview": "2026-05-04T07:50:56.508320Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:50:58.886083Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 45.8841\\n)\\nSELECT AVG(\\\"2.6449\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the requested template with measure_col bound to \\\"2.6449\\\" and predicate_col bound to \\\"40.092\\\" >= 45.8841. Cast both TEXT columns to REAL for SQLite-compatible numeric filtering, ordering, and median calculation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f886cd935179ee8534b8799f3154b118d7315e30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2e685646cc46a0e0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2e685646cc46a0e0", + "api_calls": 0, + "input_tokens": 22557, + "cached_input_tokens": 19840, + "output_tokens": 222, + "total_tokens": 22779, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2466, + "estimated_output_tokens": 194, + "estimated_total_tokens": 2660, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12685.15, + "sql_execution_elapsed_ms_total": 20.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_2e685646cc46a0e0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..618cd6a51907843e30de824f39c44579fb75bcdf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7015, "bytes_utf8": 7015, "lines": 226, "estimated_tokens": 2299}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22388, "cached_input_tokens": 21888, "output_tokens": 121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2cef88179cdee562fa98865b4ba48c0c3ed78f40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2f5090861e2a3547", + "api_calls": 0, + "input_tokens": 22388, + "cached_input_tokens": 21888, + "output_tokens": 121, + "total_tokens": 22509, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2404, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10602.8, + "sql_execution_elapsed_ms_total": 8.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_2f5090861e2a3547\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a44c60a4facb4f789a52caf55d6b73b90c47fea4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:15:02.506271+00:00", + "ended_at": "2026-05-04T08:15:13.109347+00:00", + "elapsed_ms": 10602.8, + "prompt_metrics": { + "chars": 7015, + "bytes_utf8": 7015, + "lines": 226, + "estimated_tokens": 2299 + }, + "stdout_metrics": { + "chars": 684, + "bytes_utf8": 684, + "lines": 4, + "estimated_tokens": 202 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13200 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 374, + "bytes_utf8": 374, + "lines": 1, + "estimated_tokens": 105 + }, + "usage": { + "input_tokens": 22388, + "cached_input_tokens": 21888, + "output_tokens": 121 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e3f70f7c284cb0a60e4cd05dd72eb3121345cf5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=2.6449.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "2.6449", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..61a03c7dc6bd91f56f3306c4a01e64e88a850c13 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-1606-79f1-9a5b-b53245d17e96"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"2.6449\\\" AS REAL) <= 3.1016 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"2.6449\\\" and threshold fixed at 3.1016. CAST to REAL is needed because the schema stores the measure column as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22388,"cached_input_tokens":21888,"output_tokens":121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..07d38273391aba613c4ba4bccd66f02ed69f7038 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"2.6449\" AS REAL) <= 3.1016 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"2.6449\" and threshold fixed at 3.1016. CAST to REAL is needed because the schema stores the measure column as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..95a76bf788634329dec8771db33be39bafd57e44 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:02.737990Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:05.096497Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:12.418121Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a9f7f7883a8e87db3b26b113edc6839b14108da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=2.6449. +Result preview: [{"empirical_cdf_at_threshold": 0.7501445922498554}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1bf7857bd4f5b958aff38a97a6dbf8df53b5fb1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_2f5090861e2a3547 +-- problem_id: v2p_n11_c23d9b61c49b53ef +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("2.6449" AS REAL) <= 3.1016 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2060a8d02595d4d953972c8138f75d53c7f5a4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"2.6449\" AS REAL) <= 3.1016 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"2.6449\\\" AS REAL) <= 3.1016 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7501445922498554}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.78}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c81284fe4e9cf31447f5ef389fb46e85512a005b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:15:02.501915+00:00", + "ended_at": "2026-05-04T08:15:13.141832+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_2f5090861e2a3547", + "problem_id": "v2p_n11_c23d9b61c49b53ef", + "dataset_id": "n11", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=2.6449.", + "bindings": { + "measure_col": "2.6449", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=132" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_2f5090861e2a3547.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2f5090861e2a3547", + "api_calls": 0, + "input_tokens": 22388, + "cached_input_tokens": 21888, + "output_tokens": 121, + "total_tokens": 22509, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2404, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10602.8, + "sql_execution_elapsed_ms_total": 8.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_2f5090861e2a3547\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4eeb58eb8f203902b56af1203851af11598a21b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_2f5090861e2a3547/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:13.126498+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10602.8, "started_at": "2026-05-04T08:15:02.506271+00:00", "ended_at": "2026-05-04T08:15:13.109347+00:00", "prompt_metrics": {"chars": 7015, "bytes_utf8": 7015, "lines": 226, "estimated_tokens": 2299}, "response_metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22388, "cached_input_tokens": 21888, "output_tokens": 121}, "stderr_preview": "2026-05-04T08:15:02.737990Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:05.096497Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "predicate_col": "g", + "predicate_op": "=", + "predicate_value": "g", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_303c2c8539a5018d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_303c2c8539a5018d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a404d43ffee2cceaaf316b349a892095d794ec1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_303c2c8539a5018d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df203-b3bd-72c0-8970-903eaffa1be5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"40.092\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" = 'g'\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the required template and bindings exactly: group_col=\\\"g\\\", measure_col=\\\"40.092\\\", predicate_col=\\\"g\\\" with predicate_value 'g'. CAST to REAL is needed because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22471,"cached_input_tokens":21888,"output_tokens":163}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_303c2c8539a5018d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_303c2c8539a5018d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d0194a0ed70479ad48c78258c57edad5226da7e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_303c2c8539a5018d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"40.092\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE \"g\" = 'g'\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Used the required template and bindings exactly: group_col=\"g\", measure_col=\"40.092\", predicate_col=\"g\" with predicate_value 'g'. CAST to REAL is needed because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_303c2c8539a5018d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_303c2c8539a5018d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..481d5e891dd3037653750f64187569ec2a07259c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_303c2c8539a5018d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:03:42.187441Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:03:44.581771Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:03:52.485503Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_303c2c8539a5018d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_303c2c8539a5018d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..477a2a0826d3fb33964d812c8346dc4ae27e8e97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_303c2c8539a5018d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=40.092. +Result preview: [{"g": "g", "total_measure": 231608.0093}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_303c2c8539a5018d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_303c2c8539a5018d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7280d4143f6df120725dcf1eaac66569f4ec8386 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_303c2c8539a5018d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_303c2c8539a5018d +-- problem_id: v2p_n11_b268d0b92e4c3183 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("40.092" AS REAL)) AS total_measure +FROM "n11" +WHERE "g" = 'g' +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_303c2c8539a5018d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_303c2c8539a5018d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b97824f3b3f0367ad28769a438626086690bab9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_303c2c8539a5018d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"40.092\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE \"g\" = 'g'\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"40.092\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" = 'g'\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 231608.0093}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.43}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_303c2c8539a5018d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_303c2c8539a5018d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c37eeb0e7af32c6d7a83f83f802c02324899f841 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_303c2c8539a5018d/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:03:42.013113+00:00", + "ended_at": "2026-05-04T08:03:53.814632+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_303c2c8539a5018d", + "problem_id": "v2p_n11_b268d0b92e4c3183", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=40.092.", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "predicate_col": "g", + "predicate_op": "=", + "predicate_value": "g", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_303c2c8539a5018d.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_303c2c8539a5018d", + "api_calls": 0, + "input_tokens": 22471, + "cached_input_tokens": 21888, + "output_tokens": 163, + "total_tokens": 22634, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2382, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2500, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11756.96, + "sql_execution_elapsed_ms_total": 8.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_303c2c8539a5018d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_303c2c8539a5018d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_303c2c8539a5018d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..897bc4eaadf280375065a6cbd7c20a9b4374d429 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_303c2c8539a5018d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:03:53.796911+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11756.96, "started_at": "2026-05-04T08:03:42.018355+00:00", "ended_at": "2026-05-04T08:03:53.775474+00:00", "prompt_metrics": {"chars": 7336, "bytes_utf8": 7336, "lines": 232, "estimated_tokens": 2382}, "response_metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22471, "cached_input_tokens": 21888, "output_tokens": 163}, "stderr_preview": "2026-05-04T08:03:42.187441Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:03:44.581771Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=2.6449.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "2.6449", + "band_col": "2.6449", + "band_cut_1": 2.5599, + "band_cut_2": 2.9462, + "lower_bound": 2.5599, + "upper_bound": 2.9462, + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_305b68808d93416d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_305b68808d93416d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac52d061e4393fd77c1dcc68860b3427a9895651 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_305b68808d93416d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f6-1b84-7e63-898d-746f68fd1b4e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"2.6449\\\" AS REAL) < 2.5599 THEN 'low'\\n WHEN CAST(\\\"2.6449\\\" AS REAL) < 2.9462 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"2.6449\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned template with both band_col and measure_col bound to \\\"2.6449\\\". Casts to REAL are required because the SQLite schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22545,"cached_input_tokens":19840,"output_tokens":169}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_305b68808d93416d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_305b68808d93416d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4d9762c6a42c4c2529d5fff30c68279b774e2d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_305b68808d93416d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"2.6449\" AS REAL) < 2.5599 THEN 'low'\n WHEN CAST(\"2.6449\" AS REAL) < 2.9462 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"2.6449\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Used the planned template with both band_col and measure_col bound to \"2.6449\". Casts to REAL are required because the SQLite schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_305b68808d93416d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_305b68808d93416d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fc7168bccfcf3c18d3f6e8ac29dfc418b08767f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_305b68808d93416d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:48:51.618030Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:48:55.651408Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:49:07.032264Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_305b68808d93416d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_305b68808d93416d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab40adab6939df6c9b7085f5fc35e8bc42bba54f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_305b68808d93416d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=2.6449. +Result preview: [{"band_bucket": "high", "avg_measure": 3.3601222531293464}, {"band_bucket": "mid", "avg_measure": 2.7407312450183325}, {"band_bucket": "low", "avg_measure": 2.3574851792828686}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_305b68808d93416d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_305b68808d93416d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a52534bc773d61d174ae63aa1220a98ac9f961fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_305b68808d93416d/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n11_305b68808d93416d +-- problem_id: v2p_n11_8cf9d0b128e222d4 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("2.6449" AS REAL) < 2.5599 THEN 'low' + WHEN CAST("2.6449" AS REAL) < 2.9462 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("2.6449" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_305b68808d93416d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_305b68808d93416d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7142bb085f3a916570f4caa959c3a44cc30f9287 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_305b68808d93416d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"2.6449\" AS REAL) < 2.5599 THEN 'low'\n WHEN CAST(\"2.6449\" AS REAL) < 2.9462 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"2.6449\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"2.6449\\\" AS REAL) < 2.5599 THEN 'low'\\n WHEN CAST(\\\"2.6449\\\" AS REAL) < 2.9462 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"2.6449\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 3.3601222531293464}, {\"band_bucket\": \"mid\", \"avg_measure\": 2.7407312450183325}, {\"band_bucket\": \"low\", \"avg_measure\": 2.3574851792828686}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 25.52}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_305b68808d93416d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_305b68808d93416d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..17a1f832549d80acc2cf8232f314a39ef7e35767 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_305b68808d93416d/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:48:51.034843+00:00", + "ended_at": "2026-05-04T07:49:08.234602+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_305b68808d93416d", + "problem_id": "v2p_n11_8cf9d0b128e222d4", + "dataset_id": "n11", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=2.6449.", + "bindings": { + "measure_col": "2.6449", + "band_col": "2.6449", + "band_cut_1": 2.5599, + "band_cut_2": 2.9462, + "lower_bound": 2.5599, + "upper_bound": 2.9462, + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_305b68808d93416d.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_305b68808d93416d", + "api_calls": 0, + "input_tokens": 22545, + "cached_input_tokens": 19840, + "output_tokens": 169, + "total_tokens": 22714, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2454, + "estimated_output_tokens": 153, + "estimated_total_tokens": 2607, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17123.67, + "sql_execution_elapsed_ms_total": 25.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_305b68808d93416d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_305b68808d93416d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_305b68808d93416d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0dd20b965c40228c63675369712242d3fa157f83 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_305b68808d93416d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:49:08.200239+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17123.67, "started_at": "2026-05-04T07:48:51.050503+00:00", "ended_at": "2026-05-04T07:49:08.174131+00:00", "prompt_metrics": {"chars": 7529, "bytes_utf8": 7529, "lines": 232, "estimated_tokens": 2454}, "response_metrics": {"chars": 547, "bytes_utf8": 547, "lines": 1, "estimated_tokens": 153}, "usage": {"input_tokens": 22545, "cached_input_tokens": 19840, "output_tokens": 169}, "stderr_preview": "2026-05-04T07:48:51.618030Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:48:55.651408Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..06518c65418a183c2dce84d3bc1cfe5f78895a4e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ee-ca3e-7600-9f25-9754ae7313ab"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the required template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", using positive_value='g' and negative_value='h'. Identifiers are double-quoted and the SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22600,"cached_input_tokens":19840,"output_tokens":189}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..61ddb2bf19e39e227aeabff27d65b4ab7aa40d46 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the required template with group_col=\"g\" and condition_col=\"g\", using positive_value='g' and negative_value='h'. Identifiers are double-quoted and the SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1c6cd6c6bba89b3b605b48ba007749687ad1f60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:40:51.727238Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:40:54.065240Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:41:02.268001Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..486867437eec74260de79f2bfaafd901c8bdc942 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_ratio": 0.0}, {"g": "g", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..17fcc28298fe76e62c3158579d902da5371f25b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_309a9718e86e9ac7 +-- problem_id: v2p_n11_29d6ed9d9c7e00b7 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27912c7f2148c28338ed46a600f9db58cdadcb90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"g\", \"condition_ratio\"], \"rows\": [{\"g\": \"h\", \"condition_ratio\": 0.0}, {\"g\": \"g\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.63}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3d24fb686bfa29a21a6750a59981210658dbef92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:40:51.512633+00:00", + "ended_at": "2026-05-04T07:41:03.159943+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_309a9718e86e9ac7", + "problem_id": "v2p_n11_29d6ed9d9c7e00b7", + "dataset_id": "n11", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_309a9718e86e9ac7.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_309a9718e86e9ac7", + "api_calls": 0, + "input_tokens": 22600, + "cached_input_tokens": 19840, + "output_tokens": 189, + "total_tokens": 22789, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2509, + "estimated_output_tokens": 173, + "estimated_total_tokens": 2682, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11602.77, + "sql_execution_elapsed_ms_total": 11.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_309a9718e86e9ac7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..18eace07f4bcc56e861e2ca2cda90e1782d4e8a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:41:03.140476+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11602.77, "started_at": "2026-05-04T07:40:51.518053+00:00", "ended_at": "2026-05-04T07:41:03.119880+00:00", "prompt_metrics": {"chars": 7860, "bytes_utf8": 7860, "lines": 231, "estimated_tokens": 2509}, "response_metrics": {"chars": 642, "bytes_utf8": 642, "lines": 1, "estimated_tokens": 173}, "usage": {"input_tokens": 22600, "cached_input_tokens": 19840, "output_tokens": 189}, "stderr_preview": "2026-05-04T07:40:51.727238Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:40:54.065240Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.1982.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "0.1982", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32332404f0e0f262/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32332404f0e0f262/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf9ead5b7315795ee3c9b4774f8e6c16a9640915 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32332404f0e0f262/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-6eb6-7d32-8db6-73f83e3119ba"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"0.1982\\\" AS REAL) <= 0.28525 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\",\"notes\":\"Used the planned Threshold Rarity CDF template with measure_col bound to \\\"0.1982\\\" and threshold fixed at 0.28525. CAST to REAL is needed because the schema stores this numeric field as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22388,"cached_input_tokens":21888,"output_tokens":125}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32332404f0e0f262/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32332404f0e0f262/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27aeb42c28ef22a429cae2c302ad9ad1a477013e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32332404f0e0f262/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"0.1982\" AS REAL) <= 0.28525 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";","notes":"Used the planned Threshold Rarity CDF template with measure_col bound to \"0.1982\" and threshold fixed at 0.28525. CAST to REAL is needed because the schema stores this numeric field as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32332404f0e0f262/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32332404f0e0f262/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7031ec9756c7aa365df3a277d6a9ecddcf7e4b9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32332404f0e0f262/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:25.486637Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:28.055469Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:35.300175Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32332404f0e0f262/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32332404f0e0f262/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7def0c74f2ac6b3023651f401a26232dd2c7da5a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32332404f0e0f262/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.1982. +Result preview: [{"empirical_cdf_at_threshold": 0.7499868552500132}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32332404f0e0f262/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32332404f0e0f262/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b9e4fead0b1b3fdfc5791be687a9a9472e026683 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32332404f0e0f262/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_32332404f0e0f262 +-- problem_id: v2p_n11_adef8212b80d3f61 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("0.1982" AS REAL) <= 0.28525 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32332404f0e0f262/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32332404f0e0f262/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd6bcfcf5b1921f61b78e56f1d5f7b40b6c8501b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32332404f0e0f262/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"0.1982\" AS REAL) <= 0.28525 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"0.1982\\\" AS REAL) <= 0.28525 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7499868552500132}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.67}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32332404f0e0f262/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32332404f0e0f262/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..804100e48b4492d23a5d987c2b0df12f318029a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32332404f0e0f262/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:15:25.229159+00:00", + "ended_at": "2026-05-04T08:15:36.239046+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_32332404f0e0f262", + "problem_id": "v2p_n11_adef8212b80d3f61", + "dataset_id": "n11", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.1982.", + "bindings": { + "measure_col": "0.1982", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=134" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_32332404f0e0f262.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_32332404f0e0f262", + "api_calls": 0, + "input_tokens": 22388, + "cached_input_tokens": 21888, + "output_tokens": 125, + "total_tokens": 22513, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2406, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10973.32, + "sql_execution_elapsed_ms_total": 8.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_32332404f0e0f262\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32332404f0e0f262/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32332404f0e0f262/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d799c8e6e52fbabb57a90f3e4ae14d2e5d4c5ffd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32332404f0e0f262/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:36.223209+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10973.32, "started_at": "2026-05-04T08:15:25.233359+00:00", "ended_at": "2026-05-04T08:15:36.206617+00:00", "prompt_metrics": {"chars": 7016, "bytes_utf8": 7016, "lines": 226, "estimated_tokens": 2299}, "response_metrics": {"chars": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22388, "cached_input_tokens": 21888, "output_tokens": 125}, "stderr_preview": "2026-05-04T08:15:25.486637Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:28.055469Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba356557b46c58a20a8cee8827a97a0ccd02d292 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f1-36d2-7a02-a5aa-6a023a3ec2c9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"22.011\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"22.011\\\". Cast \\\"22.011\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22408,"cached_input_tokens":19840,"output_tokens":154}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b333255578395786fadfc00d6bf894a8768e4d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"22.011\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col=\"g\" and measure_col=\"22.011\". Cast \"22.011\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7cf05f3ef156d79da57fefc7a634675020cd5841 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:43:30.599460Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:43:33.033495Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:43:42.628141Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32933788fed489a0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32933788fed489a0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b229eea300ab91090af0ae340a0bf6a963f77022 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32933788fed489a0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011. +Result preview: [{"g": "g", "avg_measure": 17.809071891979563}, {"g": "h", "avg_measure": -2.8482975627990434}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32933788fed489a0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32933788fed489a0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b9f4c658d80f05457162fcaa6794ff30a58e1a98 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32933788fed489a0/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_32933788fed489a0 +-- problem_id: v2p_n11_8dc867ed28b12a4f +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("22.011" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32933788fed489a0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32933788fed489a0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d077bdd06b362be57c7087b61c54241855befbd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32933788fed489a0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"22.011\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"22.011\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 17.809071891979563}, {\"g\": \"h\", \"avg_measure\": -2.8482975627990434}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 56.93}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32933788fed489a0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32933788fed489a0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6f8d16632185aaa50d5858fe7d91a499bc3c291e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32933788fed489a0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:43:28.087081+00:00", + "ended_at": "2026-05-04T07:43:43.671367+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_32933788fed489a0", + "problem_id": "v2p_n11_8dc867ed28b12a4f", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_32933788fed489a0.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_32933788fed489a0", + "api_calls": 0, + "input_tokens": 22408, + "cached_input_tokens": 19840, + "output_tokens": 154, + "total_tokens": 22562, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2317, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2415, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13038.69, + "sql_execution_elapsed_ms_total": 56.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_32933788fed489a0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32933788fed489a0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32933788fed489a0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b28c29fef854022ae087253612624f1b7dbd843b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_32933788fed489a0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:43:43.521895+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13038.69, "started_at": "2026-05-04T07:43:30.330204+00:00", "ended_at": "2026-05-04T07:43:43.369527+00:00", "prompt_metrics": {"chars": 7151, "bytes_utf8": 7151, "lines": 228, "estimated_tokens": 2317}, "response_metrics": {"chars": 371, "bytes_utf8": 371, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22408, "cached_input_tokens": 19840, "output_tokens": 154}, "stderr_preview": "2026-05-04T07:43:30.599460Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:43:33.033495Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5dee9bfa35a7b359d1378d56d76a1e70b5ca33d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ef-991a-74d2-b57b-d2b3287dc4b3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided grouped ratio template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", using positive_value='g' and negative_value='h'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22600,"cached_input_tokens":21888,"output_tokens":235}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc41107776e3e91e2cd8cd167fec44ffb5293b6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided grouped ratio template with group_col=\"g\" and condition_col=\"g\", using positive_value='g' and negative_value='h'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..907960bd04f0a98c3a355c6ed5b5b92d9350708d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:41:44.673365Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:41:47.124444Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:41:58.638624Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3b498e55f52ce049/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3b498e55f52ce049/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..486867437eec74260de79f2bfaafd901c8bdc942 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3b498e55f52ce049/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_ratio": 0.0}, {"g": "g", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3b498e55f52ce049/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3b498e55f52ce049/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a649be95f18945f760b46156f47a29e637fc0ad8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3b498e55f52ce049/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_3b498e55f52ce049 +-- problem_id: v2p_n11_82f37b3d275b2bd7 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3b498e55f52ce049/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3b498e55f52ce049/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..048641a584de938d5a9b4a82b90e4387081e5460 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3b498e55f52ce049/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"g\", \"condition_ratio\"], \"rows\": [{\"g\": \"h\", \"condition_ratio\": 0.0}, {\"g\": \"g\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.21}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3b498e55f52ce049/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3b498e55f52ce049/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8de8dc8dc7a4c2ef2197ef22adaab507307c65a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3b498e55f52ce049/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:41:44.419133+00:00", + "ended_at": "2026-05-04T07:41:59.527534+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_3b498e55f52ce049", + "problem_id": "v2p_n11_82f37b3d275b2bd7", + "dataset_id": "n11", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_3b498e55f52ce049.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3b498e55f52ce049", + "api_calls": 0, + "input_tokens": 22600, + "cached_input_tokens": 21888, + "output_tokens": 235, + "total_tokens": 22835, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2509, + "estimated_output_tokens": 163, + "estimated_total_tokens": 2672, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15065.77, + "sql_execution_elapsed_ms_total": 11.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_3b498e55f52ce049\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3b498e55f52ce049/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3b498e55f52ce049/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a921b8a5089098578be09c47e759632708f4039 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3b498e55f52ce049/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:41:59.506631+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15065.77, "started_at": "2026-05-04T07:41:44.423382+00:00", "ended_at": "2026-05-04T07:41:59.489533+00:00", "prompt_metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 231, "estimated_tokens": 2509}, "response_metrics": {"chars": 592, "bytes_utf8": 592, "lines": 1, "estimated_tokens": 163}, "usage": {"input_tokens": 22600, "cached_input_tokens": 21888, "output_tokens": 235}, "stderr_preview": "2026-05-04T07:41:44.673365Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:41:47.124444Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3cc0f7e86cdeae09/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3cc0f7e86cdeae09/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c9190369472a94d1af1fa856dd9231e0c3abe64b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3cc0f7e86cdeae09/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_3cc0f7e86cdeae09\n-- problem_id: v2p_n11_99fbb949e818f529\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"40.092\",\n COUNT(*) AS support,\n AVG(\"0.3918\") AS avg_response\nFROM \"n11\"\nGROUP BY \"40.092\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_3cc0f7e86cdeae09\\n-- problem_id: v2p_n11_99fbb949e818f529\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"40.092\\\",\\n COUNT(*) AS support,\\n AVG(\\\"0.3918\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"40.092\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"40.092\", \"support\", \"avg_response\"], \"rows\": [{\"40.092\": \"0.0002\", \"support\": 7, \"avg_response\": 0.7051142857142858}, {\"40.092\": \"0\", \"support\": 5, \"avg_response\": 0.7316}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 25.23}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3cc0f7e86cdeae09/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3cc0f7e86cdeae09/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d7e10caf3f6372a021b3aa6ae21e0e25eb01b5f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3cc0f7e86cdeae09/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.757496+00:00", + "ended_at": "2026-05-04T08:16:37.784518+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_3cc0f7e86cdeae09", + "problem_id": "v2p_n11_99fbb949e818f529", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=0.3918, key_col=40.092.", + "bindings": { + "key_col": "40.092", + "measure_col": "0.3918", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=32", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 32, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_3cc0f7e86cdeae09.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3cc0f7e86cdeae09/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3cc0f7e86cdeae09/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3cc0f7e86cdeae09/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7fbcc58a9e2aeb5d6bb74b082af7461b15ac148 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7248, "bytes_utf8": 7248, "lines": 226, "estimated_tokens": 2363}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 506, "bytes_utf8": 506, "lines": 1, "estimated_tokens": 156}, "usage": {"input_tokens": 22454, "cached_input_tokens": 21888, "output_tokens": 172}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..344a1ff8eae26888e18c0c38de0c9f77bf0890ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3fa11a9cdaf5cdf9", + "api_calls": 0, + "input_tokens": 22454, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 22626, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2363, + "estimated_output_tokens": 156, + "estimated_total_tokens": 2519, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20371.65, + "sql_execution_elapsed_ms_total": 52.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_3fa11a9cdaf5cdf9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..351ba5175b5ec749a01263e78f25287dcef2914b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:13:19.578743+00:00", + "ended_at": "2026-05-04T08:13:39.950437+00:00", + "elapsed_ms": 20371.65, + "prompt_metrics": { + "chars": 7248, + "bytes_utf8": 7248, + "lines": 226, + "estimated_tokens": 2363 + }, + "stdout_metrics": { + "chars": 855, + "bytes_utf8": 855, + "lines": 4, + "estimated_tokens": 276 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13170 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 506, + "bytes_utf8": 506, + "lines": 1, + "estimated_tokens": 156 + }, + "usage": { + "input_tokens": 22454, + "cached_input_tokens": 21888, + "output_tokens": 172 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7b29080eb9d131414326b6fdc715a043f6b95b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.3918.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "0.3918", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..153984f9636271e2588d7fc07b86533bc75a9c56 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-83cf-7b13-a500-17ba3c5d792c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT CAST(\\\"0.3918\\\" AS REAL) AS \\\"0.3918\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"0.3918\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"0.3918\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"0.3918\\\" DESC;\",\"notes\":\"Used the required Quantile Tail Slice template with measure_col bound to \\\"0.3918\\\" and num_tiles=10. CAST to REAL is needed because the SQLite column is stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22454,"cached_input_tokens":21888,"output_tokens":172}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..941705e5b708ae87cff0f42a2617a6c31f9fdc9e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT CAST(\"0.3918\" AS REAL) AS \"0.3918\",\n NTILE(10) OVER (ORDER BY CAST(\"0.3918\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n11\"\n)\nSELECT \"0.3918\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"0.3918\" DESC;","notes":"Used the required Quantile Tail Slice template with measure_col bound to \"0.3918\" and num_tiles=10. CAST to REAL is needed because the SQLite column is stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12cf9fa39caa5957c0ce5b412f95b6e61adbeb4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:13:19.769143Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:13:22.105598Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:13:34.695836Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..322baba203f1f529be88653c04cf2dd52a0d7f6e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.3918. +Result preview: [{"0.3918": 0.893}, {"0.3918": 0.8912}, {"0.3918": 0.8889}, {"0.3918": 0.8846}, {"0.3918": 0.8786}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed8e07e75934491fbd21d20b63c82e292c96d181 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_3fa11a9cdaf5cdf9 +-- problem_id: v2p_n11_0e32a6046b3c8a42 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT CAST("0.3918" AS REAL) AS "0.3918", + NTILE(10) OVER (ORDER BY CAST("0.3918" AS REAL) DESC) AS "tail_bucket" + FROM "n11" +) +SELECT "0.3918" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "0.3918" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a7d1ea779856b54a20b1aff28f652c8f6c411d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT CAST(\"0.3918\" AS REAL) AS \"0.3918\",\n NTILE(10) OVER (ORDER BY CAST(\"0.3918\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n11\"\n)\nSELECT \"0.3918\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"0.3918\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT CAST(\\\"0.3918\\\" AS REAL) AS \\\"0.3918\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"0.3918\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"0.3918\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"0.3918\\\" DESC;\", \"columns\": [\"0.3918\"], \"rows\": [{\"0.3918\": 0.893}, {\"0.3918\": 0.8912}, {\"0.3918\": 0.8889}, {\"0.3918\": 0.8846}, {\"0.3918\": 0.8786}, {\"0.3918\": 0.8778}, {\"0.3918\": 0.8772}, {\"0.3918\": 0.8757}, {\"0.3918\": 0.8745}, {\"0.3918\": 0.8743}, {\"0.3918\": 0.8703}, {\"0.3918\": 0.8676}, {\"0.3918\": 0.8668}, {\"0.3918\": 0.865}, {\"0.3918\": 0.8646}, {\"0.3918\": 0.8621}, {\"0.3918\": 0.8617}, {\"0.3918\": 0.8615}, {\"0.3918\": 0.859}, {\"0.3918\": 0.8585}, {\"0.3918\": 0.8576}, {\"0.3918\": 0.8571}, {\"0.3918\": 0.8565}, {\"0.3918\": 0.8535}, {\"0.3918\": 0.8533}, {\"0.3918\": 0.8521}, {\"0.3918\": 0.8517}, {\"0.3918\": 0.8515}, {\"0.3918\": 0.8511}, {\"0.3918\": 0.8507}, {\"0.3918\": 0.8499}, {\"0.3918\": 0.8495}, {\"0.3918\": 0.8484}, {\"0.3918\": 0.8483}, {\"0.3918\": 0.8475}, {\"0.3918\": 0.847}, {\"0.3918\": 0.847}, {\"0.3918\": 0.8468}, {\"0.3918\": 0.8467}, {\"0.3918\": 0.8463}, {\"0.3918\": 0.8463}, {\"0.3918\": 0.8456}, {\"0.3918\": 0.8451}, {\"0.3918\": 0.8444}, {\"0.3918\": 0.8443}, {\"0.3918\": 0.8442}, {\"0.3918\": 0.8435}, {\"0.3918\": 0.8427}, {\"0.3918\": 0.8416}, {\"0.3918\": 0.8413}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 52.86}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d776a5befce2e9e237d1cb527b366454a2ac683b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:13:19.574490+00:00", + "ended_at": "2026-05-04T08:13:40.028840+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_3fa11a9cdaf5cdf9", + "problem_id": "v2p_n11_0e32a6046b3c8a42", + "dataset_id": "n11", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.3918.", + "bindings": { + "measure_col": "0.3918", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=123" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_3fa11a9cdaf5cdf9.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3fa11a9cdaf5cdf9", + "api_calls": 0, + "input_tokens": 22454, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 22626, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2363, + "estimated_output_tokens": 156, + "estimated_total_tokens": 2519, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20371.65, + "sql_execution_elapsed_ms_total": 52.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_3fa11a9cdaf5cdf9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f864ac13bdf378208f2008c2fef4e3250a9e16db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:13:39.967665+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20371.65, "started_at": "2026-05-04T08:13:19.578743+00:00", "ended_at": "2026-05-04T08:13:39.950437+00:00", "prompt_metrics": {"chars": 7248, "bytes_utf8": 7248, "lines": 226, "estimated_tokens": 2363}, "response_metrics": {"chars": 506, "bytes_utf8": 506, "lines": 1, "estimated_tokens": 156}, "usage": {"input_tokens": 22454, "cached_input_tokens": 21888, "output_tokens": 172}, "stderr_preview": "2026-05-04T08:13:19.769143Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:13:22.105598Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role focused_target_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_tpch_max_aggregate_winner", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_401e73a530d7f293/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_401e73a530d7f293/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..49178983435d187f20256c43a3247e95ec80261d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_401e73a530d7f293/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-94fa-7842-8693-d892aaf018cb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"40.092\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the required template with group_col bound to \\\"g\\\" and measure_col bound to \\\"40.092\\\". CAST to REAL was added because the schema stores columns as TEXT, and SUM should operate numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22471,"cached_input_tokens":21888,"output_tokens":183}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_401e73a530d7f293/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_401e73a530d7f293/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5d4d01d2f7bcbe15270e937e8896d51af2b8053 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_401e73a530d7f293/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"40.092\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"g\";","notes":"Used the required template with group_col bound to \"g\" and measure_col bound to \"40.092\". CAST to REAL was added because the schema stores columns as TEXT, and SUM should operate numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_401e73a530d7f293/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_401e73a530d7f293/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bba0828b386eec9fd0487d6784debd778cd68b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_401e73a530d7f293/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:07.555007Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:09.966959Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:20.634438Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_401e73a530d7f293/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_401e73a530d7f293/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..60aac7f23332c07fd96ec9a79aa4aca8deca3f8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_401e73a530d7f293/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role focused_target_view. Focus on group_col=g, measure_col=40.092. +Result preview: [{"g": "h", "total_measure": 294173.2397}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_401e73a530d7f293/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_401e73a530d7f293/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a6e61ef0600805da3befce85bfbfd8e506e4967 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_401e73a530d7f293/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n11_401e73a530d7f293 +-- problem_id: v2p_n11_e19b59159aeebca4 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("40.092" AS REAL)) AS total_measure + FROM "n11" + GROUP BY "g" +) +SELECT "g", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "g"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_401e73a530d7f293/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_401e73a530d7f293/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c691991f877236dd8ad5fdddcf7def18561358b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_401e73a530d7f293/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"40.092\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"40.092\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"h\", \"total_measure\": 294173.2397}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.51}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_401e73a530d7f293/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_401e73a530d7f293/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7ec781784df55a7b4128965cf392d42c5fc8f441 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_401e73a530d7f293/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:10:07.348795+00:00", + "ended_at": "2026-05-04T08:10:21.836370+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_401e73a530d7f293", + "problem_id": "v2p_n11_e19b59159aeebca4", + "dataset_id": "n11", + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role focused_target_view. Focus on group_col=g, measure_col=40.092.", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_401e73a530d7f293.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_401e73a530d7f293", + "api_calls": 0, + "input_tokens": 22471, + "cached_input_tokens": 21888, + "output_tokens": 183, + "total_tokens": 22654, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2382, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2518, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14444.57, + "sql_execution_elapsed_ms_total": 13.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_401e73a530d7f293\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_401e73a530d7f293/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_401e73a530d7f293/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ecaa1e55913676404825acbae98da94ae4de4ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_401e73a530d7f293/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:21.815944+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14444.57, "started_at": "2026-05-04T08:10:07.354074+00:00", "ended_at": "2026-05-04T08:10:21.796310+00:00", "prompt_metrics": {"chars": 7389, "bytes_utf8": 7389, "lines": 228, "estimated_tokens": 2382}, "response_metrics": {"chars": 521, "bytes_utf8": 521, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 22471, "cached_input_tokens": 21888, "output_tokens": 183}, "stderr_preview": "2026-05-04T08:10:07.555007Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:09.966959Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_41b8bcbfcb38ac20/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_41b8bcbfcb38ac20/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a1f4205e3843de333a9ca6f0398a2975935d5e4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_41b8bcbfcb38ac20/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_41b8bcbfcb38ac20\n-- problem_id: v2p_n11_c55c1a3e08bd7507\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"-8.2027\",\n COUNT(*) AS support,\n AVG(\"16.0021\") AS avg_response\nFROM \"n11\"\nGROUP BY \"-8.2027\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_41b8bcbfcb38ac20\\n-- problem_id: v2p_n11_c55c1a3e08bd7507\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"-8.2027\\\",\\n COUNT(*) AS support,\\n AVG(\\\"16.0021\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"-8.2027\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"-8.2027\", \"support\", \"avg_response\"], \"rows\": [{\"-8.2027\": \"0\", \"support\": 59, \"avg_response\": 1.7425186440677967}, {\"-8.2027\": \"-0.0001\", \"support\": 24, \"avg_response\": 0.0015291666666666665}, {\"-8.2027\": \"0.0001\", \"support\": 18, \"avg_response\": 0.001811111111111111}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.85}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_41b8bcbfcb38ac20/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_41b8bcbfcb38ac20/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0d402df77bb1c291f0988a4ef7376f25d5badd1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_41b8bcbfcb38ac20/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.578325+00:00", + "ended_at": "2026-05-04T08:16:37.607277+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_41b8bcbfcb38ac20", + "problem_id": "v2p_n11_c55c1a3e08bd7507", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=16.0021, key_col=-8.2027.", + "bindings": { + "key_col": "-8.2027", + "measure_col": "16.0021", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=26", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 26, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_41b8bcbfcb38ac20.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_41b8bcbfcb38ac20/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_41b8bcbfcb38ac20/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_41b8bcbfcb38ac20/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_424a1006cb2bea04/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_424a1006cb2bea04/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..32ea20731f7303afed835d4e583186c1a344b3af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_424a1006cb2bea04/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"16.0021": "0", "support": 98, "avg_response": 24.087755102040816}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_424a1006cb2bea04/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_424a1006cb2bea04/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3942705491ba104ec333d74e466179ce4a39fc5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_424a1006cb2bea04/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_424a1006cb2bea04 +-- problem_id: v2p_n11_923a71cf77378870 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "16.0021", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "16.0021" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_424a1006cb2bea04/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_424a1006cb2bea04/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a000fcf7edb0cfefc5813b616c53d671120816d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_424a1006cb2bea04/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_424a1006cb2bea04\n-- problem_id: v2p_n11_923a71cf77378870\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"16.0021\",\n COUNT(*) AS support,\n AVG(\"28.7967\") AS avg_response\nFROM \"n11\"\nGROUP BY \"16.0021\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_424a1006cb2bea04\\n-- problem_id: v2p_n11_923a71cf77378870\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"16.0021\\\",\\n COUNT(*) AS support,\\n AVG(\\\"28.7967\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"16.0021\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"16.0021\", \"support\", \"avg_response\"], \"rows\": [{\"16.0021\": \"0\", \"support\": 98, \"avg_response\": 24.087755102040816}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 25.74}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_424a1006cb2bea04/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_424a1006cb2bea04/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3113165af84f2b198d3da24cfefe0aecd800060f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_424a1006cb2bea04/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:36.940190+00:00", + "ended_at": "2026-05-04T08:16:36.969118+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_424a1006cb2bea04", + "problem_id": "v2p_n11_923a71cf77378870", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=28.7967, key_col=16.0021.", + "bindings": { + "key_col": "16.0021", + "measure_col": "28.7967", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_424a1006cb2bea04.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_424a1006cb2bea04/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_424a1006cb2bea04/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_424a1006cb2bea04/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9f4081c0e06ea8957fd1408066d71bf5b7d55995 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7390, "bytes_utf8": 7390, "lines": 228, "estimated_tokens": 2384}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 457, "bytes_utf8": 457, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 22473, "cached_input_tokens": 21888, "output_tokens": 157}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..83f8272490bc18aa3769ab3cca7752cc7976e64b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_427295327b4cffcc", + "api_calls": 0, + "input_tokens": 22473, + "cached_input_tokens": 21888, + "output_tokens": 157, + "total_tokens": 22630, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2384, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2513, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11304.41, + "sql_execution_elapsed_ms_total": 13.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_427295327b4cffcc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7ff138171fac3f575cebb33bd2e74d3072ee833f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:11:12.358552+00:00", + "ended_at": "2026-05-04T08:11:23.663140+00:00", + "elapsed_ms": 11304.41, + "prompt_metrics": { + "chars": 7390, + "bytes_utf8": 7390, + "lines": 228, + "estimated_tokens": 2384 + }, + "stdout_metrics": { + "chars": 798, + "bytes_utf8": 798, + "lines": 4, + "estimated_tokens": 244 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13202 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 457, + "bytes_utf8": 457, + "lines": 1, + "estimated_tokens": 129 + }, + "usage": { + "input_tokens": 22473, + "cached_input_tokens": 21888, + "output_tokens": 157 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f04fbb48776268983f22a4ee4670a75f36d7ff8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=16.0021.", + "planned_template_id": "tpl_tpch_max_aggregate_winner", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fb12af86372569ec1642e982226dcfed0b9db45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-930e-7113-b5ff-8578298635f2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"16.0021\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the requested template with group_col=\\\"g\\\" and measure_col=\\\"16.0021\\\". Cast \\\"16.0021\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22473,"cached_input_tokens":21888,"output_tokens":157}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9246a1da2d1d506f20c1fb2080ae9f9f98dc4e3c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"16.0021\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"g\";","notes":"Used the requested template with group_col=\"g\" and measure_col=\"16.0021\". Cast \"16.0021\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bff9ae55e64abb16f5d0dcd097f70566f9697fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:12.583146Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:15.152050Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:22.742601Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7aa767c9d5791d54f57704bb229958ee724cb9b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=16.0021. +Result preview: [{"g": "g", "total_measure": 229269.1468}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d96703d248c3bfd535897aec5335d5d80744efbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n11_427295327b4cffcc +-- problem_id: v2p_n11_743a2e820d55e617 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("16.0021" AS REAL)) AS total_measure + FROM "n11" + GROUP BY "g" +) +SELECT "g", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "g"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7649b3aa6bfcc518df0846baa06bb2321c3f4d3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"16.0021\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"16.0021\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 229269.1468}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e93db25de81c7fdc40137f96acd722873a637f5a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:11:12.354542+00:00", + "ended_at": "2026-05-04T08:11:23.703671+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_427295327b4cffcc", + "problem_id": "v2p_n11_743a2e820d55e617", + "dataset_id": "n11", + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=16.0021.", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=111" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_427295327b4cffcc.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_427295327b4cffcc", + "api_calls": 0, + "input_tokens": 22473, + "cached_input_tokens": 21888, + "output_tokens": 157, + "total_tokens": 22630, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2384, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2513, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11304.41, + "sql_execution_elapsed_ms_total": 13.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_427295327b4cffcc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7533d10b7538977d729edbe226b974ac20129c5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_427295327b4cffcc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:23.680632+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11304.41, "started_at": "2026-05-04T08:11:12.358552+00:00", "ended_at": "2026-05-04T08:11:23.663140+00:00", "prompt_metrics": {"chars": 7390, "bytes_utf8": 7390, "lines": 228, "estimated_tokens": 2384}, "response_metrics": {"chars": 457, "bytes_utf8": 457, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 22473, "cached_input_tokens": 21888, "output_tokens": 157}, "stderr_preview": "2026-05-04T08:11:12.583146Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:15.152050Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=27.7004.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "27.7004", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c84c29013ba27d2759344d218889a8a59fc43c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20d-6960-73a1-830c-e82044c0497c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"27.7004\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"27.7004\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"27.7004\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"27.7004\\\" AS REAL) DESC;\",\"notes\":\"Applied the planned Quantile Tail Slice template on measure column \\\"27.7004\\\". CAST to REAL is used because the schema stores numeric-looking values as TEXT, and numeric ordering is required for the tail slice.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22454,"cached_input_tokens":19840,"output_tokens":218}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a203dadd1420a3bf1e454233fe1d0b77326a4636 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"27.7004\",\n NTILE(10) OVER (ORDER BY CAST(\"27.7004\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"27.7004\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"27.7004\" AS REAL) DESC;","notes":"Applied the planned Quantile Tail Slice template on measure column \"27.7004\". CAST to REAL is used because the schema stores numeric-looking values as TEXT, and numeric ordering is required for the tail slice."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6be040b93a6095598efc047dc508ff61ef2afe7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T08:14:18.552204Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:14:28.575065Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) +2026-05-04T08:14:37.429268Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_44fe509a581eaefe/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_44fe509a581eaefe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fa29734d4a79e9cc296e947ee77f9ce9c54ef5c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_44fe509a581eaefe/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=27.7004. +Result preview: [{"27.7004": "575.2407"}, {"27.7004": "473.0654"}, {"27.7004": "464.631"}, {"27.7004": "444.401"}, {"27.7004": "433.0957"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_44fe509a581eaefe/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_44fe509a581eaefe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1dde7e53ade37d2d24602e37214fa8c17f16583a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_44fe509a581eaefe/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_44fe509a581eaefe +-- problem_id: v2p_n11_4848690a00ddcd97 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "27.7004", + NTILE(10) OVER (ORDER BY CAST("27.7004" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "27.7004" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("27.7004" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_44fe509a581eaefe/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_44fe509a581eaefe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..21c0d629bd1a95f65e7f989b50c37a275a4ee0f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_44fe509a581eaefe/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"27.7004\",\n NTILE(10) OVER (ORDER BY CAST(\"27.7004\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"27.7004\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"27.7004\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"27.7004\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"27.7004\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"27.7004\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"27.7004\\\" AS REAL) DESC;\", \"columns\": [\"27.7004\"], \"rows\": [{\"27.7004\": \"575.2407\"}, {\"27.7004\": \"473.0654\"}, {\"27.7004\": \"464.631\"}, {\"27.7004\": \"444.401\"}, {\"27.7004\": \"433.0957\"}, {\"27.7004\": \"402.925\"}, {\"27.7004\": \"402.1863\"}, {\"27.7004\": \"400.284\"}, {\"27.7004\": \"396.3379\"}, {\"27.7004\": \"384.3477\"}, {\"27.7004\": \"381.2499\"}, {\"27.7004\": \"377.9719\"}, {\"27.7004\": \"374.603\"}, {\"27.7004\": \"369.5594\"}, {\"27.7004\": \"365.6528\"}, {\"27.7004\": \"364.5869\"}, {\"27.7004\": \"350.69\"}, {\"27.7004\": \"349.1051\"}, {\"27.7004\": \"344.4054\"}, {\"27.7004\": \"339.167\"}, {\"27.7004\": \"328.7287\"}, {\"27.7004\": \"326.401\"}, {\"27.7004\": \"325.4172\"}, {\"27.7004\": \"319.5395\"}, {\"27.7004\": \"315.3522\"}, {\"27.7004\": \"303.528\"}, {\"27.7004\": \"301.1996\"}, {\"27.7004\": \"298.614\"}, {\"27.7004\": \"282.706\"}, {\"27.7004\": \"275.631\"}, {\"27.7004\": \"274\"}, {\"27.7004\": \"267.1098\"}, {\"27.7004\": \"264.4892\"}, {\"27.7004\": \"261.875\"}, {\"27.7004\": \"253.046\"}, {\"27.7004\": \"250.2342\"}, {\"27.7004\": \"244.83\"}, {\"27.7004\": \"236.6539\"}, {\"27.7004\": \"228.595\"}, {\"27.7004\": \"226.8701\"}, {\"27.7004\": \"225.467\"}, {\"27.7004\": \"221.873\"}, {\"27.7004\": \"221.742\"}, {\"27.7004\": \"220.664\"}, {\"27.7004\": \"220.488\"}, {\"27.7004\": \"219.896\"}, {\"27.7004\": \"217.9336\"}, {\"27.7004\": \"217.6721\"}, {\"27.7004\": \"216.646\"}, {\"27.7004\": \"215.373\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 53.59}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_44fe509a581eaefe/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_44fe509a581eaefe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5dba07a34438082c2fbfef129d150d5d17fcdc0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_44fe509a581eaefe/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:14:18.342478+00:00", + "ended_at": "2026-05-04T08:14:38.498010+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_44fe509a581eaefe", + "problem_id": "v2p_n11_4848690a00ddcd97", + "dataset_id": "n11", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=27.7004.", + "bindings": { + "measure_col": "27.7004", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=125" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_44fe509a581eaefe.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_44fe509a581eaefe", + "api_calls": 0, + "input_tokens": 22454, + "cached_input_tokens": 19840, + "output_tokens": 218, + "total_tokens": 22672, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2363, + "estimated_output_tokens": 143, + "estimated_total_tokens": 2506, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20076.6, + "sql_execution_elapsed_ms_total": 53.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_44fe509a581eaefe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_44fe509a581eaefe/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_44fe509a581eaefe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4887832b965cdff52409040acd98695202c84338 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_44fe509a581eaefe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:38.433540+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20076.6, "started_at": "2026-05-04T08:14:18.346084+00:00", "ended_at": "2026-05-04T08:14:38.423010+00:00", "prompt_metrics": {"chars": 7252, "bytes_utf8": 7252, "lines": 226, "estimated_tokens": 2363}, "response_metrics": {"chars": 522, "bytes_utf8": 522, "lines": 1, "estimated_tokens": 143}, "usage": {"input_tokens": 22454, "cached_input_tokens": 19840, "output_tokens": 218}, "stderr_preview": "2026-05-04T08:14:18.552204Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:14:28.575065Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events)\n2026-05-04T08:14:37.429268Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n + + +
+ +
+
+ + + +2026-05-04T08:13:18.850081Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479395038bf9ab29/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479395038bf9ab29/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..00fa1606f3fa8f943c9f97da9f0e7a1f23e38778 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479395038bf9ab29/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=2.6449. +Result preview: [{"2.6449": 5.3233}, {"2.6449": 5.1795}, {"2.6449": 5.1467}, {"2.6449": 5.0118}, {"2.6449": 5.01}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479395038bf9ab29/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479395038bf9ab29/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6e38435a29649f7566b1c2fbb31a18706921d05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479395038bf9ab29/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_479395038bf9ab29 +-- problem_id: v2p_n11_6631a45c7f807159 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("2.6449" AS REAL) AS "2.6449", + NTILE(10) OVER (ORDER BY CAST("2.6449" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "2.6449" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "2.6449" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479395038bf9ab29/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479395038bf9ab29/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9b707e07c15e0f3ac98d47ab7f83997e210e781 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479395038bf9ab29/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"2.6449\" AS REAL) AS \"2.6449\",\n NTILE(10) OVER (ORDER BY CAST(\"2.6449\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"2.6449\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"2.6449\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"2.6449\\\" AS REAL) AS \\\"2.6449\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"2.6449\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"2.6449\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"2.6449\\\" DESC;\", \"columns\": [\"2.6449\"], \"rows\": [{\"2.6449\": 5.3233}, {\"2.6449\": 5.1795}, {\"2.6449\": 5.1467}, {\"2.6449\": 5.0118}, {\"2.6449\": 5.01}, {\"2.6449\": 4.9946}, {\"2.6449\": 4.9518}, {\"2.6449\": 4.9369}, {\"2.6449\": 4.905}, {\"2.6449\": 4.8501}, {\"2.6449\": 4.8376}, {\"2.6449\": 4.8252}, {\"2.6449\": 4.8025}, {\"2.6449\": 4.7981}, {\"2.6449\": 4.7552}, {\"2.6449\": 4.7133}, {\"2.6449\": 4.6964}, {\"2.6449\": 4.6791}, {\"2.6449\": 4.6579}, {\"2.6449\": 4.6492}, {\"2.6449\": 4.6453}, {\"2.6449\": 4.6444}, {\"2.6449\": 4.6444}, {\"2.6449\": 4.6295}, {\"2.6449\": 4.6289}, {\"2.6449\": 4.6269}, {\"2.6449\": 4.6163}, {\"2.6449\": 4.6113}, {\"2.6449\": 4.6094}, {\"2.6449\": 4.5943}, {\"2.6449\": 4.5848}, {\"2.6449\": 4.5769}, {\"2.6449\": 4.5762}, {\"2.6449\": 4.5739}, {\"2.6449\": 4.5685}, {\"2.6449\": 4.5565}, {\"2.6449\": 4.55}, {\"2.6449\": 4.5364}, {\"2.6449\": 4.5348}, {\"2.6449\": 4.5326}, {\"2.6449\": 4.5317}, {\"2.6449\": 4.5313}, {\"2.6449\": 4.5312}, {\"2.6449\": 4.527}, {\"2.6449\": 4.526}, {\"2.6449\": 4.5105}, {\"2.6449\": 4.5025}, {\"2.6449\": 4.495}, {\"2.6449\": 4.4923}, {\"2.6449\": 4.4838}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 51.45}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479395038bf9ab29/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479395038bf9ab29/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e17b77ec9a05aebdf613bdba6f7c0aab693b5f47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479395038bf9ab29/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:13:06.871719+00:00", + "ended_at": "2026-05-04T08:13:19.572383+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_479395038bf9ab29", + "problem_id": "v2p_n11_6631a45c7f807159", + "dataset_id": "n11", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=2.6449.", + "bindings": { + "measure_col": "2.6449", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=122" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_479395038bf9ab29.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_479395038bf9ab29", + "api_calls": 0, + "input_tokens": 22454, + "cached_input_tokens": 21888, + "output_tokens": 155, + "total_tokens": 22609, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2363, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2502, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12619.05, + "sql_execution_elapsed_ms_total": 51.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_479395038bf9ab29\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479395038bf9ab29/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479395038bf9ab29/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..28a29f68b51a8c944d65895078fd535289be8d48 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479395038bf9ab29/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:13:19.513298+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12619.05, "started_at": "2026-05-04T08:13:06.877038+00:00", "ended_at": "2026-05-04T08:13:19.495734+00:00", "prompt_metrics": {"chars": 7249, "bytes_utf8": 7249, "lines": 226, "estimated_tokens": 2363}, "response_metrics": {"chars": 470, "bytes_utf8": 470, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 22454, "cached_input_tokens": 21888, "output_tokens": 155}, "stderr_preview": "2026-05-04T08:13:07.062298Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:13:09.530554Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "predicate_col": "0.1982", + "predicate_op": ">=", + "predicate_value": 0.28525, + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 221.784256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd3642414c70627b699bae9849d899a293eb9c1a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df206-ef81-7222-a6cd-c2b1f0524396"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"81.8828\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"0.1982\\\" AS REAL) >= 0.28525\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Applied the required Top-k Group Sum with Filter template using group_col=\\\"g\\\", measure_col=\\\"81.8828\\\", predicate_col=\\\"0.1982\\\", predicate_op=\\\">=\\\", predicate_value=0.28525, and top_k=19. Cast numeric TEXT columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22480,"cached_input_tokens":21888,"output_tokens":162}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..422af300bce0b2e528c042c6f4addc81e2af5c1f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"81.8828\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"0.1982\" AS REAL) >= 0.28525\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 19;","notes":"Applied the required Top-k Group Sum with Filter template using group_col=\"g\", measure_col=\"81.8828\", predicate_col=\"0.1982\", predicate_op=\">=\", predicate_value=0.28525, and top_k=19. Cast numeric TEXT columns to REAL for SQLite-compatible numeric aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be8156cd17099d11db57df03e8e32f496509732c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:07:14.115491Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:07:16.739806Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:07:24.786159Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..54ad47ea12e2d6abe283afc55810061077698563 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=81.8828. +Result preview: [{"g": "g", "total_measure": 477286.4625}, {"g": "h", "total_measure": 308767.0285}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2bbe045a368e023bd6fda6b156fef4ac3b0ebaa9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_479b542a3d879209 +-- problem_id: v2p_n11_e9a326cfa2efe01e +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("81.8828" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("0.1982" AS REAL) >= 0.28525 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..896ac1715a38c127898d33a20af6c7f769235af3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"81.8828\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"0.1982\" AS REAL) >= 0.28525\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"81.8828\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"0.1982\\\" AS REAL) >= 0.28525\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 477286.4625}, {\"g\": \"h\", \"total_measure\": 308767.0285}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.02}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dcce874b06c5d548092a29d8dd78623402069acf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:07:13.923642+00:00", + "ended_at": "2026-05-04T08:07:25.627559+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_479b542a3d879209", + "problem_id": "v2p_n11_e9a326cfa2efe01e", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=81.8828.", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "predicate_col": "0.1982", + "predicate_op": ">=", + "predicate_value": 0.28525, + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 221.784256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_479b542a3d879209.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_479b542a3d879209", + "api_calls": 0, + "input_tokens": 22480, + "cached_input_tokens": 21888, + "output_tokens": 162, + "total_tokens": 22642, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2391, + "estimated_output_tokens": 146, + "estimated_total_tokens": 2537, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11666.48, + "sql_execution_elapsed_ms_total": 11.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_479b542a3d879209\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e7fe4ae56229b193e9442f3ad5c7482c7ce98aa5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:07:25.611996+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11666.48, "started_at": "2026-05-04T08:07:13.927361+00:00", "ended_at": "2026-05-04T08:07:25.594188+00:00", "prompt_metrics": {"chars": 7353, "bytes_utf8": 7353, "lines": 232, "estimated_tokens": 2391}, "response_metrics": {"chars": 519, "bytes_utf8": 519, "lines": 1, "estimated_tokens": 146}, "usage": {"input_tokens": 22480, "cached_input_tokens": 21888, "output_tokens": 162}, "stderr_preview": "2026-05-04T08:07:14.115491Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:07:16.739806Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.28525\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Applied the required Top-k Group Sum with Filter template using group_col=\\\"g\\\", measure_col=\\\"81.8828\\\", predicate_col=\\\"0.1982\\\", predicate_op=\\\">=\\\", predicate_value=0.28525, and top_k=19. Cast numeric TEXT columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..218ce51b11ad50a281564153b62232f0ca719628 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_479b542a3d879209/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_479b542a3d879209", + "api_calls": 0, + "input_tokens": 22480, + "cached_input_tokens": 21888, + "output_tokens": 162, + "total_tokens": 22642, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2391, + "estimated_output_tokens": 146, + "estimated_total_tokens": 2537, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11666.48, + "sql_execution_elapsed_ms_total": 11.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_479b542a3d879209\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_49ae8090d115bc9f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_49ae8090d115bc9f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6ccdbb37e14f7d86d678fce5fbcb3fc14573d50 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_49ae8090d115bc9f/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"0.1982": "0.194", "support": 18, "avg_response": 2.6959333333333335}, {"0.1982": "0.1939", "support": 16, "avg_response": 2.713475}, {"0.1982": "0.2", "support": 16, "avg_response": 2.677225}, {"0.1982": "0.2126", "support": 16, "avg_response": 2.6654625}, {"0.1982": "0.2251", "support": 15, "avg_response": 2.6572066666666667}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_49ae8090d115bc9f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_49ae8090d115bc9f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5cd4547ac938f79f9922aef165f8796f91d39324 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_49ae8090d115bc9f/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_49ae8090d115bc9f +-- problem_id: v2p_n11_d2d8dc398d7427c8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.1982", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "0.1982" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_49ae8090d115bc9f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_49ae8090d115bc9f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd86ef5c479dd2c09f1d9782952be2012905f94d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_49ae8090d115bc9f/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_49ae8090d115bc9f\n-- problem_id: v2p_n11_d2d8dc398d7427c8\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"0.1982\",\n COUNT(*) AS support,\n AVG(\"2.6449\") AS avg_response\nFROM \"n11\"\nGROUP BY \"0.1982\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_49ae8090d115bc9f\\n-- problem_id: v2p_n11_d2d8dc398d7427c8\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"0.1982\\\",\\n COUNT(*) AS support,\\n AVG(\\\"2.6449\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"0.1982\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"0.1982\", \"support\", \"avg_response\"], \"rows\": [{\"0.1982\": \"0.194\", \"support\": 18, \"avg_response\": 2.6959333333333335}, {\"0.1982\": \"0.1939\", \"support\": 16, \"avg_response\": 2.713475}, {\"0.1982\": \"0.2\", \"support\": 16, \"avg_response\": 2.677225}, {\"0.1982\": \"0.2126\", \"support\": 16, \"avg_response\": 2.6654625}, {\"0.1982\": \"0.2251\", \"support\": 15, \"avg_response\": 2.6572066666666667}, {\"0.1982\": \"0.217\", \"support\": 15, \"avg_response\": 2.640426666666667}, {\"0.1982\": \"0.0934\", \"support\": 14, \"avg_response\": 3.359328571428571}, {\"0.1982\": \"0.1279\", \"support\": 14, \"avg_response\": 3.2401000000000004}, {\"0.1982\": \"0.1247\", \"support\": 14, \"avg_response\": 3.1338714285714286}, {\"0.1982\": \"0.1208\", \"support\": 14, \"avg_response\": 3.1261785714285715}, {\"0.1982\": \"0.1245\", \"support\": 14, \"avg_response\": 3.0641571428571432}, {\"0.1982\": \"0.1302\", \"support\": 14, \"avg_response\": 3.0289714285714284}, {\"0.1982\": \"0.1504\", \"support\": 14, \"avg_response\": 3.01715}, {\"0.1982\": \"0.1458\", \"support\": 14, \"avg_response\": 2.9960142857142857}, {\"0.1982\": \"0.1568\", \"support\": 14, \"avg_response\": 2.983678571428572}, {\"0.1982\": \"0.169\", \"support\": 14, \"avg_response\": 2.9377142857142857}, {\"0.1982\": \"0.1515\", \"support\": 14, \"avg_response\": 2.8954714285714287}, {\"0.1982\": \"0.1772\", \"support\": 14, \"avg_response\": 2.8713357142857143}, {\"0.1982\": \"0.1581\", \"support\": 14, \"avg_response\": 2.8529142857142857}, {\"0.1982\": \"0.1665\", \"support\": 14, \"avg_response\": 2.7622571428571425}, {\"0.1982\": \"0.1812\", \"support\": 14, \"avg_response\": 2.6857285714285717}, {\"0.1982\": \"0.1033\", \"support\": 13, \"avg_response\": 3.3088307692307692}, {\"0.1982\": \"0.1134\", \"support\": 13, \"avg_response\": 3.2256230769230765}, {\"0.1982\": \"0.1121\", \"support\": 13, \"avg_response\": 3.1487000000000003}, {\"0.1982\": \"0.1394\", \"support\": 13, \"avg_response\": 3.0422461538461536}, {\"0.1982\": \"0.1404\", \"support\": 13, \"avg_response\": 3.0234615384615386}, {\"0.1982\": \"0.1576\", \"support\": 13, \"avg_response\": 2.9485615384615382}, {\"0.1982\": \"0.1427\", \"support\": 13, \"avg_response\": 2.933746153846154}, {\"0.1982\": \"0.1429\", \"support\": 13, \"avg_response\": 2.9054384615384614}, {\"0.1982\": \"0.1578\", \"support\": 13, \"avg_response\": 2.8662076923076922}, {\"0.1982\": \"0.1922\", \"support\": 13, \"avg_response\": 2.7772615384615382}, {\"0.1982\": \"0.25\", \"support\": 13, \"avg_response\": 2.587053846153846}, {\"0.1982\": \"0.0986\", \"support\": 12, \"avg_response\": 3.4141333333333335}, {\"0.1982\": \"0.0987\", \"support\": 12, \"avg_response\": 3.369358333333333}, {\"0.1982\": \"0.0931\", \"support\": 12, \"avg_response\": 3.3541416666666666}, {\"0.1982\": \"0.1038\", \"support\": 12, \"avg_response\": 3.2763416666666667}, {\"0.1982\": \"0.1037\", \"support\": 12, \"avg_response\": 3.2590749999999997}, {\"0.1982\": \"0.1153\", \"support\": 12, \"avg_response\": 3.2334666666666667}, {\"0.1982\": \"0.1064\", \"support\": 12, \"avg_response\": 3.181433333333333}, {\"0.1982\": \"0.1304\", \"support\": 12, \"avg_response\": 3.1112583333333332}, {\"0.1982\": \"0.1206\", \"support\": 12, \"avg_response\": 3.1083666666666665}, {\"0.1982\": \"0.1337\", \"support\": 12, \"avg_response\": 3.104525}, {\"0.1982\": \"0.1405\", \"support\": 12, \"avg_response\": 3.102816666666667}, {\"0.1982\": \"0.1292\", \"support\": 12, \"avg_response\": 3.0940666666666665}, {\"0.1982\": \"0.1412\", \"support\": 12, \"avg_response\": 3.0859583333333336}, {\"0.1982\": \"0.1593\", \"support\": 12, \"avg_response\": 2.9541583333333334}, {\"0.1982\": \"0.1603\", \"support\": 12, \"avg_response\": 2.928141666666667}, {\"0.1982\": \"0.1708\", \"support\": 12, \"avg_response\": 2.902483333333333}, {\"0.1982\": \"0.167\", \"support\": 12, \"avg_response\": 2.901475}, {\"0.1982\": \"0.1537\", \"support\": 12, \"avg_response\": 2.900575}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 19.8}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_49ae8090d115bc9f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_49ae8090d115bc9f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3ae60d1b51a0aead58e048418ced2a73f7d84939 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_49ae8090d115bc9f/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.270535+00:00", + "ended_at": "2026-05-04T08:16:37.294424+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_49ae8090d115bc9f", + "problem_id": "v2p_n11_d2d8dc398d7427c8", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=2.6449, key_col=0.1982.", + "bindings": { + "key_col": "0.1982", + "measure_col": "2.6449", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=15", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 15, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_49ae8090d115bc9f.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_49ae8090d115bc9f/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_49ae8090d115bc9f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_49ae8090d115bc9f/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f73f59303669081c7cbd2165dcfa91af066f5060 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7650, "bytes_utf8": 7650, "lines": 230, "estimated_tokens": 2460}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 651, "bytes_utf8": 651, "lines": 1, "estimated_tokens": 179}, "usage": {"input_tokens": 22551, "cached_input_tokens": 21888, "output_tokens": 217}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..71a40ffc40c4d1fb11932b2ee49fa47365c3516c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_4df44f869c59ad2f", + "api_calls": 0, + "input_tokens": 22551, + "cached_input_tokens": 21888, + "output_tokens": 217, + "total_tokens": 22768, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2460, + "estimated_output_tokens": 179, + "estimated_total_tokens": 2639, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12592.33, + "sql_execution_elapsed_ms_total": 40.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_4df44f869c59ad2f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8625f9d34c30fca85e3b209c998fb0034ba8d00d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:51:35.575997+00:00", + "ended_at": "2026-05-04T07:51:48.168325+00:00", + "elapsed_ms": 12592.33, + "prompt_metrics": { + "chars": 7650, + "bytes_utf8": 7650, + "lines": 230, + "estimated_tokens": 2460 + }, + "stdout_metrics": { + "chars": 981, + "bytes_utf8": 981, + "lines": 4, + "estimated_tokens": 291 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13186 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 651, + "bytes_utf8": 651, + "lines": 1, + "estimated_tokens": 179 + }, + "usage": { + "input_tokens": 22551, + "cached_input_tokens": 21888, + "output_tokens": 217 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4aefe387783b34f7196e3052496e3c5e89b8dc61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=0.1982.", + "planned_template_id": "tpl_m4_median_filtered_numeric", + "bindings": { + "measure_col": "0.1982", + "predicate_col": "g", + "predicate_op": "=", + "predicate_value": "g", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7559bebc8d7731e06658485c66dfedf9e6d88c8f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f8-9e0d-7c73-ad83-77b39efe5670"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"0.1982\\\" AS REAL) AS measure_col,\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"0.1982\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n)\\nSELECT AVG(measure_col) AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the provided Filtered Median Numeric Slice template with measure_col bound to \\\"0.1982\\\" and predicate_col bound to \\\"g\\\" = 'g'. Casted the TEXT measure column to REAL for correct numeric median computation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22551,"cached_input_tokens":21888,"output_tokens":217}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1df017d0e0dc0d391def518fd09555277903566 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"0.1982\" AS REAL) AS measure_col,\n ROW_NUMBER() OVER (ORDER BY CAST(\"0.1982\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n11\"\n WHERE \"g\" = 'g'\n)\nSELECT AVG(measure_col) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;","notes":"Used the provided Filtered Median Numeric Slice template with measure_col bound to \"0.1982\" and predicate_col bound to \"g\" = 'g'. Casted the TEXT measure column to REAL for correct numeric median computation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..08a6c73dbda6433560f7e09c04c1942ea5a92edb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:51:35.734151Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:51:38.209612Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:51:47.253492Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f06b43871d3af65c3af7540e09f2574870eaa70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=0.1982. +Result preview: [{"median_measure": 0.195}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f332f8e90108319019bae3b243939bfee3b4d162 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n11_4df44f869c59ad2f +-- problem_id: v2p_n11_dac29ead66df4f08 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("0.1982" AS REAL) AS measure_col, + ROW_NUMBER() OVER (ORDER BY CAST("0.1982" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n11" + WHERE "g" = 'g' +) +SELECT AVG(measure_col) AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2d5f3ccbc0414ed6654ad539041d05908b41b657 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"0.1982\" AS REAL) AS measure_col,\n ROW_NUMBER() OVER (ORDER BY CAST(\"0.1982\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n11\"\n WHERE \"g\" = 'g'\n)\nSELECT AVG(measure_col) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", "result": "{\"query\": \"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"0.1982\\\" AS REAL) AS measure_col,\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"0.1982\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n)\\nSELECT AVG(measure_col) AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\", \"columns\": [\"median_measure\"], \"rows\": [{\"median_measure\": 0.195}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 40.67}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f53e2d06362db50634fb7b3dff4a1c029b40d35b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:51:35.570986+00:00", + "ended_at": "2026-05-04T07:51:48.233912+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_4df44f869c59ad2f", + "problem_id": "v2p_n11_dac29ead66df4f08", + "dataset_id": "n11", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=0.1982.", + "bindings": { + "measure_col": "0.1982", + "predicate_col": "g", + "predicate_op": "=", + "predicate_value": "g", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_4df44f869c59ad2f.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_4df44f869c59ad2f", + "api_calls": 0, + "input_tokens": 22551, + "cached_input_tokens": 21888, + "output_tokens": 217, + "total_tokens": 22768, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2460, + "estimated_output_tokens": 179, + "estimated_total_tokens": 2639, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12592.33, + "sql_execution_elapsed_ms_total": 40.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_4df44f869c59ad2f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a10fb62e51836bfdc9b85a4c721f29f4eeb9279e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4df44f869c59ad2f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:51:48.185855+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12592.33, "started_at": "2026-05-04T07:51:35.575997+00:00", "ended_at": "2026-05-04T07:51:48.168325+00:00", "prompt_metrics": {"chars": 7650, "bytes_utf8": 7650, "lines": 230, "estimated_tokens": 2460}, "response_metrics": {"chars": 651, "bytes_utf8": 651, "lines": 1, "estimated_tokens": 179}, "usage": {"input_tokens": 22551, "cached_input_tokens": 21888, "output_tokens": 217}, "stderr_preview": "2026-05-04T07:51:35.734151Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:51:38.209612Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "predicate_col": "81.8828", + "predicate_op": ">=", + "predicate_value": 240.56455, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5f8d5ea24221b65d78f93e243c0505d67538fc3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df203-4842-7101-8882-20983f25500b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"81.8828\\\" AS REAL) >= 240.56455\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the planned template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"-8.2027\\\", predicate_col=\\\"81.8828\\\", predicate_op=\\\">=\\\", predicate_value=240.56455, top_k=12. Applied CAST(... AS REAL) because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22481,"cached_input_tokens":21888,"output_tokens":203}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8705be25a1f5f8370d45ee390f29a50832cf4d8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"-8.2027\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"81.8828\" AS REAL) >= 240.56455\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Used the planned template with fixed bindings: group_col=\"g\", measure_col=\"-8.2027\", predicate_col=\"81.8828\", predicate_op=\">=\", predicate_value=240.56455, top_k=12. Applied CAST(... AS REAL) because the schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66ba83db94eed7263dabe6f62807f86d1b9780a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:03:14.705015Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:03:17.603291Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:03:29.655629Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..99ada2d79a8a70ad6363b91fa55d9925876253f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027. +Result preview: [{"g": "g", "total_measure": 861.7669}, {"g": "h", "total_measure": 739.4762}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6fca9e0b59813436cbaaae49161c53f3d419baee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_4e32c035b39ea62b +-- problem_id: v2p_n11_7c5c074e4d357691 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("-8.2027" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("81.8828" AS REAL) >= 240.56455 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86a10742cd15dd8aee4d2d15e0a955eb932b0811 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"-8.2027\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"81.8828\" AS REAL) >= 240.56455\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"81.8828\\\" AS REAL) >= 240.56455\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 861.7669}, {\"g\": \"h\", \"total_measure\": 739.4762}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f50add9405d8e5eb36ac517e3557b92e2eda620f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:03:14.487092+00:00", + "ended_at": "2026-05-04T08:03:30.372959+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_4e32c035b39ea62b", + "problem_id": "v2p_n11_7c5c074e4d357691", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "predicate_col": "81.8828", + "predicate_op": ">=", + "predicate_value": 240.56455, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_4e32c035b39ea62b.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_4e32c035b39ea62b", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 203, + "total_tokens": 22684, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 146, + "estimated_total_tokens": 2538, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15837.9, + "sql_execution_elapsed_ms_total": 11.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_4e32c035b39ea62b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02951d66ed7a5e2c5aeae614bfa7b50630d724df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:03:30.352875+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15837.9, "started_at": "2026-05-04T08:03:14.496494+00:00", "ended_at": "2026-05-04T08:03:30.334352+00:00", "prompt_metrics": {"chars": 7353, "bytes_utf8": 7353, "lines": 232, "estimated_tokens": 2392}, "response_metrics": {"chars": 497, "bytes_utf8": 497, "lines": 1, "estimated_tokens": 146}, "usage": {"input_tokens": 22481, "cached_input_tokens": 21888, "output_tokens": 203}, "stderr_preview": "2026-05-04T08:03:14.705015Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:03:17.603291Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 240.56455\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the planned template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"-8.2027\\\", predicate_col=\\\"81.8828\\\", predicate_op=\\\">=\\\", predicate_value=240.56455, top_k=12. Applied CAST(... AS REAL) because the schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5da7d1538da964682d5ec38f4129ff679baa7cd6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_4e32c035b39ea62b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_4e32c035b39ea62b", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 203, + "total_tokens": 22684, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 146, + "estimated_total_tokens": 2538, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15837.9, + "sql_execution_elapsed_ms_total": 11.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_4e32c035b39ea62b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_510a8e30664c2029/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_510a8e30664c2029/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9c2708ca6b0e8a9f9de9b2756e77e520efd0873 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_510a8e30664c2029/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"0.1982": "0.194", "support": 18, "avg_response": 43.957438888888895}, {"0.1982": "0.1939", "support": 16, "avg_response": 53.64070625}, {"0.1982": "0.2", "support": 16, "avg_response": 43.738075}, {"0.1982": "0.2126", "support": 16, "avg_response": 32.29499375}, {"0.1982": "0.2251", "support": 15, "avg_response": 44.64872666666667}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_510a8e30664c2029/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_510a8e30664c2029/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f5758af40acccd77fe72f489584e1c57175f94fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_510a8e30664c2029/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_510a8e30664c2029 +-- problem_id: v2p_n11_7cc9f3a4c8181206 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.1982", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "0.1982" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_510a8e30664c2029/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_510a8e30664c2029/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ca9a4db05692463d18d1658cc8988ee31378c60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_510a8e30664c2029/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_510a8e30664c2029\n-- problem_id: v2p_n11_7cc9f3a4c8181206\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"0.1982\",\n COUNT(*) AS support,\n AVG(\"28.7967\") AS avg_response\nFROM \"n11\"\nGROUP BY \"0.1982\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_510a8e30664c2029\\n-- problem_id: v2p_n11_7cc9f3a4c8181206\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"0.1982\\\",\\n COUNT(*) AS support,\\n AVG(\\\"28.7967\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"0.1982\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"0.1982\", \"support\", \"avg_response\"], \"rows\": [{\"0.1982\": \"0.194\", \"support\": 18, \"avg_response\": 43.957438888888895}, {\"0.1982\": \"0.1939\", \"support\": 16, \"avg_response\": 53.64070625}, {\"0.1982\": \"0.2\", \"support\": 16, \"avg_response\": 43.738075}, {\"0.1982\": \"0.2126\", \"support\": 16, \"avg_response\": 32.29499375}, {\"0.1982\": \"0.2251\", \"support\": 15, \"avg_response\": 44.64872666666667}, {\"0.1982\": \"0.217\", \"support\": 15, \"avg_response\": 38.382733333333334}, {\"0.1982\": \"0.169\", \"support\": 14, \"avg_response\": 94.1807357142857}, {\"0.1982\": \"0.1279\", \"support\": 14, \"avg_response\": 79.62082857142856}, {\"0.1982\": \"0.1302\", \"support\": 14, \"avg_response\": 77.41425714285715}, {\"0.1982\": \"0.0934\", \"support\": 14, \"avg_response\": 76.45781428571429}, {\"0.1982\": \"0.1458\", \"support\": 14, \"avg_response\": 74.09357142857142}, {\"0.1982\": \"0.1208\", \"support\": 14, \"avg_response\": 72.58167857142857}, {\"0.1982\": \"0.1245\", \"support\": 14, \"avg_response\": 69.55346428571428}, {\"0.1982\": \"0.1504\", \"support\": 14, \"avg_response\": 66.84429285714285}, {\"0.1982\": \"0.1247\", \"support\": 14, \"avg_response\": 64.83754285714285}, {\"0.1982\": \"0.1568\", \"support\": 14, \"avg_response\": 59.73997857142857}, {\"0.1982\": \"0.1665\", \"support\": 14, \"avg_response\": 56.44932857142857}, {\"0.1982\": \"0.1812\", \"support\": 14, \"avg_response\": 51.146385714285714}, {\"0.1982\": \"0.1772\", \"support\": 14, \"avg_response\": 50.093228571428575}, {\"0.1982\": \"0.1515\", \"support\": 14, \"avg_response\": 49.817485714285716}, {\"0.1982\": \"0.1581\", \"support\": 14, \"avg_response\": 48.17647857142857}, {\"0.1982\": \"0.1134\", \"support\": 13, \"avg_response\": 82.31993846153847}, {\"0.1982\": \"0.1033\", \"support\": 13, \"avg_response\": 78.75260769230769}, {\"0.1982\": \"0.1121\", \"support\": 13, \"avg_response\": 72.05336153846154}, {\"0.1982\": \"0.1427\", \"support\": 13, \"avg_response\": 67.98605384615385}, {\"0.1982\": \"0.1578\", \"support\": 13, \"avg_response\": 60.72507692307693}, {\"0.1982\": \"0.1404\", \"support\": 13, \"avg_response\": 56.72139230769231}, {\"0.1982\": \"0.1576\", \"support\": 13, \"avg_response\": 55.593907692307695}, {\"0.1982\": \"0.1394\", \"support\": 13, \"avg_response\": 51.3609076923077}, {\"0.1982\": \"0.1429\", \"support\": 13, \"avg_response\": 47.47032307692307}, {\"0.1982\": \"0.1922\", \"support\": 13, \"avg_response\": 47.18357692307692}, {\"0.1982\": \"0.25\", \"support\": 13, \"avg_response\": 27.97213846153846}, {\"0.1982\": \"0.1064\", \"support\": 12, \"avg_response\": 85.73356666666666}, {\"0.1982\": \"0.1037\", \"support\": 12, \"avg_response\": 81.63821666666666}, {\"0.1982\": \"0.0931\", \"support\": 12, \"avg_response\": 80.175025}, {\"0.1982\": \"0.1304\", \"support\": 12, \"avg_response\": 78.5406}, {\"0.1982\": \"0.0986\", \"support\": 12, \"avg_response\": 77.343675}, {\"0.1982\": \"0.1337\", \"support\": 12, \"avg_response\": 73.122675}, {\"0.1982\": \"0.1206\", \"support\": 12, \"avg_response\": 72.42529166666667}, {\"0.1982\": \"0.0987\", \"support\": 12, \"avg_response\": 70.69989166666666}, {\"0.1982\": \"0.1603\", \"support\": 12, \"avg_response\": 69.61889166666667}, {\"0.1982\": \"0.1038\", \"support\": 12, \"avg_response\": 69.00594166666666}, {\"0.1982\": \"0.1153\", \"support\": 12, \"avg_response\": 68.77254166666667}, {\"0.1982\": \"0.1898\", \"support\": 12, \"avg_response\": 67.99460833333333}, {\"0.1982\": \"0.1412\", \"support\": 12, \"avg_response\": 66.205775}, {\"0.1982\": \"0.1708\", \"support\": 12, \"avg_response\": 63.801566666666666}, {\"0.1982\": \"0.1292\", \"support\": 12, \"avg_response\": 63.58295833333333}, {\"0.1982\": \"0.1593\", \"support\": 12, \"avg_response\": 63.41340833333334}, {\"0.1982\": \"0.1479\", \"support\": 12, \"avg_response\": 62.204275}, {\"0.1982\": \"0.1405\", \"support\": 12, \"avg_response\": 58.73806666666667}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 20.07}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_510a8e30664c2029/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_510a8e30664c2029/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ef5948cdeb516174d7b84e2bc7ea08bf477e3b03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_510a8e30664c2029/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.218728+00:00", + "ended_at": "2026-05-04T08:16:37.241895+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_510a8e30664c2029", + "problem_id": "v2p_n11_7cc9f3a4c8181206", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=28.7967, key_col=0.1982.", + "bindings": { + "key_col": "0.1982", + "measure_col": "28.7967", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=13", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 13, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_510a8e30664c2029.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_510a8e30664c2029/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_510a8e30664c2029/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_510a8e30664c2029/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7978263dbe792195f67d3ac2bc11342c446ace23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7306, "bytes_utf8": 7306, "lines": 231, "estimated_tokens": 2362}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 349, "bytes_utf8": 349, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 22453, "cached_input_tokens": 19840, "output_tokens": 185}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bc2842be37c8f01e764e3c7b25f4e5f87ad9230f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_52f3a8b3c8334e78", + "api_calls": 0, + "input_tokens": 22453, + "cached_input_tokens": 19840, + "output_tokens": 185, + "total_tokens": 22638, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2362, + "estimated_output_tokens": 95, + "estimated_total_tokens": 2457, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12888.61, + "sql_execution_elapsed_ms_total": 10.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_52f3a8b3c8334e78\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..687c2daf7063c5ecd58c88ef9d3d3a1f9fb56c8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:38:03.148673+00:00", + "ended_at": "2026-05-04T07:38:16.037258+00:00", + "elapsed_ms": 12888.61, + "prompt_metrics": { + "chars": 7306, + "bytes_utf8": 7306, + "lines": 231, + "estimated_tokens": 2362 + }, + "stdout_metrics": { + "chars": 674, + "bytes_utf8": 674, + "lines": 4, + "estimated_tokens": 199 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13219 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 349, + "bytes_utf8": 349, + "lines": 1, + "estimated_tokens": 95 + }, + "usage": { + "input_tokens": 22453, + "cached_input_tokens": 19840, + "output_tokens": 185 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4414d1439cfe566c90c8ba9ac7f332ec43b1c3cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2370e7bbe95c2469740c5fdb4d793221cce8e433 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ec-3896-7112-a8d9-18680843226b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", using 'g' as the fixed condition value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22453,"cached_input_tokens":19840,"output_tokens":185}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a8c781478a1d9b553bf4ba3f81f1720942db551 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\", using 'g' as the fixed condition value."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1af6842166dfb2a598b084d60949722c6454e9ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:38:03.359614Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:38:05.780644Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:38:14.172655Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..48ebef7629c03ac53e6437b3a95238bba207d0e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "g", "condition_rate": 1.0}, {"g": "h", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b6502bb115a69faee6c04233c73c64e4b8bd1d3c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_52f3a8b3c8334e78 +-- problem_id: v2p_n11_dc8570636e47c267 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..74f6499e905ba7ffcd194d38acf8a1eb0b97beaf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"g\", \"condition_rate\": 1.0}, {\"g\": \"h\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.7}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..038e57f7a26331f819715142887b1fb4698c1ad1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:38:03.142265+00:00", + "ended_at": "2026-05-04T07:38:16.074248+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_52f3a8b3c8334e78", + "problem_id": "v2p_n11_dc8570636e47c267", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=0" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_52f3a8b3c8334e78.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_52f3a8b3c8334e78", + "api_calls": 0, + "input_tokens": 22453, + "cached_input_tokens": 19840, + "output_tokens": 185, + "total_tokens": 22638, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2362, + "estimated_output_tokens": 95, + "estimated_total_tokens": 2457, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12888.61, + "sql_execution_elapsed_ms_total": 10.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_52f3a8b3c8334e78\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a407d7cd0f4360f23dbc82d013e4813cd7067833 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:38:16.055215+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12888.61, "started_at": "2026-05-04T07:38:03.148673+00:00", "ended_at": "2026-05-04T07:38:16.037258+00:00", "prompt_metrics": {"chars": 7306, "bytes_utf8": 7306, "lines": 231, "estimated_tokens": 2362}, "response_metrics": {"chars": 349, "bytes_utf8": 349, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 22453, "cached_input_tokens": 19840, "output_tokens": 185}, "stderr_preview": "2026-05-04T07:38:03.359614Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:38:05.780644Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3e2ac346b96c0c7323fd745621ebcafb361dc20 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f0-f895-74e2-8862-b5afb0fd1e27"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"27.7004\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Window Partition Average template with group_col bound to \\\"g\\\" and measure_col bound to \\\"27.7004\\\". Cast \\\"27.7004\\\" from TEXT to REAL so AVG is computed numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22409,"cached_input_tokens":21888,"output_tokens":147}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8181fe221f1d6f961b91975560937aa2150e031f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"27.7004\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Window Partition Average template with group_col bound to \"g\" and measure_col bound to \"27.7004\". Cast \"27.7004\" from TEXT to REAL so AVG is computed numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c1cc714d4a95129e3897909fa3d9169b49e5784 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:43:14.654066Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:43:17.309256Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:43:26.022895Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_530ce603899c22aa/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_530ce603899c22aa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..97c71eadd3581928c4e05d2efc4c656369a5674e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_530ce603899c22aa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004. +Result preview: [{"g": "g", "avg_measure": 3.2346691265915175}, {"g": "h", "avg_measure": -18.287110989832538}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_530ce603899c22aa/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_530ce603899c22aa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac5a1d7184cd3349f08f8b9416c66498792f5615 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_530ce603899c22aa/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_530ce603899c22aa +-- problem_id: v2p_n11_7a575b48178cbb0a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("27.7004" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_530ce603899c22aa/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_530ce603899c22aa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d5146d4ead6e5eef72a7eba99b03f6c28d803c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_530ce603899c22aa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"27.7004\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"27.7004\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 3.2346691265915175}, {\"g\": \"h\", \"avg_measure\": -18.287110989832538}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 65.53}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_530ce603899c22aa/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_530ce603899c22aa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..984df7bf5572e9334919e2cf45dd0457b2697744 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_530ce603899c22aa/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:43:13.317718+00:00", + "ended_at": "2026-05-04T07:43:27.042895+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_530ce603899c22aa", + "problem_id": "v2p_n11_7a575b48178cbb0a", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_530ce603899c22aa.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_530ce603899c22aa", + "api_calls": 0, + "input_tokens": 22409, + "cached_input_tokens": 21888, + "output_tokens": 147, + "total_tokens": 22556, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2318, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2426, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12467.6, + "sql_execution_elapsed_ms_total": 65.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_530ce603899c22aa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_530ce603899c22aa/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_530ce603899c22aa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a57be6ea6f87f99a0c38b54b294805cbc2991c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_530ce603899c22aa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:43:26.818012+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12467.6, "started_at": "2026-05-04T07:43:14.326851+00:00", "ended_at": "2026-05-04T07:43:26.784032+00:00", "prompt_metrics": {"chars": 7155, "bytes_utf8": 7155, "lines": 228, "estimated_tokens": 2318}, "response_metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22409, "cached_input_tokens": 21888, "output_tokens": 147}, "stderr_preview": "2026-05-04T07:43:14.654066Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:43:17.309256Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..245edc332d5221408b6f7654f1e9ed5ceb0e6259 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ee-6c25-7301-bdd6-5b6cb54434f4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", using condition_value='g' as bound.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22453,"cached_input_tokens":19840,"output_tokens":110}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6d597aba5e5d9b50e03ea1a9857b608ef12a361 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\", using condition_value='g' as bound."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee85b503fa30cceb67831a1d5f58f4db628b1f7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:40:27.654679Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:40:29.916330Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:40:37.501384Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_55e02af1474298a2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_55e02af1474298a2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..48ebef7629c03ac53e6437b3a95238bba207d0e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_55e02af1474298a2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "g", "condition_rate": 1.0}, {"g": "h", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_55e02af1474298a2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_55e02af1474298a2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5dcc9a46988d2e6e8bdf620e13938cf964cda2a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_55e02af1474298a2/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_55e02af1474298a2 +-- problem_id: v2p_n11_57c45b17fe6a2d18 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_55e02af1474298a2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_55e02af1474298a2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..725356111db0ec00932ab90c209a16fd9b7cb0b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_55e02af1474298a2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"g\", \"condition_rate\": 1.0}, {\"g\": \"h\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.48}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_55e02af1474298a2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_55e02af1474298a2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..909eb17f98512e19715716980f7d9a9c56ee985d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_55e02af1474298a2/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:40:27.341196+00:00", + "ended_at": "2026-05-04T07:40:38.516177+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_55e02af1474298a2", + "problem_id": "v2p_n11_57c45b17fe6a2d18", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=6" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_55e02af1474298a2.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_55e02af1474298a2", + "api_calls": 0, + "input_tokens": 22453, + "cached_input_tokens": 19840, + "output_tokens": 110, + "total_tokens": 22563, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2362, + "estimated_output_tokens": 94, + "estimated_total_tokens": 2456, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11134.67, + "sql_execution_elapsed_ms_total": 10.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_55e02af1474298a2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_55e02af1474298a2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_55e02af1474298a2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..72647a1dcf7507a3570ac31b1342bd91cca99917 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_55e02af1474298a2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:40:38.500061+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11134.67, "started_at": "2026-05-04T07:40:27.346532+00:00", "ended_at": "2026-05-04T07:40:38.479666+00:00", "prompt_metrics": {"chars": 7305, "bytes_utf8": 7305, "lines": 231, "estimated_tokens": 2362}, "response_metrics": {"chars": 345, "bytes_utf8": 345, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 22453, "cached_input_tokens": 19840, "output_tokens": 110}, "stderr_preview": "2026-05-04T07:40:27.654679Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:40:29.916330Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=2.6449.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "2.6449", + "band_col": "2.6449", + "band_cut_1": 2.5599, + "band_cut_2": 2.9462, + "lower_bound": 2.5599, + "upper_bound": 2.9462, + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_581923cdfb8a948e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_581923cdfb8a948e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..11643579531f5561ecdb6055e36411b10aab7ee3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_581923cdfb8a948e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f5-ec00-7a62-8f90-988eb839ab31"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"2.6449\\\" AS REAL) < 2.5599 THEN 'low'\\n WHEN CAST(\\\"2.6449\\\" AS REAL) < 2.9462 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"2.6449\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the planned template exactly, using \\\"2.6449\\\" as both the band and measure column. CAST to REAL is used because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22544,"cached_input_tokens":19840,"output_tokens":170}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_581923cdfb8a948e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_581923cdfb8a948e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cef5b0aade3a59d478a7d5e0b8feee4872e11337 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_581923cdfb8a948e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"2.6449\" AS REAL) < 2.5599 THEN 'low'\n WHEN CAST(\"2.6449\" AS REAL) < 2.9462 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"2.6449\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Applied the planned template exactly, using \"2.6449\" as both the band and measure column. CAST to REAL is used because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_581923cdfb8a948e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_581923cdfb8a948e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ecaa0fec8d6087685be1eebc7df64b675296557 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_581923cdfb8a948e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:48:39.127782Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:48:41.732034Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:48:50.321881Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_581923cdfb8a948e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_581923cdfb8a948e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f66c29fe6b393d5063982696187f3d5f801438f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_581923cdfb8a948e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=2.6449. +Result preview: [{"band_bucket": "high", "avg_measure": 3.3601222531293464}, {"band_bucket": "mid", "avg_measure": 2.7407312450183325}, {"band_bucket": "low", "avg_measure": 2.3574851792828686}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_581923cdfb8a948e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_581923cdfb8a948e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..32808b3fe8aab946dec81e60a589285feb3fa555 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_581923cdfb8a948e/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n11_581923cdfb8a948e +-- problem_id: v2p_n11_55faa54bd3014233 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("2.6449" AS REAL) < 2.5599 THEN 'low' + WHEN CAST("2.6449" AS REAL) < 2.9462 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("2.6449" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_581923cdfb8a948e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_581923cdfb8a948e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0254c38947a2861a81c8adb329addc6e1e5ed5bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_581923cdfb8a948e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"2.6449\" AS REAL) < 2.5599 THEN 'low'\n WHEN CAST(\"2.6449\" AS REAL) < 2.9462 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"2.6449\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"2.6449\\\" AS REAL) < 2.5599 THEN 'low'\\n WHEN CAST(\\\"2.6449\\\" AS REAL) < 2.9462 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"2.6449\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 3.3601222531293464}, {\"band_bucket\": \"mid\", \"avg_measure\": 2.7407312450183325}, {\"band_bucket\": \"low\", \"avg_measure\": 2.3574851792828686}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 43.51}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_581923cdfb8a948e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_581923cdfb8a948e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d0b1d398e5aa9a17620d97c63fcf3d1893a75918 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_581923cdfb8a948e/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:48:38.905335+00:00", + "ended_at": "2026-05-04T07:48:51.029521+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_581923cdfb8a948e", + "problem_id": "v2p_n11_55faa54bd3014233", + "dataset_id": "n11", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=2.6449.", + "bindings": { + "measure_col": "2.6449", + "band_col": "2.6449", + "band_cut_1": 2.5599, + "band_cut_2": 2.9462, + "lower_bound": 2.5599, + "upper_bound": 2.9462, + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_581923cdfb8a948e.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_581923cdfb8a948e", + "api_calls": 0, + "input_tokens": 22544, + "cached_input_tokens": 19840, + "output_tokens": 170, + "total_tokens": 22714, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2453, + "estimated_output_tokens": 154, + "estimated_total_tokens": 2607, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11998.14, + "sql_execution_elapsed_ms_total": 43.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_581923cdfb8a948e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_581923cdfb8a948e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_581923cdfb8a948e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1407ceb73a9b05fd8080e8fe10a725686c5c7d72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_581923cdfb8a948e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:48:50.948808+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11998.14, "started_at": "2026-05-04T07:48:38.913352+00:00", "ended_at": "2026-05-04T07:48:50.910340+00:00", "prompt_metrics": {"chars": 7529, "bytes_utf8": 7529, "lines": 232, "estimated_tokens": 2453}, "response_metrics": {"chars": 554, "bytes_utf8": 554, "lines": 1, "estimated_tokens": 154}, "usage": {"input_tokens": 22544, "cached_input_tokens": 19840, "output_tokens": 170}, "stderr_preview": "2026-05-04T07:48:39.127782Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:48:41.732034Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_590e71fa300e50ac/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_590e71fa300e50ac/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8df0be8715ffe2d71f9471e539cab5e8f82eebf6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_590e71fa300e50ac/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ec-ce57-7e61-ae8a-e2db69ab70ed"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", measuring the within-group proportion of rows where \\\"g\\\" = 'h' for each target class.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22453,"cached_input_tokens":19840,"output_tokens":179}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_590e71fa300e50ac/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_590e71fa300e50ac/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..987245ad448669b72ec6045e55c140da9767777e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_590e71fa300e50ac/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\", measuring the within-group proportion of rows where \"g\" = 'h' for each target class."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_590e71fa300e50ac/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_590e71fa300e50ac/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..997f4aae5e7c2f948d926cd0c22f25c2a095ab22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_590e71fa300e50ac/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:38:41.678847Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:38:44.340582Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:38:53.341239Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_590e71fa300e50ac/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_590e71fa300e50ac/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1459a01712e46eba9eb6fc93a3c5e37bc2e86c26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_590e71fa300e50ac/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_rate": 1.0}, {"g": "g", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_590e71fa300e50ac/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_590e71fa300e50ac/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..120ee4dd79067fa9a2ac0fe1a6a107e4a6ffbdc9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_590e71fa300e50ac/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_590e71fa300e50ac +-- problem_id: v2p_n11_2b39d1441ae2df76 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_590e71fa300e50ac/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_590e71fa300e50ac/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..72e659722bcc7b9eb0ea6f7474d1f47ac4567e5a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_590e71fa300e50ac/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"h\", \"condition_rate\": 1.0}, {\"g\": \"g\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.39}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_590e71fa300e50ac/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_590e71fa300e50ac/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..101c6aecfb2a8091ad1e92f4e36d314cb6484b7d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_590e71fa300e50ac/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:38:41.450667+00:00", + "ended_at": "2026-05-04T07:38:54.385310+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_590e71fa300e50ac", + "problem_id": "v2p_n11_2b39d1441ae2df76", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=1" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_590e71fa300e50ac.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_590e71fa300e50ac", + "api_calls": 0, + "input_tokens": 22453, + "cached_input_tokens": 19840, + "output_tokens": 179, + "total_tokens": 22632, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2362, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2467, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12884.43, + "sql_execution_elapsed_ms_total": 10.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_590e71fa300e50ac\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_590e71fa300e50ac/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_590e71fa300e50ac/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0aab9ac477f8d2c50d9c7c0c5d5cdf48fc84aab0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_590e71fa300e50ac/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:38:54.366212+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12884.43, "started_at": "2026-05-04T07:38:41.456398+00:00", "ended_at": "2026-05-04T07:38:54.341082+00:00", "prompt_metrics": {"chars": 7299, "bytes_utf8": 7299, "lines": 231, "estimated_tokens": 2362}, "response_metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22453, "cached_input_tokens": 19840, "output_tokens": 179}, "stderr_preview": "2026-05-04T07:38:41.678847Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:38:44.340582Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=40.092.", + "planned_template_id": "tpl_m4_median_filtered_numeric", + "bindings": { + "measure_col": "40.092", + "predicate_col": "0.1982", + "predicate_op": ">=", + "predicate_value": 0.28525, + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d1e6b1e27d144518189c50332dce220e8b16bb0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f6-9fa8-73f2-be8f-76f3bf722929"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"40.092\\\" AS REAL) AS measure_value,\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"40.092\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n11\\\"\\n WHERE CAST(\\\"0.1982\\\" AS REAL) >= 0.28525\\n)\\nSELECT AVG(measure_value) AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the requested template with measure_col bound to \\\"40.092\\\" and predicate_col bound to \\\"0.1982\\\". Casted TEXT columns to REAL to ensure correct numeric filtering, ordering, and median calculation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22556,"cached_input_tokens":21888,"output_tokens":256}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e46a44e2bf8a9ba57f098b0e4ecec475797db72a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"40.092\" AS REAL) AS measure_value,\n ROW_NUMBER() OVER (ORDER BY CAST(\"40.092\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n11\"\n WHERE CAST(\"0.1982\" AS REAL) >= 0.28525\n)\nSELECT AVG(measure_value) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;","notes":"Used the requested template with measure_col bound to \"40.092\" and predicate_col bound to \"0.1982\". Casted TEXT columns to REAL to ensure correct numeric filtering, ordering, and median calculation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39be4a5fe90ccecccff5ab29f23e96fc55b83995 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:49:25.140222Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:49:27.713409Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:49:40.073198Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..45ccec94974455d567a3644203a5e09fa0ca5b11 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=40.092. +Result preview: [{"median_measure": 34.0559}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bbd2524c4321d9507e4699243d319a4d056e48da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n11_5a82747b79ad20f3 +-- problem_id: v2p_n11_afa89507a2d109b5 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("40.092" AS REAL) AS measure_value, + ROW_NUMBER() OVER (ORDER BY CAST("40.092" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n11" + WHERE CAST("0.1982" AS REAL) >= 0.28525 +) +SELECT AVG(measure_value) AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d8f709587244949258ed019c39ffc9255f173ab0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"40.092\" AS REAL) AS measure_value,\n ROW_NUMBER() OVER (ORDER BY CAST(\"40.092\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n11\"\n WHERE CAST(\"0.1982\" AS REAL) >= 0.28525\n)\nSELECT AVG(measure_value) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", "result": "{\"query\": \"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"40.092\\\" AS REAL) AS measure_value,\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"40.092\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n11\\\"\\n WHERE CAST(\\\"0.1982\\\" AS REAL) >= 0.28525\\n)\\nSELECT AVG(measure_value) AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\", \"columns\": [\"median_measure\"], \"rows\": [{\"median_measure\": 34.0559}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.17}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7a73d25021f61668b8ee71cd892337bef6c3b26b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:49:21.332962+00:00", + "ended_at": "2026-05-04T07:49:42.854546+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_5a82747b79ad20f3", + "problem_id": "v2p_n11_afa89507a2d109b5", + "dataset_id": "n11", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=40.092.", + "bindings": { + "measure_col": "40.092", + "predicate_col": "0.1982", + "predicate_op": ">=", + "predicate_value": 0.28525, + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_5a82747b79ad20f3.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5a82747b79ad20f3", + "api_calls": 0, + "input_tokens": 22556, + "cached_input_tokens": 21888, + "output_tokens": 256, + "total_tokens": 22812, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2465, + "estimated_output_tokens": 184, + "estimated_total_tokens": 2649, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21469.64, + "sql_execution_elapsed_ms_total": 21.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_5a82747b79ad20f3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..662c4b226aa8d78d5ab1aaef922458e669e6cd61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:49:42.824909+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21469.64, "started_at": "2026-05-04T07:49:21.337277+00:00", "ended_at": "2026-05-04T07:49:42.807014+00:00", "prompt_metrics": {"chars": 7660, "bytes_utf8": 7660, "lines": 230, "estimated_tokens": 2465}, "response_metrics": {"chars": 669, "bytes_utf8": 669, "lines": 1, "estimated_tokens": 184}, "usage": {"input_tokens": 22556, "cached_input_tokens": 21888, "output_tokens": 256}, "stderr_preview": "2026-05-04T07:49:25.140222Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:49:27.713409Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.28525\\n)\\nSELECT AVG(measure_value) AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the requested template with measure_col bound to \\\"40.092\\\" and predicate_col bound to \\\"0.1982\\\". Casted TEXT columns to REAL to ensure correct numeric filtering, ordering, and median calculation in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..693fe97de121cea293d09ceed24c23f401a4b1e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5a82747b79ad20f3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5a82747b79ad20f3", + "api_calls": 0, + "input_tokens": 22556, + "cached_input_tokens": 21888, + "output_tokens": 256, + "total_tokens": 22812, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2465, + "estimated_output_tokens": 184, + "estimated_total_tokens": 2649, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21469.64, + "sql_execution_elapsed_ms_total": 21.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_5a82747b79ad20f3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a8772b16a510c5cc45d82f4f4cb814b5925ceb19 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7551, "bytes_utf8": 7551, "lines": 233, "estimated_tokens": 2417}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1210, "bytes_utf8": 1210, "lines": 1, "estimated_tokens": 368}, "usage": {"input_tokens": 22508, "cached_input_tokens": 2432, "output_tokens": 472}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 8595, "bytes_utf8": 8595, "lines": 237, "estimated_tokens": 2749}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 1314, "bytes_utf8": 1314, "lines": 1, "estimated_tokens": 404}, "usage": {"input_tokens": 22840, "cached_input_tokens": 19840, "output_tokens": 537}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..430d7926e4f1392d98008d98ed77127cca12d32b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5baf904ce10d55ca", + "api_calls": 0, + "input_tokens": 45348, + "cached_input_tokens": 22272, + "output_tokens": 1009, + "total_tokens": 46357, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5166, + "estimated_output_tokens": 772, + "estimated_total_tokens": 5938, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 37676.64, + "sql_execution_elapsed_ms_total": 58.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_5baf904ce10d55ca\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..49408f5314db46155171e6c3d9e3a34ce67d485a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:53:18.611156+00:00", + "ended_at": "2026-05-04T07:53:36.879153+00:00", + "elapsed_ms": 18267.88, + "prompt_metrics": { + "chars": 7551, + "bytes_utf8": 7551, + "lines": 233, + "estimated_tokens": 2417 + }, + "stdout_metrics": { + "chars": 1697, + "bytes_utf8": 1697, + "lines": 4, + "estimated_tokens": 568 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13236 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1210, + "bytes_utf8": 1210, + "lines": 1, + "estimated_tokens": 368 + }, + "usage": { + "input_tokens": 22508, + "cached_input_tokens": 2432, + "output_tokens": 472 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..29c1a698c2ac03f44d65ab8318647ed4ddc5121f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:53:36.913910+00:00", + "ended_at": "2026-05-04T07:53:56.322595+00:00", + "elapsed_ms": 19408.76, + "prompt_metrics": { + "chars": 8595, + "bytes_utf8": 8595, + "lines": 237, + "estimated_tokens": 2749 + }, + "stdout_metrics": { + "chars": 1840, + "bytes_utf8": 1840, + "lines": 4, + "estimated_tokens": 629 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13203 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1314, + "bytes_utf8": 1314, + "lines": 1, + "estimated_tokens": 404 + }, + "usage": { + "input_tokens": 22840, + "cached_input_tokens": 19840, + "output_tokens": 537 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e03f594f912a67cd1a21e50dd2b4d2069c61b3b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,233 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9021d13fc195ca35ddd8bfe99d159e5955752af3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,237 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\",\n CAST(\"16.0021\" AS REAL) AS \"measure\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"16.0021\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"g\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"g\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"filtered\"\n), \"picked\" AS (\n SELECT\n \"g\",\n \"measure\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"g\",\n MAX(CASE WHEN \"rn\" = \"target_rn\" THEN \"measure\" END) AS \"conditional_percentile\"\nFROM \"picked\"\nGROUP BY \"g\"\nUNION ALL\nSELECT\n \"g\" AS \"g\",\n NULL AS \"conditional_percentile\"\nFROM \"n11\"\nWHERE \"g\" <> 'g'\nGROUP BY \"g\"\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e50df936e34120ab849036b164fd53c7887db159 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fa-3091-7b41-a869-64382448f53a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"16.0021\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"16.0021\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"g\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n), \\\"picked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"target_rn\\\" THEN \\\"measure\\\" END) AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nGROUP BY \\\"g\\\"\\nUNION ALL\\nSELECT\\n \\\"g\\\" AS \\\"g\\\",\\n NULL AS \\\"conditional_percentile\\\"\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" <> 'g'\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Used the planned template semantics with SQLite-compatible logic by replacing PERCENTILE_CONT with a window-function approximation of the 90th percentile via CEIL(0.9 * group_size). Because condition_col and group_col are both \\\"g\\\" and condition_value is 'g', the non-'g' groups return NULL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22508,"cached_input_tokens":2432,"output_tokens":472}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8adb5dda5a78c952d96951ecf0c0a673c8fd885 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\",\n CAST(\"16.0021\" AS REAL) AS \"measure\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"16.0021\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"g\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"g\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"filtered\"\n), \"picked\" AS (\n SELECT\n \"g\",\n \"measure\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"g\",\n MAX(CASE WHEN \"rn\" = \"target_rn\" THEN \"measure\" END) AS \"conditional_percentile\"\nFROM \"picked\"\nGROUP BY \"g\"\nUNION ALL\nSELECT\n \"g\" AS \"g\",\n NULL AS \"conditional_percentile\"\nFROM \"n11\"\nWHERE \"g\" <> 'g'\nGROUP BY \"g\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Used the planned template semantics with SQLite-compatible logic by replacing PERCENTILE_CONT with a window-function approximation of the 90th percentile via CEIL(0.9 * group_size). Because condition_col and group_col are both \"g\" and condition_value is 'g', the non-'g' groups return NULL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcf7f6e9fee48f6b6cd331c3b24461f49ef7e512 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fa-7811-7790-939a-7fcacce97a1d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n), \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"16.0021\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"16.0021\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"g\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n), \\\"picked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n ((CAST((0.9 * \\\"cnt\\\") AS INTEGER)) + ((0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INTEGER))) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n), \\\"percentiles\\\" AS (\\n SELECT\\n \\\"g\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"target_rn\\\" THEN \\\"measure\\\" END) AS \\\"conditional_percentile\\\"\\n FROM \\\"picked\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"g\\\",\\n \\\"percentiles\\\".\\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"percentiles\\\"\\n ON \\\"groups\\\".\\\"g\\\" = \\\"percentiles\\\".\\\"g\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with a SQLite-compatible ceiling expression using CAST(...) and a boolean increment. Preserves the conditional 0.9 quantile logic for rows where \\\"g\\\" = 'g' and returns NULL for other groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22840,"cached_input_tokens":19840,"output_tokens":537}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fb7698c59e9044bad3a867ec9d0cb29eb669760 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n), \"filtered\" AS (\n SELECT\n \"g\",\n CAST(\"16.0021\" AS REAL) AS \"measure\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"16.0021\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"g\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"g\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"filtered\"\n), \"picked\" AS (\n SELECT\n \"g\",\n \"measure\",\n \"rn\",\n ((CAST((0.9 * \"cnt\") AS INTEGER)) + ((0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INTEGER))) AS \"target_rn\"\n FROM \"ranked\"\n), \"percentiles\" AS (\n SELECT\n \"g\",\n MAX(CASE WHEN \"rn\" = \"target_rn\" THEN \"measure\" END) AS \"conditional_percentile\"\n FROM \"picked\"\n GROUP BY \"g\"\n)\nSELECT\n \"groups\".\"g\",\n \"percentiles\".\"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"percentiles\"\n ON \"groups\".\"g\" = \"percentiles\".\"g\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported CEIL() with a SQLite-compatible ceiling expression using CAST(...) and a boolean increment. Preserves the conditional 0.9 quantile logic for rows where \"g\" = 'g' and returns NULL for other groups."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3437cf22d4972d6ce6f9481bf6858ce1c60917a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:53:18.802006Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:53:22.627218Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:53:35.997922Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8f930da5220e64c1b667023ae07503717f1e8d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:53:37.087138Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:53:40.021786Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:53:55.543995Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e29679bb8f2d300e7e0fab9da0a277cc51600bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021, condition_col=g. +Result preview: [{"g": "g", "conditional_percentile": 29.4108}, {"g": "h", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ed7c0ff07f196db53d23fee7ae10a094666eb41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/generated_sql.sql @@ -0,0 +1,49 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_5baf904ce10d55ca +-- problem_id: v2p_n11_b8d393a736ecd87b +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "g", + CAST("16.0021" AS REAL) AS "measure" + FROM "n11" + WHERE "g" = 'g' + AND "16.0021" IS NOT NULL +), "ranked" AS ( + SELECT + "g", + "measure", + ROW_NUMBER() OVER (PARTITION BY "g" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "filtered" +), "picked" AS ( + SELECT + "g", + "measure", + "rn", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "g", + MAX(CASE WHEN "rn" = "target_rn" THEN "measure" END) AS "conditional_percentile" +FROM "picked" +GROUP BY "g" +UNION ALL +SELECT + "g" AS "g", + NULL AS "conditional_percentile" +FROM "n11" +WHERE "g" <> 'g' +GROUP BY "g" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ae289b96490da1a016042f65f5eba8118fa67e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n), \"filtered\" AS (\n SELECT\n \"g\",\n CAST(\"16.0021\" AS REAL) AS \"measure\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"16.0021\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"g\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"g\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"filtered\"\n), \"picked\" AS (\n SELECT\n \"g\",\n \"measure\",\n \"rn\",\n ((CAST((0.9 * \"cnt\") AS INTEGER)) + ((0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INTEGER))) AS \"target_rn\"\n FROM \"ranked\"\n), \"percentiles\" AS (\n SELECT\n \"g\",\n MAX(CASE WHEN \"rn\" = \"target_rn\" THEN \"measure\" END) AS \"conditional_percentile\"\n FROM \"picked\"\n GROUP BY \"g\"\n)\nSELECT\n \"groups\".\"g\",\n \"percentiles\".\"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"percentiles\"\n ON \"groups\".\"g\" = \"percentiles\".\"g\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n), \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"16.0021\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"16.0021\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"g\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n), \\\"picked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n ((CAST((0.9 * \\\"cnt\\\") AS INTEGER)) + ((0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INTEGER))) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n), \\\"percentiles\\\" AS (\\n SELECT\\n \\\"g\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"target_rn\\\" THEN \\\"measure\\\" END) AS \\\"conditional_percentile\\\"\\n FROM \\\"picked\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"g\\\",\\n \\\"percentiles\\\".\\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"percentiles\\\"\\n ON \\\"groups\\\".\\\"g\\\" = \\\"percentiles\\\".\\\"g\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"g\", \"conditional_percentile\"], \"rows\": [{\"g\": \"g\", \"conditional_percentile\": 29.4108}, {\"g\": \"h\", \"conditional_percentile\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 58.24}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7672227838b61f277ebbc55fc6b7410f664ff8b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:53:18.604225+00:00", + "ended_at": "2026-05-04T07:53:56.413576+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_5baf904ce10d55ca", + "problem_id": "v2p_n11_b8d393a736ecd87b", + "dataset_id": "n11", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021, condition_col=g.", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=61" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_5baf904ce10d55ca.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5baf904ce10d55ca", + "api_calls": 0, + "input_tokens": 45348, + "cached_input_tokens": 22272, + "output_tokens": 1009, + "total_tokens": 46357, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5166, + "estimated_output_tokens": 772, + "estimated_total_tokens": 5938, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 37676.64, + "sql_execution_elapsed_ms_total": 58.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_5baf904ce10d55ca\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2cbeb25fa83d421a14948c7a9104709c821729b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:53:36.908526+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18267.88, "started_at": "2026-05-04T07:53:18.611156+00:00", "ended_at": "2026-05-04T07:53:36.879153+00:00", "prompt_metrics": {"chars": 7551, "bytes_utf8": 7551, "lines": 233, "estimated_tokens": 2417}, "response_metrics": {"chars": 1210, "bytes_utf8": 1210, "lines": 1, "estimated_tokens": 368}, "usage": {"input_tokens": 22508, "cached_input_tokens": 2432, "output_tokens": 472}, "stderr_preview": "2026-05-04T07:53:18.802006Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:53:22.627218Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 'g'\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Used the planned template semantics with SQLite-compatible logic by replacing PERCEN"} +{"timestamp": "2026-05-04T07:53:36.910920+00:00", "event_type": "sqlite_query_error", "engine": "v2-cli:codex", "attempt": 1, "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\",\n CAST(\"16.0021\" AS REAL) AS \"measure\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"16.0021\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"g\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"g\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"filtered\"\n), \"picked\" AS (\n SELECT\n \"g\",\n \"measure\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"g\",\n MAX(CASE WHEN \"rn\" = \"target_rn\" THEN \"measure\" END) AS \"conditional_percentile\"\nFROM \"picked\"\nGROUP BY \"g\"\nUNION ALL\nSELECT\n \"g\" AS \"g\",\n NULL AS \"conditional_percentile\"\nFROM \"n11\"\nWHERE \"g\" <> 'g'\nGROUP BY \"g\"\nORDER BY \"conditional_percentile\" DESC;", "error": "no such function: CEIL"} +{"timestamp": "2026-05-04T07:53:56.338633+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19408.76, "started_at": "2026-05-04T07:53:36.913910+00:00", "ended_at": "2026-05-04T07:53:56.322595+00:00", "prompt_metrics": {"chars": 8595, "bytes_utf8": 8595, "lines": 237, "estimated_tokens": 2749}, "response_metrics": {"chars": 1314, "bytes_utf8": 1314, "lines": 1, "estimated_tokens": 404}, "usage": {"input_tokens": 22840, "cached_input_tokens": 19840, "output_tokens": 537}, "stderr_preview": "2026-05-04T07:53:37.087138Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:53:40.021786Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST((0.9 * \\\"cnt\\\") AS INTEGER))) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n), \\\"percentiles\\\" AS (\\n SELECT\\n \\\"g\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"target_rn\\\" THEN \\\"measure\\\" END) AS \\\"conditional_percentile\\\"\\n FROM \\\"picked\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"g\\\",\\n \\\"percentiles\\\".\\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"percentiles\\\"\\n ON \\"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..adb143d418129250f18f30cd8fb1c9a71c890265 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5baf904ce10d55ca/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5baf904ce10d55ca", + "api_calls": 0, + "input_tokens": 45348, + "cached_input_tokens": 22272, + "output_tokens": 1009, + "total_tokens": 46357, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5166, + "estimated_output_tokens": 772, + "estimated_total_tokens": 5938, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 37676.64, + "sql_execution_elapsed_ms_total": 58.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_5baf904ce10d55ca\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d208dc4bd596f525bad806a1f5999f07e2ed4d30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7299, "bytes_utf8": 7299, "lines": 231, "estimated_tokens": 2362}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 424, "bytes_utf8": 424, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22453, "cached_input_tokens": 21888, "output_tokens": 156}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2f7f25959b6100c3a5c490eed755c34e3b59ea63 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5d98f633e1355e7b", + "api_calls": 0, + "input_tokens": 22453, + "cached_input_tokens": 21888, + "output_tokens": 156, + "total_tokens": 22609, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2362, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2467, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11342.35, + "sql_execution_elapsed_ms_total": 12.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_5d98f633e1355e7b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..772a2e7ac68e2865ea079360bb4cccad6f99707f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:40:15.950485+00:00", + "ended_at": "2026-05-04T07:40:27.293155+00:00", + "elapsed_ms": 11342.35, + "prompt_metrics": { + "chars": 7299, + "bytes_utf8": 7299, + "lines": 231, + "estimated_tokens": 2362 + }, + "stdout_metrics": { + "chars": 749, + "bytes_utf8": 749, + "lines": 4, + "estimated_tokens": 211 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13202 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 424, + "bytes_utf8": 424, + "lines": 1, + "estimated_tokens": 105 + }, + "usage": { + "input_tokens": 22453, + "cached_input_tokens": 21888, + "output_tokens": 156 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb411a96c2f7ef8986babcb039d2c57df20a9db2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..73e768856bc9dbd5d0c24dad631eeec1607f0a22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ee-3f57-7ac2-8dcd-ebb947b53327"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", treating condition_value as the text literal 'h' and quoting identifiers with double quotes for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22453,"cached_input_tokens":21888,"output_tokens":156}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb46c57f843d4d0aa886bc40f2b67a13b3b768c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\", treating condition_value as the text literal 'h' and quoting identifiers with double quotes for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66bce22564275f71e2071e3c547085d40619b99a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:40:16.169834Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:40:18.430240Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:40:26.315613Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1459a01712e46eba9eb6fc93a3c5e37bc2e86c26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_rate": 1.0}, {"g": "g", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c90188579db8fbc5b3c9994289fefe56d117c381 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_5d98f633e1355e7b +-- problem_id: v2p_n11_ecbfbe8ead80a8ce +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25717a416b3ded43259946e6aa09eb09b3766742 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"h\", \"condition_rate\": 1.0}, {\"g\": \"g\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.09}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e06d8df4b27f9dbac493dbb3bf0c18caa3e7d64d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:40:15.946313+00:00", + "ended_at": "2026-05-04T07:40:27.338217+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_5d98f633e1355e7b", + "problem_id": "v2p_n11_ecbfbe8ead80a8ce", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=5" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_5d98f633e1355e7b.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5d98f633e1355e7b", + "api_calls": 0, + "input_tokens": 22453, + "cached_input_tokens": 21888, + "output_tokens": 156, + "total_tokens": 22609, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2362, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2467, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11342.35, + "sql_execution_elapsed_ms_total": 12.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_5d98f633e1355e7b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31913aa86b48f2b0a4fe01a02d175f4eb46b8a65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:40:27.315142+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11342.35, "started_at": "2026-05-04T07:40:15.950485+00:00", "ended_at": "2026-05-04T07:40:27.293155+00:00", "prompt_metrics": {"chars": 7299, "bytes_utf8": 7299, "lines": 231, "estimated_tokens": 2362}, "response_metrics": {"chars": 424, "bytes_utf8": 424, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22453, "cached_input_tokens": 21888, "output_tokens": 156}, "stderr_preview": "2026-05-04T07:40:16.169834Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:40:18.430240Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=16.0021.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b0bf0c9101bbdfe4dcccd3337a1d5bdbef6cc38 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f3-96ac-7a32-9dfd-2e431c58451e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"16.0021\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the requested Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"16.0021\\\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22408,"cached_input_tokens":19840,"output_tokens":117}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..697a9d1a451fa38fd8e4ae741fae3777cff8d57d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"16.0021\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Used the requested Window Partition Average template with group_col=\"g\" and measure_col=\"16.0021\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..61cfd6e16f756e03bcf46ef08edc5e11f4f4d259 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:46:06.174453Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:46:08.808960Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:46:19.809029Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..86397fd175f511b1dfd5fba66282f4aa3f567d9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=16.0021. +Result preview: [{"g": "h", "avg_measure": 28.797372697368424}, {"g": "g", "avg_measure": 18.59290785824345}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4bceb244793e3cf54aa23e4a0de5451f45d9356a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_5df07de5e0960b7a +-- problem_id: v2p_n11_ad0ea2ce438323a1 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("16.0021" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c2d0aed130e35ccb220c45fc585bbd0407e9b2ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"16.0021\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"16.0021\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 28.797372697368424}, {\"g\": \"g\", \"avg_measure\": 18.59290785824345}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 57.98}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c9e419cbecf8f14a5238822efdc955152bf67c1a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:46:05.954556+00:00", + "ended_at": "2026-05-04T07:46:20.719997+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_5df07de5e0960b7a", + "problem_id": "v2p_n11_ad0ea2ce438323a1", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=16.0021.", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_5df07de5e0960b7a.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5df07de5e0960b7a", + "api_calls": 0, + "input_tokens": 22408, + "cached_input_tokens": 19840, + "output_tokens": 117, + "total_tokens": 22525, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2317, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2418, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14675.52, + "sql_execution_elapsed_ms_total": 57.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_5df07de5e0960b7a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d90691e5f9758e0e7de8c97680a38d66339df47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:46:20.653133+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14675.52, "started_at": "2026-05-04T07:46:05.959031+00:00", "ended_at": "2026-05-04T07:46:20.634124+00:00", "prompt_metrics": {"chars": 7149, "bytes_utf8": 7149, "lines": 228, "estimated_tokens": 2317}, "response_metrics": {"chars": 403, "bytes_utf8": 403, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22408, "cached_input_tokens": 19840, "output_tokens": 117}, "stderr_preview": "2026-05-04T07:46:06.174453Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:46:08.808960Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_60da9deed17938cc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_60da9deed17938cc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..404478e2403b11cf268ef46062672b771326c129 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_60da9deed17938cc/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_60da9deed17938cc\n-- problem_id: v2p_n11_911d2e5a02e86577\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"-8.2027\",\n COUNT(*) AS support,\n AVG(\"0.3918\") AS avg_response\nFROM \"n11\"\nGROUP BY \"-8.2027\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_60da9deed17938cc\\n-- problem_id: v2p_n11_911d2e5a02e86577\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"-8.2027\\\",\\n COUNT(*) AS support,\\n AVG(\\\"0.3918\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"-8.2027\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"-8.2027\", \"support\", \"avg_response\"], \"rows\": [{\"-8.2027\": \"0\", \"support\": 59, \"avg_response\": 0.7308932203389831}, {\"-8.2027\": \"-0.0001\", \"support\": 24, \"avg_response\": 0.7430708333333333}, {\"-8.2027\": \"0.0001\", \"support\": 18, \"avg_response\": 0.7175388888888888}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.95}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_60da9deed17938cc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_60da9deed17938cc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b3ff6a305bf28dbfb3994cb6461c6c9cc299b25e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_60da9deed17938cc/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.640616+00:00", + "ended_at": "2026-05-04T08:16:37.667901+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_60da9deed17938cc", + "problem_id": "v2p_n11_911d2e5a02e86577", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=0.3918, key_col=-8.2027.", + "bindings": { + "key_col": "-8.2027", + "measure_col": "0.3918", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=28", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 28, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_60da9deed17938cc.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_60da9deed17938cc/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_60da9deed17938cc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_60da9deed17938cc/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55c3580839d9bacc8869106954e45fd8013c6c5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7302, "bytes_utf8": 7302, "lines": 231, "estimated_tokens": 2361}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22452, "cached_input_tokens": 19840, "output_tokens": 127}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b8543ac7cd0c7716f8250fad30ba54608133207d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_61d2011612d48f4e", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 22579, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2465, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11785.13, + "sql_execution_elapsed_ms_total": 10.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_61d2011612d48f4e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7f2ab650f90c9f9fe03cc166b839657723b9968e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:39:52.809958+00:00", + "ended_at": "2026-05-04T07:40:04.594812+00:00", + "elapsed_ms": 11785.13, + "prompt_metrics": { + "chars": 7302, + "bytes_utf8": 7302, + "lines": 231, + "estimated_tokens": 2361 + }, + "stdout_metrics": { + "chars": 727, + "bytes_utf8": 727, + "lines": 4, + "estimated_tokens": 213 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13217 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 402, + "bytes_utf8": 402, + "lines": 1, + "estimated_tokens": 104 + }, + "usage": { + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 127 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7714747fb33eaed10c9045eeedb126ba86d4f1dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e5c886136a6d1a5e1581ba6afee42609db7e927 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ed-e4e9-7e42-b26b-cc0a71c73d9f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", using condition_value='h'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22452,"cached_input_tokens":19840,"output_tokens":127}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3f349328334ee7ac7498a00dec414be86c8a2a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\", using condition_value='h'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3f00c40f7565a33932d94b7fb8b87e46b0304f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:39:53.012472Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:39:55.359079Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:40:03.803419Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4db2bd09c3f4af39d384ae645225d8d1175b3b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_rate": 1.0}, {"g": "g", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3e04c76125a49337356e2642862e5f9a360e25e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_61d2011612d48f4e +-- problem_id: v2p_n11_d5e105d7b2afd618 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..461bedb1ed404b1b2d407d37593d988203723e18 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"h\", \"condition_rate\": 1.0}, {\"g\": \"g\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.23}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a2e3784d050fa53ad1806cf082c0ad5799a0cd34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:39:52.805581+00:00", + "ended_at": "2026-05-04T07:40:04.640097+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_61d2011612d48f4e", + "problem_id": "v2p_n11_d5e105d7b2afd618", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=4" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_61d2011612d48f4e.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_61d2011612d48f4e", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 22579, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2465, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11785.13, + "sql_execution_elapsed_ms_total": 10.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_61d2011612d48f4e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c6312a9bf3b08c56b52467f29ea5304caba897ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_61d2011612d48f4e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:40:04.618880+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11785.13, "started_at": "2026-05-04T07:39:52.809958+00:00", "ended_at": "2026-05-04T07:40:04.594812+00:00", "prompt_metrics": {"chars": 7302, "bytes_utf8": 7302, "lines": 231, "estimated_tokens": 2361}, "response_metrics": {"chars": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22452, "cached_input_tokens": 19840, "output_tokens": 127}, "stderr_preview": "2026-05-04T07:39:53.012472Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:39:55.359079Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=-8.2027.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "predicate_col": "2.6449", + "predicate_op": ">=", + "predicate_value": 3.1016, + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.481388, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fde19d68ab62d52066b9edbc124c0dca2c520535 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df203-8649-7453-b5a2-f96545ac4b1f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"2.6449\\\" AS REAL) >= 3.1016\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the provided template and fixed bindings: group_col=\\\"g\\\", measure_col=\\\"-8.2027\\\", predicate_col=\\\"2.6449\\\", predicate_op=\\\">=\\\", predicate_value=3.1016, top_k=17. Cast TEXT-backed numeric columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22480,"cached_input_tokens":21888,"output_tokens":161}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2d40f1f07c654a3968c6e0e038df792f9a0ba1e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"-8.2027\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"2.6449\" AS REAL) >= 3.1016\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Used the provided template and fixed bindings: group_col=\"g\", measure_col=\"-8.2027\", predicate_col=\"2.6449\", predicate_op=\">=\", predicate_value=3.1016, top_k=17. Cast TEXT-backed numeric columns to REAL for SQLite-compatible numeric aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..64dfe8f725f1a2b67377ac6cd0e6588e93a32819 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:03:30.565431Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:03:33.210085Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:03:41.157561Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f31e59636d3cc3d2dddfde51d240e91871520680 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=-8.2027. +Result preview: [{"g": "h", "total_measure": 2525.4087}, {"g": "g", "total_measure": 1913.7184}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6fe16647e96b107041fb4519f5adc12b23fccb3c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_637153437e438336 +-- problem_id: v2p_n11_bf0e003bed4e7b7e +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("-8.2027" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("2.6449" AS REAL) >= 3.1016 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a877a4117bb497abd6a8a6dcbd80df6dfa499f61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"-8.2027\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"2.6449\" AS REAL) >= 3.1016\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"2.6449\\\" AS REAL) >= 3.1016\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"h\", \"total_measure\": 2525.4087}, {\"g\": \"g\", \"total_measure\": 1913.7184}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.1}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0321917116ce947f333aae310b6f4c6d43121e79 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:03:30.376591+00:00", + "ended_at": "2026-05-04T08:03:42.010417+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_637153437e438336", + "problem_id": "v2p_n11_bf0e003bed4e7b7e", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=-8.2027.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "predicate_col": "2.6449", + "predicate_op": ">=", + "predicate_value": 3.1016, + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.481388, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_637153437e438336.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_637153437e438336", + "api_calls": 0, + "input_tokens": 22480, + "cached_input_tokens": 21888, + "output_tokens": 161, + "total_tokens": 22641, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2391, + "estimated_output_tokens": 145, + "estimated_total_tokens": 2536, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11586.47, + "sql_execution_elapsed_ms_total": 15.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_637153437e438336\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c070a68216541d8145934b1e8d7e6bb35e4143c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:03:41.985340+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11586.47, "started_at": "2026-05-04T08:03:30.380416+00:00", "ended_at": "2026-05-04T08:03:41.967105+00:00", "prompt_metrics": {"chars": 7350, "bytes_utf8": 7350, "lines": 232, "estimated_tokens": 2391}, "response_metrics": {"chars": 503, "bytes_utf8": 503, "lines": 1, "estimated_tokens": 145}, "usage": {"input_tokens": 22480, "cached_input_tokens": 21888, "output_tokens": 161}, "stderr_preview": "2026-05-04T08:03:30.565431Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:03:33.210085Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 3.1016\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the provided template and fixed bindings: group_col=\\\"g\\\", measure_col=\\\"-8.2027\\\", predicate_col=\\\"2.6449\\\", predicate_op=\\\">=\\\", predicate_value=3.1016, top_k=17. Cast TEXT-backed numeric columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d2cebe8afe904e61534e6a2202d1655614089c63 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_637153437e438336/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_637153437e438336", + "api_calls": 0, + "input_tokens": 22480, + "cached_input_tokens": 21888, + "output_tokens": 161, + "total_tokens": 22641, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2391, + "estimated_output_tokens": 145, + "estimated_total_tokens": 2536, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11586.47, + "sql_execution_elapsed_ms_total": 15.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_637153437e438336\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5606887195cf1dd708626069313fbe4ba4e77a87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7353, "bytes_utf8": 7353, "lines": 232, "estimated_tokens": 2390}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 521, "bytes_utf8": 521, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22479, "cached_input_tokens": 21888, "output_tokens": 160}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..040c56f06a8364892ac9d1b549710ce9a2de71ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_65d1dc95adf00644", + "api_calls": 0, + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 160, + "total_tokens": 22639, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2390, + "estimated_output_tokens": 144, + "estimated_total_tokens": 2534, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11903.46, + "sql_execution_elapsed_ms_total": 13.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_65d1dc95adf00644\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ae6387eb9b721090b9ef68e4dda8ffbce94f1f25 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:03:02.531992+00:00", + "ended_at": "2026-05-04T08:03:14.435543+00:00", + "elapsed_ms": 11903.46, + "prompt_metrics": { + "chars": 7353, + "bytes_utf8": 7353, + "lines": 232, + "estimated_tokens": 2390 + }, + "stdout_metrics": { + "chars": 859, + "bytes_utf8": 859, + "lines": 4, + "estimated_tokens": 261 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13210 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 521, + "bytes_utf8": 521, + "lines": 1, + "estimated_tokens": 144 + }, + "usage": { + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 160 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35dbac1d209229e7533ea6e4147569a063908afd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "predicate_col": "16.0021", + "predicate_op": ">=", + "predicate_value": 24.73995, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..edc495053a4cdc5919b77b94641ede967c9942b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df203-19b5-7d42-b966-f7a5acd9b7f5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"16.0021\\\" AS REAL) >= 24.73995\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Applied the required Top-k Group Sum with Filter template using group_col=\\\"g\\\", measure_col=\\\"22.011\\\", predicate_col=\\\"16.0021\\\", predicate_op=\\\">=\\\", predicate_value=24.73995, and top_k=16. Cast TEXT numeric columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22479,"cached_input_tokens":21888,"output_tokens":160}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f1a8e6804c05249c043ffa8497f9a4b4590016c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"22.011\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"16.0021\" AS REAL) >= 24.73995\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Applied the required Top-k Group Sum with Filter template using group_col=\"g\", measure_col=\"22.011\", predicate_col=\"16.0021\", predicate_op=\">=\", predicate_value=24.73995, and top_k=16. Cast TEXT numeric columns to REAL for SQLite-compatible numeric aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34dfefc1718e6025077f308654d9252c9fe7691a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:03:02.780544Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:03:05.185615Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:03:13.826896Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a16eb513c3a17017c7e1088d952d1760c4fea65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011. +Result preview: [{"g": "g", "total_measure": 105488.2822}, {"g": "h", "total_measure": -52690.7514}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4ff8c96bf6ebea9f69786aa2542ca433d5358c2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_65d1dc95adf00644 +-- problem_id: v2p_n11_353969ad46072068 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("22.011" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("16.0021" AS REAL) >= 24.73995 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eff3da1cb9a1feac5ee226dbd7909d3fc0f07a49 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"22.011\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"16.0021\" AS REAL) >= 24.73995\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"16.0021\\\" AS REAL) >= 24.73995\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 105488.2822}, {\"g\": \"h\", \"total_measure\": -52690.7514}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.05}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c396f36d67770c26f5f1f593874a78abcf6e0d12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:03:02.526951+00:00", + "ended_at": "2026-05-04T08:03:14.483968+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_65d1dc95adf00644", + "problem_id": "v2p_n11_353969ad46072068", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "predicate_col": "16.0021", + "predicate_op": ">=", + "predicate_value": 24.73995, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_65d1dc95adf00644.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_65d1dc95adf00644", + "api_calls": 0, + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 160, + "total_tokens": 22639, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2390, + "estimated_output_tokens": 144, + "estimated_total_tokens": 2534, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11903.46, + "sql_execution_elapsed_ms_total": 13.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_65d1dc95adf00644\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..03e930b9f2e358ccf46cb507593a7229b761f1b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:03:14.461153+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11903.46, "started_at": "2026-05-04T08:03:02.531992+00:00", "ended_at": "2026-05-04T08:03:14.435543+00:00", "prompt_metrics": {"chars": 7353, "bytes_utf8": 7353, "lines": 232, "estimated_tokens": 2390}, "response_metrics": {"chars": 521, "bytes_utf8": 521, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22479, "cached_input_tokens": 21888, "output_tokens": 160}, "stderr_preview": "2026-05-04T08:03:02.780544Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:03:05.185615Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 24.73995\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Applied the required Top-k Group Sum with Filter template using group_col=\\\"g\\\", measure_col=\\\"22.011\\\", predicate_col=\\\"16.0021\\\", predicate_op=\\\">=\\\", predicate_value=24.73995, and top_k=16. Cast TEXT numeric columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..58d1bc8666c24fcb330655bca81405d4bfce37a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_65d1dc95adf00644/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_65d1dc95adf00644", + "api_calls": 0, + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 160, + "total_tokens": 22639, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2390, + "estimated_output_tokens": 144, + "estimated_total_tokens": 2534, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11903.46, + "sql_execution_elapsed_ms_total": 13.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_65d1dc95adf00644\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a85d5452bbd89055151d854661f2df350ebfba5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7542, "bytes_utf8": 7542, "lines": 232, "estimated_tokens": 2450}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 538, "bytes_utf8": 538, "lines": 1, "estimated_tokens": 148}, "usage": {"input_tokens": 22541, "cached_input_tokens": 19840, "output_tokens": 164}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..70e446a838227df696516754807d1291f5579027 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6604369ea2f683a7", + "api_calls": 0, + "input_tokens": 22541, + "cached_input_tokens": 19840, + "output_tokens": 164, + "total_tokens": 22705, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2450, + "estimated_output_tokens": 148, + "estimated_total_tokens": 2598, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13059.83, + "sql_execution_elapsed_ms_total": 22.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_6604369ea2f683a7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..23212c3fc055f14a29ba6c3df9bc72a5bb9bbac1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:46:33.797165+00:00", + "ended_at": "2026-05-04T07:46:46.855500+00:00", + "elapsed_ms": 13059.83, + "prompt_metrics": { + "chars": 7542, + "bytes_utf8": 7542, + "lines": 232, + "estimated_tokens": 2450 + }, + "stdout_metrics": { + "chars": 863, + "bytes_utf8": 863, + "lines": 4, + "estimated_tokens": 256 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13204 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 538, + "bytes_utf8": 538, + "lines": 1, + "estimated_tokens": 148 + }, + "usage": { + "input_tokens": 22541, + "cached_input_tokens": 19840, + "output_tokens": 164 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..565880aa68cf37792bf151971532bdc30fe76d69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=22.011.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "22.011", + "band_col": "22.011", + "band_cut_1": -5.115828, + "band_cut_2": 24.862676, + "lower_bound": -5.115828, + "upper_bound": 24.862676, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c44f97497fe8aa41e0c173158c8b25f30edcf8f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f4-0387-79f1-a027-d434cc51f3ce"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"22.011\\\" AS REAL) < -5.115828 THEN 'low'\\n WHEN CAST(\\\"22.011\\\" AS REAL) < 24.862676 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"22.011\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required template with both band_col and measure_col bound to \\\"22.011\\\". Casted the TEXT column to REAL for numeric binning and averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22541,"cached_input_tokens":19840,"output_tokens":164}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b5b734540815f3381b4546c9166a235f9d94db3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"22.011\" AS REAL) < -5.115828 THEN 'low'\n WHEN CAST(\"22.011\" AS REAL) < 24.862676 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"22.011\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Used the required template with both band_col and measure_col bound to \"22.011\". Casted the TEXT column to REAL for numeric binning and averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c32cf2b2f6dbbc6522d68bef8654979e1820af5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:46:34.070784Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:46:38.603903Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:46:46.124066Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7db698fbeaefdf633d8292df362ebb33bc490c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=22.011. +Result preview: [{"band_bucket": "high", "avg_measure": 56.7763333384877}, {"band_bucket": "mid", "avg_measure": 13.858673008285532}, {"band_bucket": "low", "avg_measure": -40.40715871574251}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f3e5b163e6cef3788ad86c903a1ee219505bd639 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n11_6604369ea2f683a7 +-- problem_id: v2p_n11_9b0988138766b1d0 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("22.011" AS REAL) < -5.115828 THEN 'low' + WHEN CAST("22.011" AS REAL) < 24.862676 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("22.011" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..87a4f2fa607e7ce0a6eaf7273f4de9b9d648d568 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"22.011\" AS REAL) < -5.115828 THEN 'low'\n WHEN CAST(\"22.011\" AS REAL) < 24.862676 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"22.011\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"22.011\\\" AS REAL) < -5.115828 THEN 'low'\\n WHEN CAST(\\\"22.011\\\" AS REAL) < 24.862676 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"22.011\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 56.7763333384877}, {\"band_bucket\": \"mid\", \"avg_measure\": 13.858673008285532}, {\"band_bucket\": \"low\", \"avg_measure\": -40.40715871574251}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.3}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c07d8fd9cb17f913bfb81df51ad93c1fcda32e42 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:46:33.789973+00:00", + "ended_at": "2026-05-04T07:46:46.905142+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_6604369ea2f683a7", + "problem_id": "v2p_n11_9b0988138766b1d0", + "dataset_id": "n11", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=22.011.", + "bindings": { + "measure_col": "22.011", + "band_col": "22.011", + "band_cut_1": -5.115828, + "band_cut_2": 24.862676, + "lower_bound": -5.115828, + "upper_bound": 24.862676, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_6604369ea2f683a7.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6604369ea2f683a7", + "api_calls": 0, + "input_tokens": 22541, + "cached_input_tokens": 19840, + "output_tokens": 164, + "total_tokens": 22705, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2450, + "estimated_output_tokens": 148, + "estimated_total_tokens": 2598, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13059.83, + "sql_execution_elapsed_ms_total": 22.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_6604369ea2f683a7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9fb599d0673f58dc7b8efc89ea9a7ad4b871614 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6604369ea2f683a7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:46:46.875134+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13059.83, "started_at": "2026-05-04T07:46:33.797165+00:00", "ended_at": "2026-05-04T07:46:46.855500+00:00", "prompt_metrics": {"chars": 7542, "bytes_utf8": 7542, "lines": 232, "estimated_tokens": 2450}, "response_metrics": {"chars": 538, "bytes_utf8": 538, "lines": 1, "estimated_tokens": 148}, "usage": {"input_tokens": 22541, "cached_input_tokens": 19840, "output_tokens": 164}, "stderr_preview": "2026-05-04T07:46:34.070784Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:46:38.603903Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_66eef91728557dc8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_66eef91728557dc8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..766effa357c2610944ba3d48221c3d48bd9c92a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_66eef91728557dc8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df200-bf40-72a1-957a-d09416cd62db"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"22.011\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Mean template with group_col=\\\"g\\\" and measure_col=\\\"22.011\\\". CAST to REAL is necessary because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22396,"cached_input_tokens":21888,"output_tokens":117}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_66eef91728557dc8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_66eef91728557dc8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18fb944b55a873d8e2a0802fc7acc68bf50395df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_66eef91728557dc8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"22.011\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;","notes":"Used the required Grouped Numeric Mean template with group_col=\"g\" and measure_col=\"22.011\". CAST to REAL is necessary because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_66eef91728557dc8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_66eef91728557dc8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f265ab04cb93cf1537695e9fa87b325451d0b97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_66eef91728557dc8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:00:28.572975Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:00:30.976769Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:00:40.362766Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_66eef91728557dc8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_66eef91728557dc8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0862d1f28cc399cf7bf7150469031be1f7e2b8fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_66eef91728557dc8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=22.011. +Result preview: [{"g": "g", "avg_measure": 17.809071891979563}, {"g": "h", "avg_measure": -2.8482975627990434}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_66eef91728557dc8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_66eef91728557dc8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1d32249e4751cb29165549fbbd943f2db79fe220 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_66eef91728557dc8/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_66eef91728557dc8 +-- problem_id: v2p_n11_3d824d7dfcb54445 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("22.011" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_66eef91728557dc8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_66eef91728557dc8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..57de727364727d5dbdb42876b8e9566796ac43ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_66eef91728557dc8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"22.011\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"22.011\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 17.809071891979563}, {\"g\": \"h\", \"avg_measure\": -2.8482975627990434}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_66eef91728557dc8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_66eef91728557dc8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4d522fb0ba20052ec4fc4254b792a7d318f2b64a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_66eef91728557dc8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:00:28.322781+00:00", + "ended_at": "2026-05-04T08:00:41.656859+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_66eef91728557dc8", + "problem_id": "v2p_n11_3d824d7dfcb54445", + "dataset_id": "n11", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=22.011.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_66eef91728557dc8.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_66eef91728557dc8", + "api_calls": 0, + "input_tokens": 22396, + "cached_input_tokens": 21888, + "output_tokens": 117, + "total_tokens": 22513, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2305, + "estimated_output_tokens": 95, + "estimated_total_tokens": 2400, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13287.66, + "sql_execution_elapsed_ms_total": 12.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_66eef91728557dc8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_66eef91728557dc8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_66eef91728557dc8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c8ebad08dae7cf754474cec975594059def0a96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_66eef91728557dc8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:00:41.634694+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13287.66, "started_at": "2026-05-04T08:00:28.328314+00:00", "ended_at": "2026-05-04T08:00:41.614616+00:00", "prompt_metrics": {"chars": 7076, "bytes_utf8": 7076, "lines": 228, "estimated_tokens": 2305}, "response_metrics": {"chars": 369, "bytes_utf8": 369, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 22396, "cached_input_tokens": 21888, "output_tokens": 117}, "stderr_preview": "2026-05-04T08:00:28.572975Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:00:30.976769Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=-8.2027.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_681b0a01578790f5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_681b0a01578790f5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..93bcd9a0c2718106660e19ad6c957b1a221c938b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_681b0a01578790f5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-f40f-7bf1-a18b-cc2ac4685393"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"-8.2027\\\" AS REAL) <= 10.94705 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"-8.2027\\\" and threshold fixed at 10.94705. CAST to REAL is necessary because the schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22388,"cached_input_tokens":21888,"output_tokens":121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_681b0a01578790f5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_681b0a01578790f5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..91c537170f3e37b2978eca2e8e765dad9635577e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_681b0a01578790f5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"-8.2027\" AS REAL) <= 10.94705 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"-8.2027\" and threshold fixed at 10.94705. CAST to REAL is necessary because the schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_681b0a01578790f5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_681b0a01578790f5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff53c61d3e38022acf43d407ecd3ca16f69ececc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_681b0a01578790f5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:59.555468Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:01.921841Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:09.205897Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_681b0a01578790f5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_681b0a01578790f5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4175c2b9020998582971717aca83880a9dad6dea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_681b0a01578790f5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=-8.2027. +Result preview: [{"empirical_cdf_at_threshold": 0.7499868552500132}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_681b0a01578790f5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_681b0a01578790f5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..62b4f5f12ba3e1a1b2b8dec1c60459069d330aaf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_681b0a01578790f5/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_681b0a01578790f5 +-- problem_id: v2p_n11_9016cc395670cc7f +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("-8.2027" AS REAL) <= 10.94705 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_681b0a01578790f5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_681b0a01578790f5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cfc0b1f8494aabdb7f79d8b5347ec7646f49c76d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_681b0a01578790f5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"-8.2027\" AS REAL) <= 10.94705 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"-8.2027\\\" AS REAL) <= 10.94705 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7499868552500132}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.81}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_681b0a01578790f5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_681b0a01578790f5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cc64f6a7362c80811efeb8dcbcbd7c53ba9a75ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_681b0a01578790f5/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:15:59.359368+00:00", + "ended_at": "2026-05-04T08:16:10.040426+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_681b0a01578790f5", + "problem_id": "v2p_n11_9016cc395670cc7f", + "dataset_id": "n11", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=-8.2027.", + "bindings": { + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=137" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_681b0a01578790f5.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_681b0a01578790f5", + "api_calls": 0, + "input_tokens": 22388, + "cached_input_tokens": 21888, + "output_tokens": 121, + "total_tokens": 22509, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2404, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10642.17, + "sql_execution_elapsed_ms_total": 8.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_681b0a01578790f5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_681b0a01578790f5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_681b0a01578790f5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f5029b68b136fd79769d0549df09eeb1716562e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_681b0a01578790f5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:10.019177+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10642.17, "started_at": "2026-05-04T08:15:59.363339+00:00", "ended_at": "2026-05-04T08:16:10.005495+00:00", "prompt_metrics": {"chars": 7018, "bytes_utf8": 7018, "lines": 226, "estimated_tokens": 2299}, "response_metrics": {"chars": 372, "bytes_utf8": 372, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22388, "cached_input_tokens": 21888, "output_tokens": 121}, "stderr_preview": "2026-05-04T08:15:59.555468Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:01.921841Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_68cee2ae19520420/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_68cee2ae19520420/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0d9deaf2d1556498628c48761c1cf5acfe5989c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_68cee2ae19520420/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df200-4dcb-77a2-b389-65af39edae8a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"27.7004\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned grouped-mean template with group_col=\\\"g\\\" and measure_col=\\\"27.7004\\\". Cast the measure from TEXT to REAL for SQLite numeric averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22398,"cached_input_tokens":21888,"output_tokens":121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_68cee2ae19520420/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_68cee2ae19520420/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52151836370c37355652ca08c8944df08bdf2a40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_68cee2ae19520420/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"27.7004\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;","notes":"Used the planned grouped-mean template with group_col=\"g\" and measure_col=\"27.7004\". Cast the measure from TEXT to REAL for SQLite numeric averaging."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_68cee2ae19520420/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_68cee2ae19520420/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..32641b6bdc7da10ee318a6a3a74bec66f8578368 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_68cee2ae19520420/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:59:59.480205Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:00:01.797340Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:00:13.090777Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_68cee2ae19520420/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_68cee2ae19520420/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5c3caabf47ca63f4ba1a3bf8c1c97fa427f8362 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_68cee2ae19520420/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=27.7004. +Result preview: [{"g": "g", "avg_measure": 3.2346691265915175}, {"g": "h", "avg_measure": -18.287110989832538}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_68cee2ae19520420/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_68cee2ae19520420/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c4de0564f5924eaad252de297f960d99e1e5556b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_68cee2ae19520420/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_68cee2ae19520420 +-- problem_id: v2p_n11_2d7d01e0a32c2144 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("27.7004" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_68cee2ae19520420/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_68cee2ae19520420/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ec8d66d9319da8ee65f58d0b4094e617dfdb9b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_68cee2ae19520420/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"27.7004\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"27.7004\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 3.2346691265915175}, {\"g\": \"h\", \"avg_measure\": -18.287110989832538}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.43}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_68cee2ae19520420/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_68cee2ae19520420/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fd6e40679cce900f64fede0857938c632385627a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_68cee2ae19520420/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:59:59.323366+00:00", + "ended_at": "2026-05-04T08:00:14.286196+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_68cee2ae19520420", + "problem_id": "v2p_n11_2d7d01e0a32c2144", + "dataset_id": "n11", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_68cee2ae19520420.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_68cee2ae19520420", + "api_calls": 0, + "input_tokens": 22398, + "cached_input_tokens": 21888, + "output_tokens": 121, + "total_tokens": 22519, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2307, + "estimated_output_tokens": 91, + "estimated_total_tokens": 2398, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14920.36, + "sql_execution_elapsed_ms_total": 13.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_68cee2ae19520420\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_68cee2ae19520420/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_68cee2ae19520420/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52b1e924809793d273a49119e4ccad49484faecc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_68cee2ae19520420/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:00:14.264675+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14920.36, "started_at": "2026-05-04T07:59:59.326644+00:00", "ended_at": "2026-05-04T08:00:14.246301+00:00", "prompt_metrics": {"chars": 7079, "bytes_utf8": 7079, "lines": 228, "estimated_tokens": 2307}, "response_metrics": {"chars": 333, "bytes_utf8": 333, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 22398, "cached_input_tokens": 21888, "output_tokens": 121}, "stderr_preview": "2026-05-04T07:59:59.480205Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:00:01.797340Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.318232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e6ca928062a628f55d97dc52147c6916f976ab2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f3-d037-73a2-9c69-420f0db18053"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"16.0021\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"16.0021\\\". CAST to REAL was added because the schema stores this measure column as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22409,"cached_input_tokens":2432,"output_tokens":188}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a79edc411835e6613f2a6eecd7b8fa2d97af29cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"16.0021\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Used the planned Window Partition Average template with group_col=\"g\" and measure_col=\"16.0021\". CAST to REAL was added because the schema stores this measure column as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f566b77f4fb52aa721496303925d93988cd7769 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,29 @@ +2026-05-04T07:46:20.927774Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:46:24.506960Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_690246dbb967d3e4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_690246dbb967d3e4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b02535abd0a5708c9dd3a2ba6d109aafc1aaa5ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_690246dbb967d3e4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021. +Result preview: [{"g": "h", "avg_measure": 28.797372697368424}, {"g": "g", "avg_measure": 18.59290785824345}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_690246dbb967d3e4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_690246dbb967d3e4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1032eb0c7ba9ee9ad89b1b16d706f600913b24b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_690246dbb967d3e4/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_690246dbb967d3e4 +-- problem_id: v2p_n11_4064bee38afb965b +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("16.0021" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_690246dbb967d3e4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_690246dbb967d3e4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b3f07db1ace5f26eb4600e93923c8c5bca6b9ac4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_690246dbb967d3e4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"16.0021\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"16.0021\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 28.797372697368424}, {\"g\": \"g\", \"avg_measure\": 18.59290785824345}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 56.22}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_690246dbb967d3e4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_690246dbb967d3e4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6d218fccd95486756e2ac7b8dc4768999dcbbe02 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_690246dbb967d3e4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:46:20.722322+00:00", + "ended_at": "2026-05-04T07:46:33.789973+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_690246dbb967d3e4", + "problem_id": "v2p_n11_4064bee38afb965b", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021.", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.318232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_690246dbb967d3e4.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_690246dbb967d3e4", + "api_calls": 0, + "input_tokens": 22409, + "cached_input_tokens": 2432, + "output_tokens": 188, + "total_tokens": 22597, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2318, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2419, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12986.47, + "sql_execution_elapsed_ms_total": 56.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_690246dbb967d3e4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_690246dbb967d3e4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_690246dbb967d3e4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee19ab2980c20152f09e402eddd88fce58774786 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_690246dbb967d3e4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:46:33.726275+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12986.47, "started_at": "2026-05-04T07:46:20.727259+00:00", "ended_at": "2026-05-04T07:46:33.708733+00:00", "prompt_metrics": {"chars": 7155, "bytes_utf8": 7155, "lines": 228, "estimated_tokens": 2318}, "response_metrics": {"chars": 398, "bytes_utf8": 398, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22409, "cached_input_tokens": 2432, "output_tokens": 188}, "stderr_preview": "2026-05-04T07:46:20.927774Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:46:24.506960Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "predicate_col": "g", + "predicate_op": "=", + "predicate_value": "h", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6a494348ae4d5e90/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6a494348ae4d5e90/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f43b181b86535abbf520ccb59ced0942e24b98bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6a494348ae4d5e90/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-646c-7b92-a862-690ee1427bb2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" = 'h'\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the required template with bound roles group_col=\\\"g\\\", measure_col=\\\"27.7004\\\", and predicate_col=\\\"g\\\". Cast the measure column to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22473,"cached_input_tokens":21888,"output_tokens":179}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6a494348ae4d5e90/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6a494348ae4d5e90/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f5ebb21974a9a480199926c8c9218285a64366c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6a494348ae4d5e90/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"27.7004\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE \"g\" = 'h'\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Used the required template with bound roles group_col=\"g\", measure_col=\"27.7004\", and predicate_col=\"g\". Cast the measure column to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6a494348ae4d5e90/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6a494348ae4d5e90/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12f05c6699b2963e50f6305f7e42df9c426a743e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6a494348ae4d5e90/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:55.128730Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:57.600161Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:06.639977Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6a494348ae4d5e90/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6a494348ae4d5e90/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..38f9d93948ec0b55d5e50e4e82ba2a8db264ebd7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6a494348ae4d5e90/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=27.7004. +Result preview: [{"g": "h", "total_measure": -122304.1983}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6a494348ae4d5e90/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6a494348ae4d5e90/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bdaefe0ff5c3256c63cd9e8ae0318716e2412bd4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6a494348ae4d5e90/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_6a494348ae4d5e90 +-- problem_id: v2p_n11_08f27c998fdd68cf +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("27.7004" AS REAL)) AS total_measure +FROM "n11" +WHERE "g" = 'h' +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6a494348ae4d5e90/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6a494348ae4d5e90/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..438195ede14b2945dff35bc6b1d990f7b00e61f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6a494348ae4d5e90/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"27.7004\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE \"g\" = 'h'\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" = 'h'\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"h\", \"total_measure\": -122304.1983}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.36}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6a494348ae4d5e90/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6a494348ae4d5e90/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0b75092cf5216476ec73097988acf557a6302639 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6a494348ae4d5e90/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:09:54.901056+00:00", + "ended_at": "2026-05-04T08:10:07.346493+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_6a494348ae4d5e90", + "problem_id": "v2p_n11_08f27c998fdd68cf", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "predicate_col": "g", + "predicate_op": "=", + "predicate_value": "h", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=105" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_6a494348ae4d5e90.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6a494348ae4d5e90", + "api_calls": 0, + "input_tokens": 22473, + "cached_input_tokens": 21888, + "output_tokens": 179, + "total_tokens": 22652, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2384, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2496, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12403.21, + "sql_execution_elapsed_ms_total": 8.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_6a494348ae4d5e90\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6a494348ae4d5e90/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6a494348ae4d5e90/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..33a01385b1ff54e4f984a4e77915525d90eed8bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6a494348ae4d5e90/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:07.327564+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12403.21, "started_at": "2026-05-04T08:09:54.904892+00:00", "ended_at": "2026-05-04T08:10:07.308056+00:00", "prompt_metrics": {"chars": 7342, "bytes_utf8": 7342, "lines": 232, "estimated_tokens": 2384}, "response_metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22473, "cached_input_tokens": 21888, "output_tokens": 179}, "stderr_preview": "2026-05-04T08:09:55.128730Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:57.600161Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "predicate_col": "40.092", + "predicate_op": ">=", + "predicate_value": 45.8841, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b059d5bd05ace411b5866f45371182c6824eb30b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df202-decf-7903-b56b-c7319903efd7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"40.092\\\" AS REAL) >= 45.8841\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the required template with bound roles group_col=\\\"g\\\", measure_col=\\\"22.011\\\", and predicate_col=\\\"40.092\\\". Cast text-typed numeric columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22477,"cached_input_tokens":21888,"output_tokens":138}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8efd7a8f6fe80e78d7e744f35de4db176ac157cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"22.011\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"40.092\" AS REAL) >= 45.8841\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the required template with bound roles group_col=\"g\", measure_col=\"22.011\", and predicate_col=\"40.092\". Cast text-typed numeric columns to REAL for SQLite-compatible numeric aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e9d4c05ad7163d974e1f8a82089da3693ed9c11 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:02:47.704070Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:02:50.008261Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:03:01.601784Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecdd0e9608c19ba0180c6e3a7887fddf28fb03de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=22.011. +Result preview: [{"g": "g", "total_measure": 3362.683}, {"g": "h", "total_measure": -8763.1856}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e26e1b3446bdd98c297d015824d3277b3c084ba4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_6abe60a02856630f +-- problem_id: v2p_n11_426d615ebe251b6d +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("22.011" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("40.092" AS REAL) >= 45.8841 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b5978eedc28491fcd80d8b70af5c21d74702eb9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"22.011\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"40.092\" AS REAL) >= 45.8841\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"40.092\\\" AS REAL) >= 45.8841\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 3362.683}, {\"g\": \"h\", \"total_measure\": -8763.1856}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.03}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3c06677d4f582336fcbfdd0af1b3b24835d375a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:02:47.469176+00:00", + "ended_at": "2026-05-04T08:03:02.524027+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_6abe60a02856630f", + "problem_id": "v2p_n11_426d615ebe251b6d", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=22.011.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "predicate_col": "40.092", + "predicate_op": ">=", + "predicate_value": 45.8841, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_6abe60a02856630f.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6abe60a02856630f", + "api_calls": 0, + "input_tokens": 22477, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 22615, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2388, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2510, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14992.28, + "sql_execution_elapsed_ms_total": 13.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_6abe60a02856630f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b654f61eefe39dfa80dae43e7898a826bf197a03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:03:02.496907+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14992.28, "started_at": "2026-05-04T08:02:47.473563+00:00", "ended_at": "2026-05-04T08:03:02.465661+00:00", "prompt_metrics": {"chars": 7346, "bytes_utf8": 7346, "lines": 232, "estimated_tokens": 2388}, "response_metrics": {"chars": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22477, "cached_input_tokens": 21888, "output_tokens": 138}, "stderr_preview": "2026-05-04T08:02:47.704070Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:02:50.008261Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 45.8841\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the required template with bound roles group_col=\\\"g\\\", measure_col=\\\"22.011\\\", and predicate_col=\\\"40.092\\\". Cast text-typed numeric columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..39286eb6948705b90ccb3e667aa2d7784ac13bc8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6abe60a02856630f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6abe60a02856630f", + "api_calls": 0, + "input_tokens": 22477, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 22615, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2388, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2510, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14992.28, + "sql_execution_elapsed_ms_total": 13.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_6abe60a02856630f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f09f5f68ea5aac6f74ddc6419e9eb565b90bf98 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7353, "bytes_utf8": 7353, "lines": 232, "estimated_tokens": 2392}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 508, "bytes_utf8": 508, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22481, "cached_input_tokens": 21888, "output_tokens": 173}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0b7f5a50eb75d214d5b0e8aae0f027889e477642 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6bb600a5c980b4ce", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 173, + "total_tokens": 22654, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 144, + "estimated_total_tokens": 2536, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13580.55, + "sql_execution_elapsed_ms_total": 9.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_6bb600a5c980b4ce\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6ad1362f09639d9a43c21abe7219dff8dd863f13 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:07:00.305125+00:00", + "ended_at": "2026-05-04T08:07:13.885542+00:00", + "elapsed_ms": 13580.55, + "prompt_metrics": { + "chars": 7353, + "bytes_utf8": 7353, + "lines": 232, + "estimated_tokens": 2392 + }, + "stdout_metrics": { + "chars": 846, + "bytes_utf8": 846, + "lines": 4, + "estimated_tokens": 259 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13206 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 508, + "bytes_utf8": 508, + "lines": 1, + "estimated_tokens": 144 + }, + "usage": { + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 173 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..56acdc6c637d4117beb336bd15407ffcbe1c2b9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "predicate_col": "28.7967", + "predicate_op": ">=", + "predicate_value": 70.12685, + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee836869ef3836b970241b18a3667cb15ecaaf0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df206-ba5e-7c92-afd7-431a8a093d44"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"81.8828\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"28.7967\\\" AS REAL) >= 70.12685\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"81.8828\\\", predicate_col=\\\"28.7967\\\", predicate_op=\\\">=\\\", predicate_value=70.12685, top_k=14. Cast text-typed numeric fields to REAL for SQLite-compatible numeric aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22481,"cached_input_tokens":21888,"output_tokens":173}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..001222c3803ff15424e8624fac38194ca813119b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"81.8828\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"28.7967\" AS REAL) >= 70.12685\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 14;","notes":"Used the required template with fixed bindings: group_col=\"g\", measure_col=\"81.8828\", predicate_col=\"28.7967\", predicate_op=\">=\", predicate_value=70.12685, top_k=14. Cast text-typed numeric fields to REAL for SQLite-compatible numeric aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d051ec413a8ace27d405ae753e9883a49bbf8655 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:07:00.489676Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:07:03.344423Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:07:13.103878Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..caac7fa4449fc3573acd694b3da8d5e7591a46f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=81.8828. +Result preview: [{"g": "h", "total_measure": 609154.1351}, {"g": "g", "total_measure": 603571.0733}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..790f50da89f2e3fefb32804c45d8b1c80b7d757f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_6bb600a5c980b4ce +-- problem_id: v2p_n11_6e6efb6be9ddedf1 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("81.8828" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("28.7967" AS REAL) >= 70.12685 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29d2adfca1dbb18c217897b7a29236cb336dc304 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"81.8828\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"28.7967\" AS REAL) >= 70.12685\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"81.8828\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"28.7967\\\" AS REAL) >= 70.12685\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"h\", \"total_measure\": 609154.1351}, {\"g\": \"g\", \"total_measure\": 603571.0733}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.72}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1b4695c8beb2b2d3ea8fabfdf6efae247ebfefff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:07:00.299926+00:00", + "ended_at": "2026-05-04T08:07:13.921818+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_6bb600a5c980b4ce", + "problem_id": "v2p_n11_6e6efb6be9ddedf1", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=81.8828.", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "predicate_col": "28.7967", + "predicate_op": ">=", + "predicate_value": 70.12685, + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_6bb600a5c980b4ce.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6bb600a5c980b4ce", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 173, + "total_tokens": 22654, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 144, + "estimated_total_tokens": 2536, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13580.55, + "sql_execution_elapsed_ms_total": 9.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_6bb600a5c980b4ce\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6aaffea466f50ed038c4d6e2f9b2d15c62fb15ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:07:13.903077+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13580.55, "started_at": "2026-05-04T08:07:00.305125+00:00", "ended_at": "2026-05-04T08:07:13.885542+00:00", "prompt_metrics": {"chars": 7353, "bytes_utf8": 7353, "lines": 232, "estimated_tokens": 2392}, "response_metrics": {"chars": 508, "bytes_utf8": 508, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22481, "cached_input_tokens": 21888, "output_tokens": 173}, "stderr_preview": "2026-05-04T08:07:00.489676Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:07:03.344423Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 70.12685\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"81.8828\\\", predicate_col=\\\"28.7967\\\", predicate_op=\\\">=\\\", predicate_value=70.12685, top_k=14. Cast text-typed numeric fields to REAL for SQLite-compatible numeric aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..07f010a9faa566b0e2ecc2a6cd52036472ce8290 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6bb600a5c980b4ce/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6bb600a5c980b4ce", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 173, + "total_tokens": 22654, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 144, + "estimated_total_tokens": 2536, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13580.55, + "sql_execution_elapsed_ms_total": 9.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_6bb600a5c980b4ce\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a47aeba9299d488c8b923cb88992a3af1db2ce0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6978, "bytes_utf8": 6978, "lines": 226, "estimated_tokens": 2276}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 267, "bytes_utf8": 267, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22367, "cached_input_tokens": 21888, "output_tokens": 87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e47dd72798e727ddbbee6dafdae264e871400b73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6d3301ffad7d3256", + "api_calls": 0, + "input_tokens": 22367, + "cached_input_tokens": 21888, + "output_tokens": 87, + "total_tokens": 22454, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2276, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2347, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10340.15, + "sql_execution_elapsed_ms_total": 16.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_6d3301ffad7d3256\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2b8ab2a6fbca23f5b1810b95cec1ef5106b3e3db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:58:08.387258+00:00", + "ended_at": "2026-05-04T07:58:18.726448+00:00", + "elapsed_ms": 10340.15, + "prompt_metrics": { + "chars": 6978, + "bytes_utf8": 6978, + "lines": 226, + "estimated_tokens": 2276 + }, + "stdout_metrics": { + "chars": 586, + "bytes_utf8": 586, + "lines": 4, + "estimated_tokens": 175 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13234 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 267, + "bytes_utf8": 267, + "lines": 1, + "estimated_tokens": 71 + }, + "usage": { + "input_tokens": 22367, + "cached_input_tokens": 21888, + "output_tokens": 87 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d09863077384b046a9afd7c0b56905466cce50d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "g", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..81c785ac9d0bfc34ee80509cd3ad285dc536c7b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fe-9c78-7cc2-8e6a-5f64315243d4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"g\\\" on the single table \\\"n11\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22367,"cached_input_tokens":21888,"output_tokens":87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96f00a1ecd60944afeee70d84bca374ec6f287ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"g\" on the single table \"n11\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea2850264b59ba07332b9a6275eb724c6ab9e642 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:58:08.567214Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:58:10.987229Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:58:17.588107Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dcebffa13ca3975e3a798ce423c1c3f9af4163d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g. +Result preview: [{"g": "g", "row_count": 12331}, {"g": "h", "row_count": 6688}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2efd049418562315a11cd41eb950c0ee0bbe571 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_6d3301ffad7d3256 +-- problem_id: v2p_n11_72ef35812158bfcc +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ac5d801c6c645cb8b0c08d042f2126e8efe1434a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"g\", \"row_count\"], \"rows\": [{\"g\": \"g\", \"row_count\": 12331}, {\"g\": \"h\", \"row_count\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.41}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2e190f1229ab0aae61f4733898b480419c10ee0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:58:08.382681+00:00", + "ended_at": "2026-05-04T07:58:18.778497+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_6d3301ffad7d3256", + "problem_id": "v2p_n11_72ef35812158bfcc", + "dataset_id": "n11", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "bindings": { + "group_col": "g", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_6d3301ffad7d3256.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6d3301ffad7d3256", + "api_calls": 0, + "input_tokens": 22367, + "cached_input_tokens": 21888, + "output_tokens": 87, + "total_tokens": 22454, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2276, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2347, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10340.15, + "sql_execution_elapsed_ms_total": 16.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_6d3301ffad7d3256\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d29db4760c003d9a1f76e2bc2bd09291058bf242 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6d3301ffad7d3256/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:58:18.750945+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10340.15, "started_at": "2026-05-04T07:58:08.387258+00:00", "ended_at": "2026-05-04T07:58:18.726448+00:00", "prompt_metrics": {"chars": 6978, "bytes_utf8": 6978, "lines": 226, "estimated_tokens": 2276}, "response_metrics": {"chars": 267, "bytes_utf8": 267, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22367, "cached_input_tokens": 21888, "output_tokens": 87}, "stderr_preview": "2026-05-04T07:58:08.567214Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:58:10.987229Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6fefd6e0cce8f3eb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6fefd6e0cce8f3eb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..efbc5710fd96e38bfd4695aede7c33c8cac588ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6fefd6e0cce8f3eb/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_6fefd6e0cce8f3eb\n-- problem_id: v2p_n11_a20d237fcd6d5290\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"16.0021\",\n COUNT(*) AS support,\n AVG(\"0.3918\") AS avg_response\nFROM \"n11\"\nGROUP BY \"16.0021\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_6fefd6e0cce8f3eb\\n-- problem_id: v2p_n11_a20d237fcd6d5290\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"16.0021\\\",\\n COUNT(*) AS support,\\n AVG(\\\"0.3918\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"16.0021\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"16.0021\", \"support\", \"avg_response\"], \"rows\": [{\"16.0021\": \"0\", \"support\": 98, \"avg_response\": 0.7380500000000001}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 25.56}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6fefd6e0cce8f3eb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6fefd6e0cce8f3eb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1c90a7688d5ca890d0b666471a8c50517bd76039 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6fefd6e0cce8f3eb/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.006848+00:00", + "ended_at": "2026-05-04T08:16:37.036141+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_6fefd6e0cce8f3eb", + "problem_id": "v2p_n11_a20d237fcd6d5290", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=0.3918, key_col=16.0021.", + "bindings": { + "key_col": "16.0021", + "measure_col": "0.3918", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_6fefd6e0cce8f3eb.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6fefd6e0cce8f3eb/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6fefd6e0cce8f3eb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_6fefd6e0cce8f3eb/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d2a733a116967e1f9883b202ebb083d4a46e472 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7390, "bytes_utf8": 7390, "lines": 228, "estimated_tokens": 2382}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 502, "bytes_utf8": 502, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 22471, "cached_input_tokens": 21888, "output_tokens": 179}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ab5dc8a151ff4aa22dceaf6464fc72bfcde0b318 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_700bfd4039e082f5", + "api_calls": 0, + "input_tokens": 22471, + "cached_input_tokens": 21888, + "output_tokens": 179, + "total_tokens": 22650, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2382, + "estimated_output_tokens": 127, + "estimated_total_tokens": 2509, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12929.67, + "sql_execution_elapsed_ms_total": 13.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_700bfd4039e082f5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d9b6d48b22d0c6168e910c178752c2637f7d0388 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:10:21.843041+00:00", + "ended_at": "2026-05-04T08:10:34.772395+00:00", + "elapsed_ms": 12929.67, + "prompt_metrics": { + "chars": 7390, + "bytes_utf8": 7390, + "lines": 228, + "estimated_tokens": 2382 + }, + "stdout_metrics": { + "chars": 839, + "bytes_utf8": 839, + "lines": 4, + "estimated_tokens": 240 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13157 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 502, + "bytes_utf8": 502, + "lines": 1, + "estimated_tokens": 127 + }, + "usage": { + "input_tokens": 22471, + "cached_input_tokens": 21888, + "output_tokens": 179 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3fd89708c33a11c3a9f3bdf7b5d0fc8a52b523e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_tpch_max_aggregate_winner", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc2a70b34d0f339fec0d8f3d32686a39ba8e58e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-cd9d-7060-b649-83d5a6661277"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"40.092\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the provided Max Aggregate Winner Selection template with group_col=\\\"g\\\" and measure_col=\\\"40.092\\\". Cast the TEXT measure column to REAL for SQLite-compatible numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22471,"cached_input_tokens":21888,"output_tokens":179}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bccdf651d2d8ae20e07324faf87c4aa8ab6cacea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"40.092\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"g\";","notes":"Used the provided Max Aggregate Winner Selection template with group_col=\"g\" and measure_col=\"40.092\". Cast the TEXT measure column to REAL for SQLite-compatible numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1c79a0091297a296b65fb0d017fdddfacec0153 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:22.227424Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:24.730719Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:34.007923Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..928fa4be26bc835744a31d0dbe63ca965f48f960 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=40.092. +Result preview: [{"g": "h", "total_measure": 294173.2397}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..15bdec6b28f58dfc9e6d311a1677fe62753c27c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n11_700bfd4039e082f5 +-- problem_id: v2p_n11_2989fd30ea0d8a8e +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("40.092" AS REAL)) AS total_measure + FROM "n11" + GROUP BY "g" +) +SELECT "g", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "g"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f3651326b068e6967f844759e0b638bd1af7046 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"40.092\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"40.092\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"h\", \"total_measure\": 294173.2397}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.71}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..60dd5a8c1973dbd01009232fc862375c861afdb4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:10:21.839134+00:00", + "ended_at": "2026-05-04T08:10:34.808991+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_700bfd4039e082f5", + "problem_id": "v2p_n11_2989fd30ea0d8a8e", + "dataset_id": "n11", + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=40.092.", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_700bfd4039e082f5.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_700bfd4039e082f5", + "api_calls": 0, + "input_tokens": 22471, + "cached_input_tokens": 21888, + "output_tokens": 179, + "total_tokens": 22650, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2382, + "estimated_output_tokens": 127, + "estimated_total_tokens": 2509, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12929.67, + "sql_execution_elapsed_ms_total": 13.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_700bfd4039e082f5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf18d4f5c1ffb377a272c036ae3a9233d249bdac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_700bfd4039e082f5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:34.790075+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12929.67, "started_at": "2026-05-04T08:10:21.843041+00:00", "ended_at": "2026-05-04T08:10:34.772395+00:00", "prompt_metrics": {"chars": 7390, "bytes_utf8": 7390, "lines": 228, "estimated_tokens": 2382}, "response_metrics": {"chars": 502, "bytes_utf8": 502, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 22471, "cached_input_tokens": 21888, "output_tokens": 179}, "stderr_preview": "2026-05-04T08:10:22.227424Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:24.730719Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7044511c4039fe47/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7044511c4039fe47/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3eb93c0ca0d1e472fd27856ea6e3d3291eae038a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7044511c4039fe47/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_7044511c4039fe47\n-- problem_id: v2p_n11_3180eb331ba8381d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"81.8828\",\n COUNT(*) AS support,\n AVG(\"16.0021\") AS avg_response\nFROM \"n11\"\nGROUP BY \"81.8828\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_7044511c4039fe47\\n-- problem_id: v2p_n11_3180eb331ba8381d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"81.8828\\\",\\n COUNT(*) AS support,\\n AVG(\\\"16.0021\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"81.8828\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"81.8828\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7044511c4039fe47/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7044511c4039fe47/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8df4fd8d25c4d71903c73432654a7f0f9e88b5d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7044511c4039fe47/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.817958+00:00", + "ended_at": "2026-05-04T08:16:37.844332+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_7044511c4039fe47", + "problem_id": "v2p_n11_3180eb331ba8381d", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=16.0021, key_col=81.8828.", + "bindings": { + "key_col": "81.8828", + "measure_col": "16.0021", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=34", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 34, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_7044511c4039fe47.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7044511c4039fe47/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7044511c4039fe47/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7044511c4039fe47/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_714de7e05d1f064a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_714de7e05d1f064a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b0c12b6a0e78a5ea57b2b31feedf2feb78dbf63 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_714de7e05d1f064a/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"2.6449": "2.1508", "support": 27, "avg_response": 8.264444444444445}, {"2.6449": "2.1287", "support": 24, "avg_response": 8.389241666666667}, {"2.6449": "2.0774", "support": 24, "avg_response": 8.091079166666667}, {"2.6449": "2.1319", "support": 23, "avg_response": 7.857678260869565}, {"2.6449": "2.3139", "support": 22, "avg_response": 10.012531818181818}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_714de7e05d1f064a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_714de7e05d1f064a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5934e525791af2437bb96369bdd8425383950f41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_714de7e05d1f064a/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_714de7e05d1f064a +-- problem_id: v2p_n11_b76ec1d002235dc4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "2.6449", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "2.6449" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_714de7e05d1f064a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_714de7e05d1f064a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a580efb71b3227d169d3c462448ba140e7ae5f2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_714de7e05d1f064a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_714de7e05d1f064a\n-- problem_id: v2p_n11_b76ec1d002235dc4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"2.6449\",\n COUNT(*) AS support,\n AVG(\"16.0021\") AS avg_response\nFROM \"n11\"\nGROUP BY \"2.6449\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_714de7e05d1f064a\\n-- problem_id: v2p_n11_b76ec1d002235dc4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"2.6449\\\",\\n COUNT(*) AS support,\\n AVG(\\\"16.0021\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"2.6449\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"2.6449\", \"support\", \"avg_response\"], \"rows\": [{\"2.6449\": \"2.1508\", \"support\": 27, \"avg_response\": 8.264444444444445}, {\"2.6449\": \"2.1287\", \"support\": 24, \"avg_response\": 8.389241666666667}, {\"2.6449\": \"2.0774\", \"support\": 24, \"avg_response\": 8.091079166666667}, {\"2.6449\": \"2.1319\", \"support\": 23, \"avg_response\": 7.857678260869565}, {\"2.6449\": \"2.3139\", \"support\": 22, \"avg_response\": 10.012531818181818}, {\"2.6449\": \"2.1351\", \"support\": 22, \"avg_response\": 9.763181818181819}, {\"2.6449\": \"2.1414\", \"support\": 22, \"avg_response\": 6.673763636363637}, {\"2.6449\": \"2.3936\", \"support\": 21, \"avg_response\": 12.007552380952381}, {\"2.6449\": \"2.29\", \"support\": 21, \"avg_response\": 10.15160476190476}, {\"2.6449\": \"2.5315\", \"support\": 20, \"avg_response\": 13.130410000000001}, {\"2.6449\": \"2.3589\", \"support\": 20, \"avg_response\": 12.454765}, {\"2.6449\": \"2.3483\", \"support\": 20, \"avg_response\": 10.961155}, {\"2.6449\": \"2.1717\", \"support\": 20, \"avg_response\": 8.545365}, {\"2.6449\": \"2.4526\", \"support\": 19, \"avg_response\": 13.782947368421052}, {\"2.6449\": \"2.3454\", \"support\": 19, \"avg_response\": 12.300457894736843}, {\"2.6449\": \"2.4158\", \"support\": 19, \"avg_response\": 12.291494736842106}, {\"2.6449\": \"2.4914\", \"support\": 19, \"avg_response\": 12.131636842105264}, {\"2.6449\": \"2.2504\", \"support\": 19, \"avg_response\": 11.156815789473685}, {\"2.6449\": \"2.1189\", \"support\": 19, \"avg_response\": 9.076068421052632}, {\"2.6449\": \"2.0881\", \"support\": 19, \"avg_response\": 8.622526315789473}, {\"2.6449\": \"2.2\", \"support\": 19, \"avg_response\": 6.816436842105264}, {\"2.6449\": \"2.3664\", \"support\": 18, \"avg_response\": 13.006377777777779}, {\"2.6449\": \"2.4541\", \"support\": 18, \"avg_response\": 12.991305555555556}, {\"2.6449\": \"2.3531\", \"support\": 18, \"avg_response\": 12.450822222222222}, {\"2.6449\": \"2.3493\", \"support\": 18, \"avg_response\": 12.175611111111111}, {\"2.6449\": \"2.3927\", \"support\": 18, \"avg_response\": 11.570033333333335}, {\"2.6449\": \"2.2625\", \"support\": 18, \"avg_response\": 10.3319}, {\"2.6449\": \"2.2672\", \"support\": 18, \"avg_response\": 10.074127777777777}, {\"2.6449\": \"2.1569\", \"support\": 18, \"avg_response\": 9.570622222222221}, {\"2.6449\": \"2.1658\", \"support\": 18, \"avg_response\": 9.407966666666667}, {\"2.6449\": \"2.1383\", \"support\": 18, \"avg_response\": 8.157433333333334}, {\"2.6449\": \"2.0986\", \"support\": 18, \"avg_response\": 7.9574444444444445}, {\"2.6449\": \"2.1538\", \"support\": 18, \"avg_response\": 7.955400000000001}, {\"2.6449\": \"2.1222\", \"support\": 18, \"avg_response\": 6.6558}, {\"2.6449\": \"2.4362\", \"support\": 17, \"avg_response\": 13.841576470588237}, {\"2.6449\": \"2.4609\", \"support\": 17, \"avg_response\": 13.092964705882352}, {\"2.6449\": \"2.4955\", \"support\": 17, \"avg_response\": 12.894129411764705}, {\"2.6449\": \"2.2601\", \"support\": 17, \"avg_response\": 10.83010588235294}, {\"2.6449\": \"2.238\", \"support\": 17, \"avg_response\": 10.531923529411765}, {\"2.6449\": \"2.2553\", \"support\": 17, \"avg_response\": 10.46644705882353}, {\"2.6449\": \"2.2889\", \"support\": 17, \"avg_response\": 10.40999411764706}, {\"2.6449\": \"2.3032\", \"support\": 17, \"avg_response\": 10.222411764705882}, {\"2.6449\": \"2.3064\", \"support\": 17, \"avg_response\": 10.116900000000001}, {\"2.6449\": \"2.2529\", \"support\": 17, \"avg_response\": 10.055211764705883}, {\"2.6449\": \"2.2148\", \"support\": 17, \"avg_response\": 9.739888235294117}, {\"2.6449\": \"2.2577\", \"support\": 17, \"avg_response\": 9.730517647058823}, {\"2.6449\": \"2.1123\", \"support\": 17, \"avg_response\": 9.412523529411764}, {\"2.6449\": \"2.2405\", \"support\": 17, \"avg_response\": 9.011082352941177}, {\"2.6449\": \"2.0846\", \"support\": 17, \"avg_response\": 8.948294117647059}, {\"2.6449\": \"2.1599\", \"support\": 17, \"avg_response\": 7.89204705882353}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 25.51}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_714de7e05d1f064a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_714de7e05d1f064a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eb8d847d6c8242a8f22fbae4202b4df103728aca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_714de7e05d1f064a/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.066640+00:00", + "ended_at": "2026-05-04T08:16:37.095597+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_714de7e05d1f064a", + "problem_id": "v2p_n11_b76ec1d002235dc4", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=16.0021, key_col=2.6449.", + "bindings": { + "key_col": "2.6449", + "measure_col": "16.0021", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_714de7e05d1f064a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_714de7e05d1f064a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_714de7e05d1f064a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_714de7e05d1f064a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f573d7e82870b96d2ee6bc0a348f24309fc2c220 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 231, "estimated_tokens": 2509}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 611, "bytes_utf8": 611, "lines": 1, "estimated_tokens": 165}, "usage": {"input_tokens": 22600, "cached_input_tokens": 19840, "output_tokens": 255}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..702214a90e38d8fd481e12fffde3f68d07f5564e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_71e484d9e2f7d5ea", + "api_calls": 0, + "input_tokens": 22600, + "cached_input_tokens": 19840, + "output_tokens": 255, + "total_tokens": 22855, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2509, + "estimated_output_tokens": 165, + "estimated_total_tokens": 2674, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13065.04, + "sql_execution_elapsed_ms_total": 11.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_71e484d9e2f7d5ea\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..22e3f4a5df94518a49f674e1d33ec31987e9b873 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:41:59.533965+00:00", + "ended_at": "2026-05-04T07:42:12.599174+00:00", + "elapsed_ms": 13065.04, + "prompt_metrics": { + "chars": 7861, + "bytes_utf8": 7861, + "lines": 231, + "estimated_tokens": 2509 + }, + "stdout_metrics": { + "chars": 946, + "bytes_utf8": 946, + "lines": 4, + "estimated_tokens": 275 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13214 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 611, + "bytes_utf8": 611, + "lines": 1, + "estimated_tokens": 165 + }, + "usage": { + "input_tokens": 22600, + "cached_input_tokens": 19840, + "output_tokens": 255 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..914a058c949fa2eeeb8681d5ea3d78eac5c79edc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..206574a79d9c774afa027b739625eb0c48157502 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ef-d40a-7702-b730-cd6e34a03068"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the required grouped ratio template with both group_col and condition_col bound to \\\"g\\\"; NULLIF avoids division by zero for groups without 'h' rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22600,"cached_input_tokens":19840,"output_tokens":255}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17a8a81fcc34c53ae03b8d4db1e32dfbf631897d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the required grouped ratio template with both group_col and condition_col bound to \"g\"; NULLIF avoids division by zero for groups without 'h' rows."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd467d86d7de30ccd707871bb4ffabfc68ea5dc4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:41:59.763992Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:42:02.148974Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:42:11.635371Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..486867437eec74260de79f2bfaafd901c8bdc942 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_ratio": 0.0}, {"g": "g", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7e66cb3e15e918de4d59f8e47a192c13ebfe5d90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_71e484d9e2f7d5ea +-- problem_id: v2p_n11_ade7d23f6552d668 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b77628e89eb46d63009745042c62d983ea44bc5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"g\", \"condition_ratio\"], \"rows\": [{\"g\": \"h\", \"condition_ratio\": 0.0}, {\"g\": \"g\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.81}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..541ad0b621052d9a280d8ea07dd576609e97e902 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:41:59.529749+00:00", + "ended_at": "2026-05-04T07:42:12.639293+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_71e484d9e2f7d5ea", + "problem_id": "v2p_n11_ade7d23f6552d668", + "dataset_id": "n11", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_71e484d9e2f7d5ea.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_71e484d9e2f7d5ea", + "api_calls": 0, + "input_tokens": 22600, + "cached_input_tokens": 19840, + "output_tokens": 255, + "total_tokens": 22855, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2509, + "estimated_output_tokens": 165, + "estimated_total_tokens": 2674, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13065.04, + "sql_execution_elapsed_ms_total": 11.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_71e484d9e2f7d5ea\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f103b3b8b187224604ac8b5816a62d902ec45ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:42:12.619837+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13065.04, "started_at": "2026-05-04T07:41:59.533965+00:00", "ended_at": "2026-05-04T07:42:12.599174+00:00", "prompt_metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 231, "estimated_tokens": 2509}, "response_metrics": {"chars": 611, "bytes_utf8": 611, "lines": 1, "estimated_tokens": 165}, "usage": {"input_tokens": 22600, "cached_input_tokens": 19840, "output_tokens": 255}, "stderr_preview": "2026-05-04T07:41:59.763992Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:42:02.148974Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_727f54cc8b6ec29a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_727f54cc8b6ec29a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..57af7c2ad8bef5271a01f5ae03b430406abc8ccb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_727f54cc8b6ec29a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_727f54cc8b6ec29a\n-- problem_id: v2p_n11_a9e0201fc24dcebc\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"81.8828\",\n COUNT(*) AS support,\n AVG(\"28.7967\") AS avg_response\nFROM \"n11\"\nGROUP BY \"81.8828\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_727f54cc8b6ec29a\\n-- problem_id: v2p_n11_a9e0201fc24dcebc\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"81.8828\\\",\\n COUNT(*) AS support,\\n AVG(\\\"28.7967\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"81.8828\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"81.8828\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.6}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_727f54cc8b6ec29a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_727f54cc8b6ec29a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..04e132a388239332487dfc367d152ada8dc35842 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_727f54cc8b6ec29a/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.788464+00:00", + "ended_at": "2026-05-04T08:16:37.813693+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_727f54cc8b6ec29a", + "problem_id": "v2p_n11_a9e0201fc24dcebc", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=28.7967, key_col=81.8828.", + "bindings": { + "key_col": "81.8828", + "measure_col": "28.7967", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=33", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 33, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_727f54cc8b6ec29a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_727f54cc8b6ec29a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_727f54cc8b6ec29a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_727f54cc8b6ec29a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..294f8cd57c29bb107803f23fe5d0538667e5f41c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7525, "bytes_utf8": 7525, "lines": 232, "estimated_tokens": 2452}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 572, "bytes_utf8": 572, "lines": 1, "estimated_tokens": 156}, "usage": {"input_tokens": 22543, "cached_input_tokens": 2432, "output_tokens": 172}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..282a829789c511cadc2fc3e8c3b1cc6ebc3be062 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_733c42a8e4902a4c", + "api_calls": 0, + "input_tokens": 22543, + "cached_input_tokens": 2432, + "output_tokens": 172, + "total_tokens": 22715, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2452, + "estimated_output_tokens": 156, + "estimated_total_tokens": 2608, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13040.66, + "sql_execution_elapsed_ms_total": 21.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_733c42a8e4902a4c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..97a08a73bb909a8caddf38bb28dee2b7baed5854 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:49:08.241108+00:00", + "ended_at": "2026-05-04T07:49:21.281380+00:00", + "elapsed_ms": 13040.66, + "prompt_metrics": { + "chars": 7525, + "bytes_utf8": 7525, + "lines": 232, + "estimated_tokens": 2452 + }, + "stdout_metrics": { + "chars": 896, + "bytes_utf8": 896, + "lines": 4, + "estimated_tokens": 270 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13216 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 572, + "bytes_utf8": 572, + "lines": 1, + "estimated_tokens": 156 + }, + "usage": { + "input_tokens": 22543, + "cached_input_tokens": 2432, + "output_tokens": 172 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c17d379426b49ad54cf63b83eb833804764be3cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=0.3918.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "0.3918", + "band_col": "0.3918", + "band_cut_1": 0.273, + "band_cut_2": 0.4424, + "lower_bound": 0.273, + "upper_bound": 0.4424, + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a26d99a896c3d7205c98cfa353d0b2f207e42f25 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f6-5e94-7b82-86a4-54c6d164f2e9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"0.3918\\\" AS REAL) < 0.273 THEN 'low'\\n WHEN CAST(\\\"0.3918\\\" AS REAL) < 0.4424 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"0.3918\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required binned numeric group average template with both band_col and measure_col bound to \\\"0.3918\\\". CAST to REAL was added because the SQLite schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22543,"cached_input_tokens":2432,"output_tokens":172}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6898ed3094b876fa78835ede09055ea06912fc22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"0.3918\" AS REAL) < 0.273 THEN 'low'\n WHEN CAST(\"0.3918\" AS REAL) < 0.4424 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"0.3918\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Used the required binned numeric group average template with both band_col and measure_col bound to \"0.3918\". CAST to REAL was added because the SQLite schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45e3a2d9886c9bbe1123c27d244d5d105dcd7340 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:49:08.431650Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:49:11.086313Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:49:20.406007Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..267a6759e474a9460ef01451837e99134d31e164 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=0.3918. +Result preview: [{"band_bucket": "high", "avg_measure": 0.59212942812983}, {"band_bucket": "mid", "avg_measure": 0.3534695887790883}, {"band_bucket": "low", "avg_measure": 0.1887941832669323}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a804ec2e82525dc27bada6e206c35c93946d17b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n11_733c42a8e4902a4c +-- problem_id: v2p_n11_22c0998e3bdec205 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("0.3918" AS REAL) < 0.273 THEN 'low' + WHEN CAST("0.3918" AS REAL) < 0.4424 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("0.3918" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1cb8f78c4f035914de7fb28d51d1ac7266a7fcef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"0.3918\" AS REAL) < 0.273 THEN 'low'\n WHEN CAST(\"0.3918\" AS REAL) < 0.4424 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"0.3918\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"0.3918\\\" AS REAL) < 0.273 THEN 'low'\\n WHEN CAST(\\\"0.3918\\\" AS REAL) < 0.4424 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"0.3918\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 0.59212942812983}, {\"band_bucket\": \"mid\", \"avg_measure\": 0.3534695887790883}, {\"band_bucket\": \"low\", \"avg_measure\": 0.1887941832669323}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.42}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..de8e47f805268661f9ffa159c5d9bd890ac86f40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:49:08.236389+00:00", + "ended_at": "2026-05-04T07:49:21.330020+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_733c42a8e4902a4c", + "problem_id": "v2p_n11_22c0998e3bdec205", + "dataset_id": "n11", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=0.3918.", + "bindings": { + "measure_col": "0.3918", + "band_col": "0.3918", + "band_cut_1": 0.273, + "band_cut_2": 0.4424, + "lower_bound": 0.273, + "upper_bound": 0.4424, + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=43" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_733c42a8e4902a4c.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_733c42a8e4902a4c", + "api_calls": 0, + "input_tokens": 22543, + "cached_input_tokens": 2432, + "output_tokens": 172, + "total_tokens": 22715, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2452, + "estimated_output_tokens": 156, + "estimated_total_tokens": 2608, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13040.66, + "sql_execution_elapsed_ms_total": 21.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_733c42a8e4902a4c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b013d12e08403c3757f1de9c677fb20f0f96d25 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_733c42a8e4902a4c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:49:21.300873+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13040.66, "started_at": "2026-05-04T07:49:08.241108+00:00", "ended_at": "2026-05-04T07:49:21.281380+00:00", "prompt_metrics": {"chars": 7525, "bytes_utf8": 7525, "lines": 232, "estimated_tokens": 2452}, "response_metrics": {"chars": 572, "bytes_utf8": 572, "lines": 1, "estimated_tokens": 156}, "usage": {"input_tokens": 22543, "cached_input_tokens": 2432, "output_tokens": 172}, "stderr_preview": "2026-05-04T07:49:08.431650Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:49:11.086313Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=0.3918.", + "planned_template_id": "tpl_m4_median_filtered_numeric", + "bindings": { + "measure_col": "0.3918", + "predicate_col": "81.8828", + "predicate_op": ">=", + "predicate_value": 240.56455, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..59d45e71e26962b7af6b10e6e6372c8e37debf47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f8-67b4-7422-a6d0-c76954b339c8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"0.3918\\\" AS REAL) AS \\\"0.3918\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"0.3918\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n11\\\"\\n WHERE CAST(\\\"81.8828\\\" AS REAL) >= 240.56455\\n)\\nSELECT AVG(\\\"0.3918\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Applied the requested template with measure_col=\\\"0.3918\\\" and predicate_col=\\\"81.8828\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22559,"cached_input_tokens":21888,"output_tokens":216}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84b910b60c881b67c535ad77634f9096d7802f86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"0.3918\" AS REAL) AS \"0.3918\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"0.3918\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n11\"\n WHERE CAST(\"81.8828\" AS REAL) >= 240.56455\n)\nSELECT AVG(\"0.3918\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;","notes":"Applied the requested template with measure_col=\"0.3918\" and predicate_col=\"81.8828\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb9e3483f09364633d7c06dc45f308b0f44de985 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:51:21.835649Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:51:24.235417Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:51:34.804944Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..93bbd723c55fbfeb51950197d98419c3c844970e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=0.3918. +Result preview: [{"median_measure": 0.2429}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ae1beea42e539d8fd29f61796d8a9e351d97923a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n11_739e24f9750f2c9f +-- problem_id: v2p_n11_90aec753c050ca2d +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("0.3918" AS REAL) AS "0.3918", + ROW_NUMBER() OVER (ORDER BY CAST("0.3918" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n11" + WHERE CAST("81.8828" AS REAL) >= 240.56455 +) +SELECT AVG("0.3918") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a089d1406de32cd8b148a9db09996fddb19fa94c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"0.3918\" AS REAL) AS \"0.3918\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"0.3918\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n11\"\n WHERE CAST(\"81.8828\" AS REAL) >= 240.56455\n)\nSELECT AVG(\"0.3918\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", "result": "{\"query\": \"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"0.3918\\\" AS REAL) AS \\\"0.3918\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"0.3918\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n11\\\"\\n WHERE CAST(\\\"81.8828\\\" AS REAL) >= 240.56455\\n)\\nSELECT AVG(\\\"0.3918\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\", \"columns\": [\"median_measure\"], \"rows\": [{\"median_measure\": 0.2429}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.6}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1e4375b5e2bc084944c46d523b206b52307b895d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:51:21.658233+00:00", + "ended_at": "2026-05-04T07:51:35.568657+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_739e24f9750f2c9f", + "problem_id": "v2p_n11_90aec753c050ca2d", + "dataset_id": "n11", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=0.3918.", + "bindings": { + "measure_col": "0.3918", + "predicate_col": "81.8828", + "predicate_op": ">=", + "predicate_value": 240.56455, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_739e24f9750f2c9f.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_739e24f9750f2c9f", + "api_calls": 0, + "input_tokens": 22559, + "cached_input_tokens": 21888, + "output_tokens": 216, + "total_tokens": 22775, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2468, + "estimated_output_tokens": 185, + "estimated_total_tokens": 2653, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13851.02, + "sql_execution_elapsed_ms_total": 23.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_739e24f9750f2c9f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ade412c40859637ff2328e38044b5664d3505108 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:51:35.535906+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13851.02, "started_at": "2026-05-04T07:51:21.663548+00:00", "ended_at": "2026-05-04T07:51:35.512374+00:00", "prompt_metrics": {"chars": 7662, "bytes_utf8": 7662, "lines": 230, "estimated_tokens": 2468}, "response_metrics": {"chars": 634, "bytes_utf8": 634, "lines": 1, "estimated_tokens": 185}, "usage": {"input_tokens": 22559, "cached_input_tokens": 21888, "output_tokens": 216}, "stderr_preview": "2026-05-04T07:51:21.835649Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:51:24.235417Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 240.56455\\n)\\nSELECT AVG(\\\"0.3918\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Applied the requested template with measure_col=\\\"0.3918\\\" and predicate_col=\\\"81.8828\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5bfa38848605d9a5908fbbda1a14011c6f020605 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_739e24f9750f2c9f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_739e24f9750f2c9f", + "api_calls": 0, + "input_tokens": 22559, + "cached_input_tokens": 21888, + "output_tokens": 216, + "total_tokens": 22775, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2468, + "estimated_output_tokens": 185, + "estimated_total_tokens": 2653, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13851.02, + "sql_execution_elapsed_ms_total": 23.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_739e24f9750f2c9f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7149f9d4f542c773f0f860c91efdfa495b212fff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7292, "bytes_utf8": 7292, "lines": 231, "estimated_tokens": 2361}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 364, "bytes_utf8": 364, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 22452, "cached_input_tokens": 19840, "output_tokens": 110}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0ae0b8eee5b25cc6582f3d370202f46186e0ef34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_7436303fd523fc67", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 110, + "total_tokens": 22562, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 95, + "estimated_total_tokens": 2456, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12966.39, + "sql_execution_elapsed_ms_total": 11.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_7436303fd523fc67\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..be1dae373fd470010791d8d66160f9280df9f725 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:38:28.443017+00:00", + "ended_at": "2026-05-04T07:38:41.409414+00:00", + "elapsed_ms": 12966.39, + "prompt_metrics": { + "chars": 7292, + "bytes_utf8": 7292, + "lines": 231, + "estimated_tokens": 2361 + }, + "stdout_metrics": { + "chars": 689, + "bytes_utf8": 689, + "lines": 4, + "estimated_tokens": 204 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13201 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 364, + "bytes_utf8": 364, + "lines": 1, + "estimated_tokens": 95 + }, + "usage": { + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 110 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cec995bdcd55ac0c3082bda967eb00aaed082147 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1969006ecc421d03c5d67ae45eb06d23086b489 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ec-9b7f-7d13-8f67-54cfb95374c1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\" exactly as bound. Identifier quoting is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22452,"cached_input_tokens":19840,"output_tokens":110}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73a74afa3ebfd0aa75ca6a0620336cd0ac076c5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\" exactly as bound. Identifier quoting is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d23e917eb1e799fa1b4233ad4f59ef077a439b22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:38:28.713657Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:38:31.034244Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:38:40.526772Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4ca1d2affec56b5fcbeff543c85653e57b6e0bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "g", "condition_rate": 1.0}, {"g": "h", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..891e236ac927d23cce2d368414aae1af35dd3aac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_7436303fd523fc67 +-- problem_id: v2p_n11_b4ba8ad28c57f2af +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9d8f1399ba3a350381772f65c72587b90d37d3b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"g\", \"condition_rate\": 1.0}, {\"g\": \"h\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ce91ed9aa09e57e4701d6ea146ff48c1552a8423 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:38:28.432064+00:00", + "ended_at": "2026-05-04T07:38:41.448177+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_7436303fd523fc67", + "problem_id": "v2p_n11_b4ba8ad28c57f2af", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=1" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_7436303fd523fc67.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_7436303fd523fc67", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 110, + "total_tokens": 22562, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 95, + "estimated_total_tokens": 2456, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12966.39, + "sql_execution_elapsed_ms_total": 11.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_7436303fd523fc67\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06eec31640499cfabe6fb2e3efe30dac621fe638 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7436303fd523fc67/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:38:41.426547+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12966.39, "started_at": "2026-05-04T07:38:28.443017+00:00", "ended_at": "2026-05-04T07:38:41.409414+00:00", "prompt_metrics": {"chars": 7292, "bytes_utf8": 7292, "lines": 231, "estimated_tokens": 2361}, "response_metrics": {"chars": 364, "bytes_utf8": 364, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 22452, "cached_input_tokens": 19840, "output_tokens": 110}, "stderr_preview": "2026-05-04T07:38:28.713657Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:38:31.034244Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "predicate_col": "22.011", + "predicate_op": ">=", + "predicate_value": 35.8441, + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee69a1e752a90ef355d9a2291a4b137df6927154 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-3511-77c3-a44d-5c483e968daf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"22.011\\\" AS REAL) >= 35.8441\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"27.7004\\\", predicate_col=\\\"22.011\\\", predicate_op=>=, predicate_value=35.8441, top_k=10. Cast measure and predicate columns to REAL because the SQLite schema stores them as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22480,"cached_input_tokens":21888,"output_tokens":157}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfcf7ac84e4c53e97afb5a34499a2d302e53b055 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"27.7004\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"22.011\" AS REAL) >= 35.8441\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Used the required template with fixed bindings: group_col=\"g\", measure_col=\"27.7004\", predicate_col=\"22.011\", predicate_op=>=, predicate_value=35.8441, top_k=10. Cast measure and predicate columns to REAL because the SQLite schema stores them as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a5438f9ce89b98fb8781702227a9ea030e70bc8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:43.007053Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:45.464300Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:54.035776Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8a686b481356a0c9df5cbc4a74cf5a4f2b121d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004. +Result preview: [{"g": "g", "total_measure": 16603.1571}, {"g": "h", "total_measure": -23960.198}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b69045319d359834b85dc27bd0730cc4648f753 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_794b40d893405c53 +-- problem_id: v2p_n11_5878dee2de17348f +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("27.7004" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("22.011" AS REAL) >= 35.8441 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a9e3e64b37f4fafc438867b4d9c9758a06d7879 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"27.7004\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"22.011\" AS REAL) >= 35.8441\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"22.011\\\" AS REAL) >= 35.8441\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 16603.1571}, {\"g\": \"h\", \"total_measure\": -23960.198}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.56}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..48fe52b7a76fc3a3ed2a258ece6f2e8dd4b8d857 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:09:42.765623+00:00", + "ended_at": "2026-05-04T08:09:54.897939+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_794b40d893405c53", + "problem_id": "v2p_n11_5878dee2de17348f", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "predicate_col": "22.011", + "predicate_op": ">=", + "predicate_value": 35.8441, + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=105" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_794b40d893405c53.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_794b40d893405c53", + "api_calls": 0, + "input_tokens": 22480, + "cached_input_tokens": 21888, + "output_tokens": 157, + "total_tokens": 22637, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2391, + "estimated_output_tokens": 141, + "estimated_total_tokens": 2532, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12093.8, + "sql_execution_elapsed_ms_total": 10.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_794b40d893405c53\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5146880083de7174144ded69275875ea25d4ebf0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:54.880822+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12093.8, "started_at": "2026-05-04T08:09:42.769692+00:00", "ended_at": "2026-05-04T08:09:54.862503+00:00", "prompt_metrics": {"chars": 7350, "bytes_utf8": 7350, "lines": 232, "estimated_tokens": 2391}, "response_metrics": {"chars": 494, "bytes_utf8": 494, "lines": 1, "estimated_tokens": 141}, "usage": {"input_tokens": 22480, "cached_input_tokens": 21888, "output_tokens": 157}, "stderr_preview": "2026-05-04T08:09:43.007053Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:45.464300Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 35.8441\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"27.7004\\\", predicate_col=\\\"22.011\\\", predicate_op=>=, predicate_value=35.8441, top_k=10. Cast measure and predicate columns to REAL because the SQLite schema stores them as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f1d16604af7f2975971c6a96cd5177c2ff68364a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_794b40d893405c53/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_794b40d893405c53", + "api_calls": 0, + "input_tokens": 22480, + "cached_input_tokens": 21888, + "output_tokens": 157, + "total_tokens": 22637, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2391, + "estimated_output_tokens": 141, + "estimated_total_tokens": 2532, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12093.8, + "sql_execution_elapsed_ms_total": 10.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_794b40d893405c53\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d2e77c2de914318bb3ffc5956733148113b18d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6977, "bytes_utf8": 6977, "lines": 226, "estimated_tokens": 2276}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 267, "bytes_utf8": 267, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22367, "cached_input_tokens": 21888, "output_tokens": 87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1404411a2fc09d936348493c48884342c27bf68b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_7d1679041169db75", + "api_calls": 0, + "input_tokens": 22367, + "cached_input_tokens": 21888, + "output_tokens": 87, + "total_tokens": 22454, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2276, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2347, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11843.24, + "sql_execution_elapsed_ms_total": 11.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_7d1679041169db75\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fe758905e4062a257cadd106dca74461862cdd42 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:58:18.786366+00:00", + "ended_at": "2026-05-04T07:58:30.629612+00:00", + "elapsed_ms": 11843.24, + "prompt_metrics": { + "chars": 6977, + "bytes_utf8": 6977, + "lines": 226, + "estimated_tokens": 2276 + }, + "stdout_metrics": { + "chars": 586, + "bytes_utf8": 586, + "lines": 4, + "estimated_tokens": 171 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13238 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 267, + "bytes_utf8": 267, + "lines": 1, + "estimated_tokens": 71 + }, + "usage": { + "input_tokens": 22367, + "cached_input_tokens": 21888, + "output_tokens": 87 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1c701c0d62cd341653e0ce579ed44a31d7370fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "g", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..58f6297febe83c9444c0a5d8f1e12b51f4b85d38 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fe-c52c-7fe2-828b-1aa4ff203049"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the provided Grouped Count by Category template with group_col bound to \\\"g\\\" on the single table \\\"n11\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22367,"cached_input_tokens":21888,"output_tokens":87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54598f81491438aa3458853396005ecf488cf89c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;","notes":"Uses the provided Grouped Count by Category template with group_col bound to \"g\" on the single table \"n11\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fc1702397fa42b2573f16ec306272d716c83fa0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:58:18.966433Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:58:21.846326Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:58:29.909746Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dcebffa13ca3975e3a798ce423c1c3f9af4163d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g. +Result preview: [{"g": "g", "row_count": 12331}, {"g": "h", "row_count": 6688}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d796da65810ae4d7efa1ae576d2a6d91f17c051d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_7d1679041169db75 +-- problem_id: v2p_n11_861cba7c69df5bea +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9859d1831fbc64f6bd5d5f80cb31b50567a4e97e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"g\", \"row_count\"], \"rows\": [{\"g\": \"g\", \"row_count\": 12331}, {\"g\": \"h\", \"row_count\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.84}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..213f30012bdf21975fcc1554c76f745a46ea9f21 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:58:18.781271+00:00", + "ended_at": "2026-05-04T07:58:30.674152+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_7d1679041169db75", + "problem_id": "v2p_n11_861cba7c69df5bea", + "dataset_id": "n11", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "bindings": { + "group_col": "g", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=73" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_7d1679041169db75.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_7d1679041169db75", + "api_calls": 0, + "input_tokens": 22367, + "cached_input_tokens": 21888, + "output_tokens": 87, + "total_tokens": 22454, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2276, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2347, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11843.24, + "sql_execution_elapsed_ms_total": 11.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_7d1679041169db75\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e1cf81e1557bd2980f77ab1df404638d8565e2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d1679041169db75/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:58:30.648581+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11843.24, "started_at": "2026-05-04T07:58:18.786366+00:00", "ended_at": "2026-05-04T07:58:30.629612+00:00", "prompt_metrics": {"chars": 6977, "bytes_utf8": 6977, "lines": 226, "estimated_tokens": 2276}, "response_metrics": {"chars": 267, "bytes_utf8": 267, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22367, "cached_input_tokens": 21888, "output_tokens": 87}, "stderr_preview": "2026-05-04T07:58:18.966433Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:58:21.846326Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab16c50c52635637970f04a67e2d7aee91210f61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ee-f7cc-7020-a7d4-691c14ec0c50"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the provided grouped ratio template with group_col=\\\"g\\\" and condition_col=\\\"g\\\"; identifiers are double-quoted and SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22600,"cached_input_tokens":19840,"output_tokens":227}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a34b5ec5b11506155823b82b6806dfe3c5f4060c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the provided grouped ratio template with group_col=\"g\" and condition_col=\"g\"; identifiers are double-quoted and SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..373a9f1d04fc98887cb860579bb3fac9017ea9f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:41:03.357841Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:41:05.699766Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:41:14.904361Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..486867437eec74260de79f2bfaafd901c8bdc942 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_ratio": 0.0}, {"g": "g", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..588cdeee03bf18f7153a66107cbf82d8f1d5f545 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_7d2e6e2a116d6bb6 +-- problem_id: v2p_n11_6e30081d47412d6a +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bcbbad653b78c808840e08503682bb9062bcaf81 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"g\", \"condition_ratio\"], \"rows\": [{\"g\": \"h\", \"condition_ratio\": 0.0}, {\"g\": \"g\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.85}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4cf0ef62f207b59cd6f51850ad465aa632e0648c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:41:03.161624+00:00", + "ended_at": "2026-05-04T07:41:15.764178+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_7d2e6e2a116d6bb6", + "problem_id": "v2p_n11_6e30081d47412d6a", + "dataset_id": "n11", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_7d2e6e2a116d6bb6.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_7d2e6e2a116d6bb6", + "api_calls": 0, + "input_tokens": 22600, + "cached_input_tokens": 19840, + "output_tokens": 227, + "total_tokens": 22827, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2509, + "estimated_output_tokens": 160, + "estimated_total_tokens": 2669, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12553.83, + "sql_execution_elapsed_ms_total": 12.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_7d2e6e2a116d6bb6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a28e707c172673981db36cb7449aacf881e5013d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:41:15.743577+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12553.83, "started_at": "2026-05-04T07:41:03.166659+00:00", "ended_at": "2026-05-04T07:41:15.720610+00:00", "prompt_metrics": {"chars": 7859, "bytes_utf8": 7859, "lines": 231, "estimated_tokens": 2509}, "response_metrics": {"chars": 593, "bytes_utf8": 593, "lines": 1, "estimated_tokens": 160}, "usage": {"input_tokens": 22600, "cached_input_tokens": 19840, "output_tokens": 227}, "stderr_preview": "2026-05-04T07:41:03.357841Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:41:05.699766Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=-8.2027.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c8ace5ad7865e752b788c578a05dd8277973df7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20d-e5fa-7203-9515-982403f21df8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"-8.2027\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"-8.2027\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"-8.2027\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"-8.2027\\\" AS REAL) DESC;\",\"notes\":\"Used the required Quantile Tail Slice template with measure_col bound to \\\"-8.2027\\\" and cast to REAL for correct numeric ordering because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22454,"cached_input_tokens":21888,"output_tokens":189}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a8b6aeea18d386a74175801aa3f8064778b10ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"-8.2027\",\n NTILE(10) OVER (ORDER BY CAST(\"-8.2027\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"-8.2027\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"-8.2027\" AS REAL) DESC;","notes":"Used the required Quantile Tail Slice template with measure_col bound to \"-8.2027\" and cast to REAL for correct numeric ordering because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3935ae37e924e0884d4fc970a4d810f1c4eaae6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:14:50.423742Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:14:52.822457Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:01.636511Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d44091665b2d53c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d44091665b2d53c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..97ae7c76cdd3242da7eb3db1af3b952faea18449 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d44091665b2d53c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=-8.2027. +Result preview: [{"-8.2027": "179.851"}, {"-8.2027": "170.692"}, {"-8.2027": "163.2697"}, {"-8.2027": "154.865"}, {"-8.2027": "143.8753"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d44091665b2d53c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d44091665b2d53c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd12b8e87dae96e8faf1cbfb2853816826e68454 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d44091665b2d53c/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_7d44091665b2d53c +-- problem_id: v2p_n11_15155852e7b9a196 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "-8.2027", + NTILE(10) OVER (ORDER BY CAST("-8.2027" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "-8.2027" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("-8.2027" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d44091665b2d53c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d44091665b2d53c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..051bbd4f32cdbeefa4a03ee43238aa65e6dbe98b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d44091665b2d53c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"-8.2027\",\n NTILE(10) OVER (ORDER BY CAST(\"-8.2027\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"-8.2027\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"-8.2027\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"-8.2027\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"-8.2027\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"-8.2027\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"-8.2027\\\" AS REAL) DESC;\", \"columns\": [\"-8.2027\"], \"rows\": [{\"-8.2027\": \"179.851\"}, {\"-8.2027\": \"170.692\"}, {\"-8.2027\": \"163.2697\"}, {\"-8.2027\": \"154.865\"}, {\"-8.2027\": \"143.8753\"}, {\"-8.2027\": \"139.2361\"}, {\"-8.2027\": \"132.589\"}, {\"-8.2027\": \"132.388\"}, {\"-8.2027\": \"131.5547\"}, {\"-8.2027\": \"130.8545\"}, {\"-8.2027\": \"130.494\"}, {\"-8.2027\": \"127.685\"}, {\"-8.2027\": \"127.381\"}, {\"-8.2027\": \"125.8172\"}, {\"-8.2027\": \"125.381\"}, {\"-8.2027\": \"125.301\"}, {\"-8.2027\": \"125.1524\"}, {\"-8.2027\": \"124.621\"}, {\"-8.2027\": \"124.0856\"}, {\"-8.2027\": \"122.4618\"}, {\"-8.2027\": \"122.2904\"}, {\"-8.2027\": \"121.8642\"}, {\"-8.2027\": \"121.181\"}, {\"-8.2027\": \"120.567\"}, {\"-8.2027\": \"120.53\"}, {\"-8.2027\": \"120.3763\"}, {\"-8.2027\": \"119.928\"}, {\"-8.2027\": \"117.371\"}, {\"-8.2027\": \"117.31\"}, {\"-8.2027\": \"116.7052\"}, {\"-8.2027\": \"116.5691\"}, {\"-8.2027\": \"114.7321\"}, {\"-8.2027\": \"113.4518\"}, {\"-8.2027\": \"111.997\"}, {\"-8.2027\": \"111.926\"}, {\"-8.2027\": \"111.7821\"}, {\"-8.2027\": \"110.421\"}, {\"-8.2027\": \"110.0008\"}, {\"-8.2027\": \"108.551\"}, {\"-8.2027\": \"106.1555\"}, {\"-8.2027\": \"106.034\"}, {\"-8.2027\": \"105.774\"}, {\"-8.2027\": \"105.178\"}, {\"-8.2027\": \"104.9312\"}, {\"-8.2027\": \"104.781\"}, {\"-8.2027\": \"104.738\"}, {\"-8.2027\": \"104.2935\"}, {\"-8.2027\": \"104.014\"}, {\"-8.2027\": \"103.814\"}, {\"-8.2027\": \"103.3178\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 59.11}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d44091665b2d53c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d44091665b2d53c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..850c8f6259d313833a09f674e43b12ff3c22e04c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d44091665b2d53c/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:14:50.230315+00:00", + "ended_at": "2026-05-04T08:15:02.499582+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_7d44091665b2d53c", + "problem_id": "v2p_n11_15155852e7b9a196", + "dataset_id": "n11", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=-8.2027.", + "bindings": { + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=127" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_7d44091665b2d53c.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_7d44091665b2d53c", + "api_calls": 0, + "input_tokens": 22454, + "cached_input_tokens": 21888, + "output_tokens": 189, + "total_tokens": 22643, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2363, + "estimated_output_tokens": 140, + "estimated_total_tokens": 2503, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12162.45, + "sql_execution_elapsed_ms_total": 59.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_7d44091665b2d53c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d44091665b2d53c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d44091665b2d53c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf71cde2a66486d69be00cce37e11def80bfc23b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7d44091665b2d53c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:02.429682+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12162.45, "started_at": "2026-05-04T08:14:50.235314+00:00", "ended_at": "2026-05-04T08:15:02.397767+00:00", "prompt_metrics": {"chars": 7252, "bytes_utf8": 7252, "lines": 226, "estimated_tokens": 2363}, "response_metrics": {"chars": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": 140}, "usage": {"input_tokens": 22454, "cached_input_tokens": 21888, "output_tokens": 189}, "stderr_preview": "2026-05-04T08:14:50.423742Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:14:52.822457Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=28.7967.", + "planned_template_id": "tpl_m4_median_filtered_numeric", + "bindings": { + "measure_col": "28.7967", + "predicate_col": "g", + "predicate_op": "=", + "predicate_value": "g", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7e7c03ba345b28d8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7e7c03ba345b28d8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..00d1d94219366734cc2152c6fccc28494ea702cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7e7c03ba345b28d8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f7-8dee-7b30-96b5-f5f4f1657dc8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"28.7967\\\" AS REAL) AS \\\"28.7967\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"28.7967\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n)\\nSELECT AVG(\\\"28.7967\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the planned template with measure_col bound to \\\"28.7967\\\" and predicate_col bound to \\\"g\\\". Cast the measure column to REAL because the schema stores values as TEXT and median calculation requires numeric ordering and averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22552,"cached_input_tokens":21888,"output_tokens":243}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7e7c03ba345b28d8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7e7c03ba345b28d8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..740145c142c4ec5ec701f56ce3e5ae934e35920e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7e7c03ba345b28d8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"28.7967\" AS REAL) AS \"28.7967\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"28.7967\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n11\"\n WHERE \"g\" = 'g'\n)\nSELECT AVG(\"28.7967\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;","notes":"Used the planned template with measure_col bound to \"28.7967\" and predicate_col bound to \"g\". Cast the measure column to REAL because the schema stores values as TEXT and median calculation requires numeric ordering and averaging."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7e7c03ba345b28d8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7e7c03ba345b28d8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..453f1c8748deea282b65fb240e09d5a69f580aef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7e7c03ba345b28d8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:50:26.080487Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:50:28.848037Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:50:39.171913Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7e7c03ba345b28d8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7e7c03ba345b28d8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdbeae031266e368ef16b0be1c94472018455142 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7e7c03ba345b28d8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=28.7967. +Result preview: [{"median_measure": 34.5605}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7e7c03ba345b28d8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7e7c03ba345b28d8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..257acafe3b6071c0f610a0ef06ae38232ba44b17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7e7c03ba345b28d8/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n11_7e7c03ba345b28d8 +-- problem_id: v2p_n11_7dfae7493eb8d532 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("28.7967" AS REAL) AS "28.7967", + ROW_NUMBER() OVER (ORDER BY CAST("28.7967" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n11" + WHERE "g" = 'g' +) +SELECT AVG("28.7967") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7e7c03ba345b28d8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7e7c03ba345b28d8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bcdb1888dfebd02f6802f10e7d32a2623d8ed165 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7e7c03ba345b28d8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"28.7967\" AS REAL) AS \"28.7967\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"28.7967\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n11\"\n WHERE \"g\" = 'g'\n)\nSELECT AVG(\"28.7967\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", "result": "{\"query\": \"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"28.7967\\\" AS REAL) AS \\\"28.7967\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"28.7967\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n)\\nSELECT AVG(\\\"28.7967\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\", \"columns\": [\"median_measure\"], \"rows\": [{\"median_measure\": 34.5605}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 71.0}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7e7c03ba345b28d8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7e7c03ba345b28d8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5d61eaf8631208c718fff0255d4126ee168741eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7e7c03ba345b28d8/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:50:25.898338+00:00", + "ended_at": "2026-05-04T07:50:40.431564+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_7e7c03ba345b28d8", + "problem_id": "v2p_n11_7dfae7493eb8d532", + "dataset_id": "n11", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=28.7967.", + "bindings": { + "measure_col": "28.7967", + "predicate_col": "g", + "predicate_op": "=", + "predicate_value": "g", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_7e7c03ba345b28d8.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_7e7c03ba345b28d8", + "api_calls": 0, + "input_tokens": 22552, + "cached_input_tokens": 21888, + "output_tokens": 243, + "total_tokens": 22795, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2461, + "estimated_output_tokens": 182, + "estimated_total_tokens": 2643, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14412.51, + "sql_execution_elapsed_ms_total": 71.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_7e7c03ba345b28d8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7e7c03ba345b28d8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7e7c03ba345b28d8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..26c92906cca77d8b8751f4238251735ae72bc67f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_7e7c03ba345b28d8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:50:40.351018+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14412.51, "started_at": "2026-05-04T07:50:25.903555+00:00", "ended_at": "2026-05-04T07:50:40.319921+00:00", "prompt_metrics": {"chars": 7656, "bytes_utf8": 7656, "lines": 230, "estimated_tokens": 2461}, "response_metrics": {"chars": 665, "bytes_utf8": 665, "lines": 1, "estimated_tokens": 182}, "usage": {"input_tokens": 22552, "cached_input_tokens": 21888, "output_tokens": 243}, "stderr_preview": "2026-05-04T07:50:26.080487Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:50:28.848037Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=16.0021.", + "planned_template_id": "tpl_m4_median_filtered_numeric", + "bindings": { + "measure_col": "16.0021", + "predicate_col": "-8.2027", + "predicate_op": ">=", + "predicate_value": 10.94705, + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..376f53bbd96768259d137debe823de1be76752b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f7-c6b3-7011-a17a-8f78597c8102"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"16.0021\\\" AS REAL) AS measure_col,\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"16.0021\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n11\\\"\\n WHERE CAST(\\\"-8.2027\\\" AS REAL) >= 10.94705\\n)\\nSELECT AVG(measure_col) AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the planned template with fixed bindings. Cast TEXT columns to REAL so filtering, ordering, and median aggregation behave numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22559,"cached_input_tokens":19840,"output_tokens":236}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..abaec3fd2c7e33e79c6cd5ea324515458b1633ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"16.0021\" AS REAL) AS measure_col,\n ROW_NUMBER() OVER (ORDER BY CAST(\"16.0021\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n11\"\n WHERE CAST(\"-8.2027\" AS REAL) >= 10.94705\n)\nSELECT AVG(measure_col) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;","notes":"Used the planned template with fixed bindings. Cast TEXT columns to REAL so filtering, ordering, and median aggregation behave numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9018cbd001760f36f753437b7a6fcb846f87c302 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:50:40.610969Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:50:43.067148Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:50:55.441096Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7cd30c134cb5c27921ffddf8048c9f2db0ab790 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=16.0021. +Result preview: [{"median_measure": 24.007}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5e291dfcf3f58ab1327e09ce9cb4c493223f896f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n11_80d57614ca1ed651 +-- problem_id: v2p_n11_860834bd2a329987 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("16.0021" AS REAL) AS measure_col, + ROW_NUMBER() OVER (ORDER BY CAST("16.0021" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n11" + WHERE CAST("-8.2027" AS REAL) >= 10.94705 +) +SELECT AVG(measure_col) AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..68df25bedb786b62872b19f4a72283e1053e55f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"16.0021\" AS REAL) AS measure_col,\n ROW_NUMBER() OVER (ORDER BY CAST(\"16.0021\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n11\"\n WHERE CAST(\"-8.2027\" AS REAL) >= 10.94705\n)\nSELECT AVG(measure_col) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", "result": "{\"query\": \"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"16.0021\\\" AS REAL) AS measure_col,\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"16.0021\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n11\\\"\\n WHERE CAST(\\\"-8.2027\\\" AS REAL) >= 10.94705\\n)\\nSELECT AVG(measure_col) AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\", \"columns\": [\"median_measure\"], \"rows\": [{\"median_measure\": 24.007}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 28.34}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cff21dba650eb3f42ee4083cb298a091f1428601 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:50:40.434331+00:00", + "ended_at": "2026-05-04T07:50:56.323951+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_80d57614ca1ed651", + "problem_id": "v2p_n11_860834bd2a329987", + "dataset_id": "n11", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=16.0021.", + "bindings": { + "measure_col": "16.0021", + "predicate_col": "-8.2027", + "predicate_op": ">=", + "predicate_value": 10.94705, + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_80d57614ca1ed651.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_80d57614ca1ed651", + "api_calls": 0, + "input_tokens": 22559, + "cached_input_tokens": 19840, + "output_tokens": 236, + "total_tokens": 22795, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2468, + "estimated_output_tokens": 168, + "estimated_total_tokens": 2636, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15828.54, + "sql_execution_elapsed_ms_total": 28.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_80d57614ca1ed651\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..20f8264b117c935fc92a05ea6effba1ccaa24772 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:50:56.284758+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15828.54, "started_at": "2026-05-04T07:50:40.438116+00:00", "ended_at": "2026-05-04T07:50:56.266927+00:00", "prompt_metrics": {"chars": 7665, "bytes_utf8": 7665, "lines": 230, "estimated_tokens": 2468}, "response_metrics": {"chars": 606, "bytes_utf8": 606, "lines": 1, "estimated_tokens": 168}, "usage": {"input_tokens": 22559, "cached_input_tokens": 19840, "output_tokens": 236}, "stderr_preview": "2026-05-04T07:50:40.610969Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:50:43.067148Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 10.94705\\n)\\nSELECT AVG(measure_col) AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the planned template with fixed bindings. Cast TEXT columns to REAL so filtering, ordering, and median aggregation behave numerically in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6f595c856c56822574f09a235db9824db5b167e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_80d57614ca1ed651/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_80d57614ca1ed651", + "api_calls": 0, + "input_tokens": 22559, + "cached_input_tokens": 19840, + "output_tokens": 236, + "total_tokens": 22795, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2468, + "estimated_output_tokens": 168, + "estimated_total_tokens": 2636, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15828.54, + "sql_execution_elapsed_ms_total": 28.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_80d57614ca1ed651\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b39aabae8905891665bc84bd48605f6ad6334d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7149, "bytes_utf8": 7149, "lines": 228, "estimated_tokens": 2317}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22408, "cached_input_tokens": 21888, "output_tokens": 206}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cbdc4e8f246fbca21f29ff449b613f00b3e9d125 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_8155a3c6bfb16b4b", + "api_calls": 0, + "input_tokens": 22408, + "cached_input_tokens": 21888, + "output_tokens": 206, + "total_tokens": 22614, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2317, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2415, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18625.68, + "sql_execution_elapsed_ms_total": 66.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_8155a3c6bfb16b4b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3b77411d880fb53ce5518a690b5eaf785ef8f61c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:42:52.136460+00:00", + "ended_at": "2026-05-04T07:43:10.767673+00:00", + "elapsed_ms": 18625.68, + "prompt_metrics": { + "chars": 7149, + "bytes_utf8": 7149, + "lines": 228, + "estimated_tokens": 2317 + }, + "stdout_metrics": { + "chars": 706, + "bytes_utf8": 706, + "lines": 4, + "estimated_tokens": 205 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13231 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 382, + "bytes_utf8": 382, + "lines": 1, + "estimated_tokens": 98 + }, + "usage": { + "input_tokens": 22408, + "cached_input_tokens": 21888, + "output_tokens": 206 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..167606a66a6ca5bffee62851aa23aa0539f34dd0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..935e51db7a9370f7150ce886ea3220eb48c72069 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f0-a1f4-7762-9128-a9f591bd4ebd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"27.7004\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"27.7004\\\". CAST to REAL is used because the schema stores this column as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22408,"cached_input_tokens":21888,"output_tokens":206}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4395da7f564a983dbef3adeab8013beb5ad743b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"27.7004\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Window Partition Average template with group_col=\"g\" and measure_col=\"27.7004\". CAST to REAL is used because the schema stores this column as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b633237d5998d36f087cb40a395ed43509bac277 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:42:52.490126Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:42:55.455967Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:43:09.492763Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4590c87cce462893c602e0a132d66a276384ee07 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=27.7004. +Result preview: [{"g": "g", "avg_measure": 3.2346691265915175}, {"g": "h", "avg_measure": -18.287110989832538}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b321c635e38236dc7d1c49baf2847858a3ad9625 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_8155a3c6bfb16b4b +-- problem_id: v2p_n11_917577df5d1de308 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("27.7004" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..184f3576eb7eda09df52fc182e7c31ceee1c4ae9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"27.7004\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"27.7004\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 3.2346691265915175}, {\"g\": \"h\", \"avg_measure\": -18.287110989832538}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 66.91}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0962e982f0883ae6d1d6c5b442d51d8b578fe7be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:42:52.136460+00:00", + "ended_at": "2026-05-04T07:43:11.354658+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_8155a3c6bfb16b4b", + "problem_id": "v2p_n11_917577df5d1de308", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_8155a3c6bfb16b4b.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_8155a3c6bfb16b4b", + "api_calls": 0, + "input_tokens": 22408, + "cached_input_tokens": 21888, + "output_tokens": 206, + "total_tokens": 22614, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2317, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2415, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18625.68, + "sql_execution_elapsed_ms_total": 66.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_8155a3c6bfb16b4b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a995a6152f0aeca7ffb94bc80dc4ff8d194687e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:43:10.783732+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18625.68, "started_at": "2026-05-04T07:42:52.136460+00:00", "ended_at": "2026-05-04T07:43:10.767673+00:00", "prompt_metrics": {"chars": 7149, "bytes_utf8": 7149, "lines": 228, "estimated_tokens": 2317}, "response_metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22408, "cached_input_tokens": 21888, "output_tokens": 206}, "stderr_preview": "2026-05-04T07:42:52.490126Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:42:55.455967Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8202696d35efb411/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8202696d35efb411/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eceed324e7b947c32c8409d2cfc917260059d392 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8202696d35efb411/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df200-23f2-7613-8ab7-08c0f2cb6b8c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"27.7004\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"g\\\" and measure_col=\\\"27.7004\\\". Cast the measure column from TEXT to REAL for SQLite numeric averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22398,"cached_input_tokens":21888,"output_tokens":108}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8202696d35efb411/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8202696d35efb411/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfc63c2a2e837c1fbde06f025c609e3ca82d0a39 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8202696d35efb411/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"27.7004\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"g\" and measure_col=\"27.7004\". Cast the measure column from TEXT to REAL for SQLite numeric averaging."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8202696d35efb411/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8202696d35efb411/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d22f5786129dc2cd29e09c0d26919ee64acd2023 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8202696d35efb411/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:59:48.762097Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:59:51.122363Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:59:58.369949Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8202696d35efb411/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8202696d35efb411/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5c3caabf47ca63f4ba1a3bf8c1c97fa427f8362 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8202696d35efb411/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=27.7004. +Result preview: [{"g": "g", "avg_measure": 3.2346691265915175}, {"g": "h", "avg_measure": -18.287110989832538}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8202696d35efb411/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8202696d35efb411/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2cf48aa6f398c5e726b6b34fb7c9b3b97a0880c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8202696d35efb411/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_8202696d35efb411 +-- problem_id: v2p_n11_b55fb02bcfb6cf41 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("27.7004" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8202696d35efb411/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8202696d35efb411/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b86aeb4ab3436044a247dbf268fb4fb64650045 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8202696d35efb411/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"27.7004\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"27.7004\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 3.2346691265915175}, {\"g\": \"h\", \"avg_measure\": -18.287110989832538}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.15}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8202696d35efb411/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8202696d35efb411/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3dec69d7cb1e4f4fcbf4f20280339685e363dcaf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8202696d35efb411/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:59:48.611327+00:00", + "ended_at": "2026-05-04T07:59:59.320583+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_8202696d35efb411", + "problem_id": "v2p_n11_b55fb02bcfb6cf41", + "dataset_id": "n11", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_8202696d35efb411.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_8202696d35efb411", + "api_calls": 0, + "input_tokens": 22398, + "cached_input_tokens": 21888, + "output_tokens": 108, + "total_tokens": 22506, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2307, + "estimated_output_tokens": 93, + "estimated_total_tokens": 2400, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10666.35, + "sql_execution_elapsed_ms_total": 13.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_8202696d35efb411\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8202696d35efb411/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8202696d35efb411/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c5ea2e42ff8c776523078dad784ebea38daf9945 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8202696d35efb411/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:59:59.299230+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10666.35, "started_at": "2026-05-04T07:59:48.615408+00:00", "ended_at": "2026-05-04T07:59:59.281873+00:00", "prompt_metrics": {"chars": 7075, "bytes_utf8": 7075, "lines": 228, "estimated_tokens": 2307}, "response_metrics": {"chars": 348, "bytes_utf8": 348, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 22398, "cached_input_tokens": 21888, "output_tokens": 108}, "stderr_preview": "2026-05-04T07:59:48.762097Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:59:51.122363Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_82e6895bd336420e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_82e6895bd336420e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eeaebf5dd9cb1924b8743331a875de97b4fcad32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_82e6895bd336420e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ed-6192-7d71-b63c-531e51c8f73b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template exactly with group_col=\\\"g\\\" and condition_col=\\\"g\\\". Since the grouping column and condition column are the same, each group yields a deterministic rate: 1 for group 'g' and 0 for any other group such as 'h'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22452,"cached_input_tokens":19840,"output_tokens":141}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_82e6895bd336420e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_82e6895bd336420e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f201ef5b6a9462647b2a9ceae1ce708e6cb1d213 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_82e6895bd336420e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template exactly with group_col=\"g\" and condition_col=\"g\". Since the grouping column and condition column are the same, each group yields a deterministic rate: 1 for group 'g' and 0 for any other group such as 'h'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_82e6895bd336420e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_82e6895bd336420e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c41307ef65d6102b73dbf91a121bc3b1eaa1a8bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_82e6895bd336420e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:39:19.448471Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:39:22.173083Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:39:29.641406Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_82e6895bd336420e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_82e6895bd336420e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4ca1d2affec56b5fcbeff543c85653e57b6e0bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_82e6895bd336420e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "g", "condition_rate": 1.0}, {"g": "h", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_82e6895bd336420e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_82e6895bd336420e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d64fbfadc4107073d6db266eff3d40d753f51b9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_82e6895bd336420e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_82e6895bd336420e +-- problem_id: v2p_n11_04c2854efa98f4e7 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_82e6895bd336420e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_82e6895bd336420e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c603c25bde8b9d87b08c2fc3cc1aea93ef4b0d63 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_82e6895bd336420e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"g\", \"condition_rate\": 1.0}, {\"g\": \"h\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.31}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_82e6895bd336420e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_82e6895bd336420e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d1f386509aab25edbd1476bd7d6bf1e9df9a0cf3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_82e6895bd336420e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:39:19.177063+00:00", + "ended_at": "2026-05-04T07:39:30.554826+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_82e6895bd336420e", + "problem_id": "v2p_n11_04c2854efa98f4e7", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=3" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_82e6895bd336420e.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_82e6895bd336420e", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 141, + "total_tokens": 22593, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 125, + "estimated_total_tokens": 2486, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11333.6, + "sql_execution_elapsed_ms_total": 11.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_82e6895bd336420e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_82e6895bd336420e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_82e6895bd336420e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e203f8184f79cbb789706210b3b2ee705ce79e71 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_82e6895bd336420e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:39:30.533908+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11333.6, "started_at": "2026-05-04T07:39:19.181306+00:00", "ended_at": "2026-05-04T07:39:30.515030+00:00", "prompt_metrics": {"chars": 7290, "bytes_utf8": 7290, "lines": 231, "estimated_tokens": 2361}, "response_metrics": {"chars": 470, "bytes_utf8": 470, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 22452, "cached_input_tokens": 19840, "output_tokens": 141}, "stderr_preview": "2026-05-04T07:39:19.448471Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:39:22.173083Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=-8.2027.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c4338c73b00327236a0966ddbb6a98757c5ad5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f1-a7b6-7bc2-abf8-9689ba8b6759"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"-8.2027\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"-8.2027\\\". CAST to REAL is used because the schema stores this measure column as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22408,"cached_input_tokens":21888,"output_tokens":172}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5553839543943e3a8609befdc6300900056014ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"-8.2027\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Window Partition Average template with group_col=\"g\" and measure_col=\"-8.2027\". CAST to REAL is used because the schema stores this measure column as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c35aae8c754a8a03cf845da86871e6cee4698e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:43:59.508757Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:44:02.165760Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:44:14.143449Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..99a3b89641578e6cd736d925d4047b3b04290786 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=-8.2027. +Result preview: [{"g": "h", "avg_measure": 0.3582453349282297}, {"g": "g", "avg_measure": 0.1915534506528262}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8f74a630857987395268598b5848b49ce058dd80 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_8496a5d4771e39e9 +-- problem_id: v2p_n11_ddef507aac7f8499 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("-8.2027" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec469b9d807b25f7197196abb5aa2bce517dcd36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"-8.2027\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"-8.2027\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 0.3582453349282297}, {\"g\": \"g\", \"avg_measure\": 0.1915534506528262}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 73.75}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..df4cfbe01f0c9f3ce00e9a02ac6c63e19f5e66ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:43:59.133524+00:00", + "ended_at": "2026-05-04T07:44:15.390495+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_8496a5d4771e39e9", + "problem_id": "v2p_n11_ddef507aac7f8499", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=-8.2027.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_8496a5d4771e39e9.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_8496a5d4771e39e9", + "api_calls": 0, + "input_tokens": 22408, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 22580, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2317, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2418, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15732.31, + "sql_execution_elapsed_ms_total": 73.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_8496a5d4771e39e9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1378a0a9267ddf83b8a3dbcab7ec665e1700945 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:44:14.905664+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15732.31, "started_at": "2026-05-04T07:43:59.163241+00:00", "ended_at": "2026-05-04T07:44:14.895404+00:00", "prompt_metrics": {"chars": 7149, "bytes_utf8": 7149, "lines": 228, "estimated_tokens": 2317}, "response_metrics": {"chars": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22408, "cached_input_tokens": 21888, "output_tokens": 172}, "stderr_preview": "2026-05-04T07:43:59.508757Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:44:02.165760Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=16.0021.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "16.0021", + "band_col": "16.0021", + "band_cut_1": 13.356542, + "band_cut_2": 21.318232, + "lower_bound": 13.356542, + "upper_bound": 21.318232, + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_84d6784233f855df/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_84d6784233f855df/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b57f91a0cfdab9be503a9fa95de9b31f62cf2d13 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_84d6784233f855df/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f5-ad26-7a12-ba3b-1c46272a1726"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"16.0021\\\" AS REAL) < 13.356542 THEN 'low'\\n WHEN CAST(\\\"16.0021\\\" AS REAL) < 21.318232 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"16.0021\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required template with both band_col and measure_col bound to \\\"16.0021\\\". Applied CAST(... AS REAL) because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22545,"cached_input_tokens":19840,"output_tokens":170}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_84d6784233f855df/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_84d6784233f855df/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..48f9b6bfc1ef8e69bee36a0d1f1cda7458dc701e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_84d6784233f855df/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"16.0021\" AS REAL) < 13.356542 THEN 'low'\n WHEN CAST(\"16.0021\" AS REAL) < 21.318232 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"16.0021\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Used the required template with both band_col and measure_col bound to \"16.0021\". Applied CAST(... AS REAL) because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_84d6784233f855df/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_84d6784233f855df/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..36e1e5f25dbc9b54b174d0517a28a2d9ec9bf94a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_84d6784233f855df/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:48:22.992994Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:48:26.824154Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:48:37.925737Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_84d6784233f855df/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_84d6784233f855df/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..13215caaa412e1a220acb7d3bfd1d901ed54b0d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_84d6784233f855df/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=16.0021. +Result preview: [{"band_bucket": "high", "avg_measure": 38.77400187103758}, {"band_bucket": "mid", "avg_measure": 17.172047514340345}, {"band_bucket": "low", "avg_measure": 10.092851354365838}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_84d6784233f855df/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_84d6784233f855df/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f683daabcf3310163d706d6533098a671dc923dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_84d6784233f855df/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n11_84d6784233f855df +-- problem_id: v2p_n11_928f072af6f4cf94 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("16.0021" AS REAL) < 13.356542 THEN 'low' + WHEN CAST("16.0021" AS REAL) < 21.318232 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("16.0021" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_84d6784233f855df/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_84d6784233f855df/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..67fe022148b5471c0a2e98a7867aeb6240887a53 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_84d6784233f855df/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"16.0021\" AS REAL) < 13.356542 THEN 'low'\n WHEN CAST(\"16.0021\" AS REAL) < 21.318232 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"16.0021\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"16.0021\\\" AS REAL) < 13.356542 THEN 'low'\\n WHEN CAST(\\\"16.0021\\\" AS REAL) < 21.318232 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"16.0021\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 38.77400187103758}, {\"band_bucket\": \"mid\", \"avg_measure\": 17.172047514340345}, {\"band_bucket\": \"low\", \"avg_measure\": 10.092851354365838}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 44.23}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_84d6784233f855df/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_84d6784233f855df/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6915659a2d374e5dc0c8b90f42432919e0704820 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_84d6784233f855df/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:48:22.820716+00:00", + "ended_at": "2026-05-04T07:48:38.900220+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_84d6784233f855df", + "problem_id": "v2p_n11_928f072af6f4cf94", + "dataset_id": "n11", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=16.0021.", + "bindings": { + "measure_col": "16.0021", + "band_col": "16.0021", + "band_cut_1": 13.356542, + "band_cut_2": 21.318232, + "lower_bound": 13.356542, + "upper_bound": 21.318232, + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_84d6784233f855df.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_84d6784233f855df", + "api_calls": 0, + "input_tokens": 22545, + "cached_input_tokens": 19840, + "output_tokens": 170, + "total_tokens": 22715, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2454, + "estimated_output_tokens": 154, + "estimated_total_tokens": 2608, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15988.8, + "sql_execution_elapsed_ms_total": 44.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_84d6784233f855df\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_84d6784233f855df/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_84d6784233f855df/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52410d70711100456a6b5c07d22aeac300ca5920 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_84d6784233f855df/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:48:38.843589+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15988.8, "started_at": "2026-05-04T07:48:22.823323+00:00", "ended_at": "2026-05-04T07:48:38.813747+00:00", "prompt_metrics": {"chars": 7544, "bytes_utf8": 7544, "lines": 232, "estimated_tokens": 2454}, "response_metrics": {"chars": 560, "bytes_utf8": 560, "lines": 1, "estimated_tokens": 154}, "usage": {"input_tokens": 22545, "cached_input_tokens": 19840, "output_tokens": 170}, "stderr_preview": "2026-05-04T07:48:22.992994Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:48:26.824154Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85928751aa3d60c0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85928751aa3d60c0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d4c55b813bf2c94b09df2be49e2257dca4c709c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85928751aa3d60c0/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_85928751aa3d60c0\n-- problem_id: v2p_n11_6ae48eb23fc2e782\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"0.3918\",\n COUNT(*) AS support,\n AVG(\"28.7967\") AS avg_response\nFROM \"n11\"\nGROUP BY \"0.3918\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_85928751aa3d60c0\\n-- problem_id: v2p_n11_6ae48eb23fc2e782\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"0.3918\\\",\\n COUNT(*) AS support,\\n AVG(\\\"28.7967\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"0.3918\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"0.3918\", \"support\", \"avg_response\"], \"rows\": [{\"0.3918\": \"0.6\", \"support\": 16, \"avg_response\": 21.657487500000002}, {\"0.3918\": \"0.2979\", \"support\": 12, \"avg_response\": 66.17212500000001}, {\"0.3918\": \"0.4\", \"support\": 12, \"avg_response\": 34.36485}, {\"0.3918\": \"0.4116\", \"support\": 12, \"avg_response\": 26.76946666666667}, {\"0.3918\": \"0.193\", \"support\": 11, \"avg_response\": 93.23289999999999}, {\"0.3918\": \"0.2175\", \"support\": 11, \"avg_response\": 86.28446363636364}, {\"0.3918\": \"0.2214\", \"support\": 11, \"avg_response\": 66.14335454545454}, {\"0.3918\": \"0.2408\", \"support\": 11, \"avg_response\": 61.24880909090909}, {\"0.3918\": \"0.5\", \"support\": 11, \"avg_response\": 27.25920909090909}, {\"0.3918\": \"0.6154\", \"support\": 11, \"avg_response\": 26.1946}, {\"0.3918\": \"0.1876\", \"support\": 10, \"avg_response\": 87.83070000000001}, {\"0.3918\": \"0.2802\", \"support\": 10, \"avg_response\": 83.17123000000001}, {\"0.3918\": \"0.2457\", \"support\": 10, \"avg_response\": 81.96488000000001}, {\"0.3918\": \"0.1599\", \"support\": 10, \"avg_response\": 78.34446}, {\"0.3918\": \"0.1777\", \"support\": 10, \"avg_response\": 76.48337000000001}, {\"0.3918\": \"0.2689\", \"support\": 10, \"avg_response\": 74.35511}, {\"0.3918\": \"0.1854\", \"support\": 10, \"avg_response\": 73.76565000000001}, {\"0.3918\": \"0.1951\", \"support\": 10, \"avg_response\": 68.08572000000001}, {\"0.3918\": \"0.2627\", \"support\": 10, \"avg_response\": 62.614779999999996}, {\"0.3918\": \"0.2598\", \"support\": 10, \"avg_response\": 62.50661}, {\"0.3918\": \"0.2313\", \"support\": 10, \"avg_response\": 61.96032}, {\"0.3918\": \"0.312\", \"support\": 10, \"avg_response\": 60.61926999999999}, {\"0.3918\": \"0.3846\", \"support\": 10, \"avg_response\": 58.91462}, {\"0.3918\": \"0.2876\", \"support\": 10, \"avg_response\": 56.33392}, {\"0.3918\": \"0.2857\", \"support\": 10, \"avg_response\": 55.99759}, {\"0.3918\": \"0.2562\", \"support\": 10, \"avg_response\": 54.12023000000001}, {\"0.3918\": \"0.3108\", \"support\": 10, \"avg_response\": 52.248659999999994}, {\"0.3918\": \"0.3979\", \"support\": 10, \"avg_response\": 37.97311}, {\"0.3918\": \"0.4709\", \"support\": 10, \"avg_response\": 25.916320000000002}, {\"0.3918\": \"0.5012\", \"support\": 10, \"avg_response\": 22.71235}, {\"0.3918\": \"0.5714\", \"support\": 10, \"avg_response\": 21.8881}, {\"0.3918\": \"0.6667\", \"support\": 10, \"avg_response\": 20.77586}, {\"0.3918\": \"0.1688\", \"support\": 9, \"avg_response\": 104.10573333333333}, {\"0.3918\": \"0.1805\", \"support\": 9, \"avg_response\": 102.64676666666668}, {\"0.3918\": \"0.2183\", \"support\": 9, \"avg_response\": 89.5642}, {\"0.3918\": \"0.2217\", \"support\": 9, \"avg_response\": 82.3487}, {\"0.3918\": \"0.2063\", \"support\": 9, \"avg_response\": 81.53921111111111}, {\"0.3918\": \"0.1969\", \"support\": 9, \"avg_response\": 79.51242222222223}, {\"0.3918\": \"0.1947\", \"support\": 9, \"avg_response\": 75.03491111111111}, {\"0.3918\": \"0.269\", \"support\": 9, \"avg_response\": 73.9397888888889}, {\"0.3918\": \"0.1812\", \"support\": 9, \"avg_response\": 73.77587777777778}, {\"0.3918\": \"0.212\", \"support\": 9, \"avg_response\": 70.97097777777778}, {\"0.3918\": \"0.2384\", \"support\": 9, \"avg_response\": 70.93647777777778}, {\"0.3918\": \"0.319\", \"support\": 9, \"avg_response\": 67.61361111111111}, {\"0.3918\": \"0.2336\", \"support\": 9, \"avg_response\": 66.36895555555556}, {\"0.3918\": \"0.2649\", \"support\": 9, \"avg_response\": 64.57350000000001}, {\"0.3918\": \"0.2665\", \"support\": 9, \"avg_response\": 64.04227777777777}, {\"0.3918\": \"0.2087\", \"support\": 9, \"avg_response\": 63.24728888888889}, {\"0.3918\": \"0.3675\", \"support\": 9, \"avg_response\": 61.179122222222226}, {\"0.3918\": \"0.2705\", \"support\": 9, \"avg_response\": 58.23417777777778}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 25.75}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85928751aa3d60c0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85928751aa3d60c0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..702d5919fcdc96298becd098b0f85b732b97fc46 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85928751aa3d60c0/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.129412+00:00", + "ended_at": "2026-05-04T08:16:37.159320+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_85928751aa3d60c0", + "problem_id": "v2p_n11_6ae48eb23fc2e782", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=28.7967, key_col=0.3918.", + "bindings": { + "key_col": "0.3918", + "measure_col": "28.7967", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_85928751aa3d60c0.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85928751aa3d60c0/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85928751aa3d60c0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85928751aa3d60c0/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0308a25e916018c3b3e8be5dada56ea1259ce2b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7391, "bytes_utf8": 7391, "lines": 228, "estimated_tokens": 2384}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 496, "bytes_utf8": 496, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 22473, "cached_input_tokens": 21888, "output_tokens": 162}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0d7bea5e978c8600bfb1347230ad266bedc16c47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_85d4888c96607f4d", + "api_calls": 0, + "input_tokens": 22473, + "cached_input_tokens": 21888, + "output_tokens": 162, + "total_tokens": 22635, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2384, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2515, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12375.21, + "sql_execution_elapsed_ms_total": 14.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_85d4888c96607f4d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6d02bc61299e3c3c23e6e7bc5c05d3cf84c0f9f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:10:34.817085+00:00", + "ended_at": "2026-05-04T08:10:47.192068+00:00", + "elapsed_ms": 12375.21, + "prompt_metrics": { + "chars": 7391, + "bytes_utf8": 7391, + "lines": 228, + "estimated_tokens": 2384 + }, + "stdout_metrics": { + "chars": 833, + "bytes_utf8": 833, + "lines": 4, + "estimated_tokens": 243 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13232 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 496, + "bytes_utf8": 496, + "lines": 1, + "estimated_tokens": 131 + }, + "usage": { + "input_tokens": 22473, + "cached_input_tokens": 21888, + "output_tokens": 162 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..caa45280a0f99168e3b24afc5563e22f9995850b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_tpch_max_aggregate_winner", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7f84a65d5e8228c022cc6d4910cbbbf33278f80 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-0043-71a3-ad1a-4f968557b631"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"81.8828\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the required template with group_col bound to \\\"g\\\" and measure_col bound to \\\"81.8828\\\". Cast the measure column from TEXT to REAL for correct numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22473,"cached_input_tokens":21888,"output_tokens":162}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e333052834e53d090387366fd14c61b97792570 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"81.8828\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"g\";","notes":"Used the required template with group_col bound to \"g\" and measure_col bound to \"81.8828\". Cast the measure column from TEXT to REAL for correct numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..16e5a966846c98a05ce5747a0883860854ba3d88 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:35.008846Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:37.342622Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:46.512212Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c73d1c181e9fcec1c8a3f694f33f490ff62426a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=81.8828. +Result preview: [{"g": "g", "total_measure": 2345830.9282}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a396010d338cc49ee4c8719ea998ba7ed0682af8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n11_85d4888c96607f4d +-- problem_id: v2p_n11_ec303b85b987ad8c +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("81.8828" AS REAL)) AS total_measure + FROM "n11" + GROUP BY "g" +) +SELECT "g", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "g"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a96c419492a062ec9f9a5a02c9edf5419ea949a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"81.8828\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"81.8828\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 2345830.9282}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.29}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0aa1657a1f51302f75bd8383571080d94b41b0b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:10:34.812632+00:00", + "ended_at": "2026-05-04T08:10:47.232602+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_85d4888c96607f4d", + "problem_id": "v2p_n11_ec303b85b987ad8c", + "dataset_id": "n11", + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=81.8828.", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=109" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_85d4888c96607f4d.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_85d4888c96607f4d", + "api_calls": 0, + "input_tokens": 22473, + "cached_input_tokens": 21888, + "output_tokens": 162, + "total_tokens": 22635, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2384, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2515, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12375.21, + "sql_execution_elapsed_ms_total": 14.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_85d4888c96607f4d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..24f17f1858479941f6ab07bb9e1cc326a3809d1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_85d4888c96607f4d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:47.210843+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12375.21, "started_at": "2026-05-04T08:10:34.817085+00:00", "ended_at": "2026-05-04T08:10:47.192068+00:00", "prompt_metrics": {"chars": 7391, "bytes_utf8": 7391, "lines": 228, "estimated_tokens": 2384}, "response_metrics": {"chars": 496, "bytes_utf8": 496, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 22473, "cached_input_tokens": 21888, "output_tokens": 162}, "stderr_preview": "2026-05-04T08:10:35.008846Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:37.342622Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..09c96ff7fdcb39e66cb795f9f62c351455559a5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ed-2dae-76b1-bc3d-9d064cc0e9a7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", using condition_value='h' and only the single table \\\"n11\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22452,"cached_input_tokens":21888,"output_tokens":219}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df2964a99758f24a3a7a595c7fc62cc74c00a0a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\", using condition_value='h' and only the single table \"n11\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b139da5baf3541765e01acb9dc2526ea86813162 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:39:06.115889Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:39:08.608641Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:39:18.450163Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8634aea61e2e7044/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8634aea61e2e7044/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4db2bd09c3f4af39d384ae645225d8d1175b3b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8634aea61e2e7044/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_rate": 1.0}, {"g": "g", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8634aea61e2e7044/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8634aea61e2e7044/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..46269473578f85d596205c185769506e9befde38 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8634aea61e2e7044/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_8634aea61e2e7044 +-- problem_id: v2p_n11_0c9db7d3754193a7 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "n11" +GROUP BY "g" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8634aea61e2e7044/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8634aea61e2e7044/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b668143523f6b6c57d8e0986f335968b3109e051 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8634aea61e2e7044/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"h\", \"condition_rate\": 1.0}, {\"g\": \"g\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.61}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8634aea61e2e7044/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8634aea61e2e7044/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5a50fb9b8d2b6225801f3c681b7d6546bfdc87cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8634aea61e2e7044/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:39:05.874747+00:00", + "ended_at": "2026-05-04T07:39:19.174402+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_8634aea61e2e7044", + "problem_id": "v2p_n11_0c9db7d3754193a7", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=2" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_8634aea61e2e7044.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_8634aea61e2e7044", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 21888, + "output_tokens": 219, + "total_tokens": 22671, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2466, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13259.56, + "sql_execution_elapsed_ms_total": 9.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_8634aea61e2e7044\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8634aea61e2e7044/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8634aea61e2e7044/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de8ed32408f771066164eb29e6ac5949c4ccc883 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8634aea61e2e7044/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:39:19.157088+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13259.56, "started_at": "2026-05-04T07:39:05.878783+00:00", "ended_at": "2026-05-04T07:39:19.138363+00:00", "prompt_metrics": {"chars": 7301, "bytes_utf8": 7301, "lines": 231, "estimated_tokens": 2361}, "response_metrics": {"chars": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22452, "cached_input_tokens": 21888, "output_tokens": 219}, "stderr_preview": "2026-05-04T07:39:06.115889Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:39:08.608641Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..93348ed9878d5fa5bbf86c0421c93fe01fff8528 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f0-41f5-7752-bd02-65957725348e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"0.1982\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Filled the Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". Cast \\\"0.1982\\\" from TEXT to REAL for correct SQLite numeric averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22410,"cached_input_tokens":21888,"output_tokens":140}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..155c4c90632c1f3115dd97c883969552efbad71f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"0.1982\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Filled the Window Partition Average template with group_col=\"g\" and measure_col=\"0.1982\". Cast \"0.1982\" from TEXT to REAL for correct SQLite numeric averaging."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddf7d667aa6913c69e3291b527fa3be7f6383f6e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:42:27.925005Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:42:30.339708Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:42:39.876144Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc14823420c4395844294d063125a65833786688 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982. +Result preview: [{"g": "g", "avg_measure": 0.2150489092531019}, {"g": "h", "avg_measure": 0.21393726076555025}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0aee387b67a721301b6b359aca38926e09d14c97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_893e2d9e398c2b47 +-- problem_id: v2p_n11_a0eae4f899cf8262 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("0.1982" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f24b410dc6eda04ab9362b7756079789562e44f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"0.1982\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"0.1982\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 0.2150489092531019}, {\"g\": \"h\", \"avg_measure\": 0.21393726076555025}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 66.12}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..299d44d8aac7c21a3e49f90aecfe727f0eabde69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:42:27.559676+00:00", + "ended_at": "2026-05-04T07:42:40.785449+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_893e2d9e398c2b47", + "problem_id": "v2p_n11_a0eae4f899cf8262", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_893e2d9e398c2b47.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_893e2d9e398c2b47", + "api_calls": 0, + "input_tokens": 22410, + "cached_input_tokens": 21888, + "output_tokens": 140, + "total_tokens": 22550, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2319, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2419, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13126.9, + "sql_execution_elapsed_ms_total": 66.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_893e2d9e398c2b47\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fca5714308eebee1aa88b2c7e131fa4fad9e2cfa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:42:40.707320+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13126.9, "started_at": "2026-05-04T07:42:27.559676+00:00", "ended_at": "2026-05-04T07:42:40.681251+00:00", "prompt_metrics": {"chars": 7151, "bytes_utf8": 7151, "lines": 228, "estimated_tokens": 2319}, "response_metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22410, "cached_input_tokens": 21888, "output_tokens": 140}, "stderr_preview": "2026-05-04T07:42:27.925005Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:42:30.339708Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "predicate_col": "0.3918", + "predicate_op": ">=", + "predicate_value": 0.5037, + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_898fcd9141f77183/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_898fcd9141f77183/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..348372d9e962b6694a2613b02d0988a866411d1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_898fcd9141f77183/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:03:53.817502+00:00", + "ended_at": "2026-05-04T08:07:00.299272+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_898fcd9141f77183", + "problem_id": "v2p_n11_18b1b1685ee9c04e", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=40.092.", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "predicate_col": "0.3918", + "predicate_op": ">=", + "predicate_value": 0.5037, + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "error": "Command 'codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -' timed out after 180 seconds" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8aedd2cfbff5592aaebd0a4eddab74d0f9791eec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7549, "bytes_utf8": 7549, "lines": 233, "estimated_tokens": 2417}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1096, "bytes_utf8": 1096, "lines": 1, "estimated_tokens": 322}, "usage": {"input_tokens": 22508, "cached_input_tokens": 19840, "output_tokens": 512}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ebb22d933aae8adeb71627203c83b6eb58745c01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_8b6d825bf49bb45a", + "api_calls": 0, + "input_tokens": 22508, + "cached_input_tokens": 19840, + "output_tokens": 512, + "total_tokens": 23020, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2417, + "estimated_output_tokens": 322, + "estimated_total_tokens": 2739, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19406.86, + "sql_execution_elapsed_ms_total": 60.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_8b6d825bf49bb45a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2e89ea6af3fd81ab7f31164fd52f68fa2e9e8124 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:53:56.425770+00:00", + "ended_at": "2026-05-04T07:54:15.832307+00:00", + "elapsed_ms": 19406.86, + "prompt_metrics": { + "chars": 7549, + "bytes_utf8": 7549, + "lines": 233, + "estimated_tokens": 2417 + }, + "stdout_metrics": { + "chars": 1560, + "bytes_utf8": 1560, + "lines": 4, + "estimated_tokens": 516 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13177 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1096, + "bytes_utf8": 1096, + "lines": 1, + "estimated_tokens": 322 + }, + "usage": { + "input_tokens": 22508, + "cached_input_tokens": 19840, + "output_tokens": 512 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8d59527954a8eeefc8d1f71a719476fde03af5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,233 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=2.6449, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..683291b1411259d1425674c0c59f32350532706c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fa-c452-7312-82c4-8aaf99295a9a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"2.6449\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"2.6449\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"2.6449\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"groups\\\".\\\"g\\\",\\n MAX(\\\"ranked\\\".\\\"measure_value\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"ranked\\\"\\n ON \\\"groups\\\".\\\"g\\\" = \\\"ranked\\\".\\\"g\\\"\\n AND \\\"ranked\\\".\\\"rn\\\" >= CAST(0.95 * \\\"ranked\\\".\\\"cnt\\\" AS INTEGER)\\nGROUP BY \\\"groups\\\".\\\"g\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported PERCENTILE_CONT with a SQLite-compatible window-function approximation of the 95th percentile using ordered rows within each group. Because group_col and condition_col are both \\\"g\\\" and condition_value is 'g', only the \\\"g\\\" group contributes measure values; other groups return NULL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22508,"cached_input_tokens":19840,"output_tokens":512}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eab380b685fc4eb1ba754de96049122795e50e9d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n),\n\"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"2.6449\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"2.6449\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"2.6449\" IS NOT NULL\n)\nSELECT\n \"groups\".\"g\",\n MAX(\"ranked\".\"measure_value\") AS \"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"ranked\"\n ON \"groups\".\"g\" = \"ranked\".\"g\"\n AND \"ranked\".\"rn\" >= CAST(0.95 * \"ranked\".\"cnt\" AS INTEGER)\nGROUP BY \"groups\".\"g\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported PERCENTILE_CONT with a SQLite-compatible window-function approximation of the 95th percentile using ordered rows within each group. Because group_col and condition_col are both \"g\" and condition_value is 'g', only the \"g\" group contributes measure values; other groups return NULL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdff52bc9d5a3ce456a481f2ef547ce252698b4b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:53:56.634705Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:53:59.217602Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:54:15.009748Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..17e55599abea581a767c0577ebc3451cd0208477 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=2.6449, condition_col=g. +Result preview: [{"g": "g", "conditional_percentile": 5.01}, {"g": "h", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..37707302f4df31d240df92979883c0690a40448e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_8b6d825bf49bb45a +-- problem_id: v2p_n11_81ef8388ec5e3ec6 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "g" + FROM "n11" +), +"ranked" AS ( + SELECT + "g", + CAST("2.6449" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("2.6449" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" = 'g' + AND "2.6449" IS NOT NULL +) +SELECT + "groups"."g", + MAX("ranked"."measure_value") AS "conditional_percentile" +FROM "groups" +LEFT JOIN "ranked" + ON "groups"."g" = "ranked"."g" + AND "ranked"."rn" >= CAST(0.95 * "ranked"."cnt" AS INTEGER) +GROUP BY "groups"."g" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea4b6dfa2f14e477af83479c6edbb698a1d2c518 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n),\n\"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"2.6449\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"2.6449\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"2.6449\" IS NOT NULL\n)\nSELECT\n \"groups\".\"g\",\n MAX(\"ranked\".\"measure_value\") AS \"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"ranked\"\n ON \"groups\".\"g\" = \"ranked\".\"g\"\n AND \"ranked\".\"rn\" >= CAST(0.95 * \"ranked\".\"cnt\" AS INTEGER)\nGROUP BY \"groups\".\"g\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"2.6449\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"2.6449\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"2.6449\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"groups\\\".\\\"g\\\",\\n MAX(\\\"ranked\\\".\\\"measure_value\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"ranked\\\"\\n ON \\\"groups\\\".\\\"g\\\" = \\\"ranked\\\".\\\"g\\\"\\n AND \\\"ranked\\\".\\\"rn\\\" >= CAST(0.95 * \\\"ranked\\\".\\\"cnt\\\" AS INTEGER)\\nGROUP BY \\\"groups\\\".\\\"g\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"g\", \"conditional_percentile\"], \"rows\": [{\"g\": \"g\", \"conditional_percentile\": 5.01}, {\"g\": \"h\", \"conditional_percentile\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 60.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..adcfb5b832ef4f23225448ebbe5df65275b15978 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:53:56.418192+00:00", + "ended_at": "2026-05-04T07:54:15.919969+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_8b6d825bf49bb45a", + "problem_id": "v2p_n11_81ef8388ec5e3ec6", + "dataset_id": "n11", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=2.6449, condition_col=g.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_8b6d825bf49bb45a.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_8b6d825bf49bb45a", + "api_calls": 0, + "input_tokens": 22508, + "cached_input_tokens": 19840, + "output_tokens": 512, + "total_tokens": 23020, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2417, + "estimated_output_tokens": 322, + "estimated_total_tokens": 2739, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19406.86, + "sql_execution_elapsed_ms_total": 60.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_8b6d825bf49bb45a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2402d05af0de4be2f87e810002b8b6364777b1aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:54:15.851053+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19406.86, "started_at": "2026-05-04T07:53:56.425770+00:00", "ended_at": "2026-05-04T07:54:15.832307+00:00", "prompt_metrics": {"chars": 7549, "bytes_utf8": 7549, "lines": 233, "estimated_tokens": 2417}, "response_metrics": {"chars": 1096, "bytes_utf8": 1096, "lines": 1, "estimated_tokens": 322}, "usage": {"input_tokens": 22508, "cached_input_tokens": 19840, "output_tokens": 512}, "stderr_preview": "2026-05-04T07:53:56.634705Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:53:59.217602Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(0.95 * \\\"ranked\\\".\\\"cnt\\\" AS INTEGER)\\nGROUP BY \\\"groups\\\".\\\"g\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported PERCENTILE_CONT with a SQLite-compatible window-function approximation of the 95th percentile using ordered rows within each group. Because group_col and condition_col are both \\\"g\\\" and cond"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0cfbd868e7447b5ebddf8e8a5a62c967300928b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8b6d825bf49bb45a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_8b6d825bf49bb45a", + "api_calls": 0, + "input_tokens": 22508, + "cached_input_tokens": 19840, + "output_tokens": 512, + "total_tokens": 23020, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2417, + "estimated_output_tokens": 322, + "estimated_total_tokens": 2739, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19406.86, + "sql_execution_elapsed_ms_total": 60.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_8b6d825bf49bb45a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8d7a922d8f71cd5e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8d7a922d8f71cd5e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1191cad1eca748222eb08d13386a9b31f67c5374 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8d7a922d8f71cd5e/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"27.7004": "0", "support": 41, "avg_response": 0.8180317073170731}, {"27.7004": "-0.0001", "support": 7, "avg_response": 4.623814285714286}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8d7a922d8f71cd5e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8d7a922d8f71cd5e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce9186bd6976e22bb5f896a31bfa4e21fbfffb73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8d7a922d8f71cd5e/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_8d7a922d8f71cd5e +-- problem_id: v2p_n11_a5e974f0b958ca0d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "27.7004", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "27.7004" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8d7a922d8f71cd5e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8d7a922d8f71cd5e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29358f27c5c7356a22cbf8e61f11d8c51ac4fac7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8d7a922d8f71cd5e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_8d7a922d8f71cd5e\n-- problem_id: v2p_n11_a5e974f0b958ca0d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"27.7004\",\n COUNT(*) AS support,\n AVG(\"16.0021\") AS avg_response\nFROM \"n11\"\nGROUP BY \"27.7004\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_8d7a922d8f71cd5e\\n-- problem_id: v2p_n11_a5e974f0b958ca0d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"27.7004\\\",\\n COUNT(*) AS support,\\n AVG(\\\"16.0021\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"27.7004\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"27.7004\", \"support\", \"avg_response\"], \"rows\": [{\"27.7004\": \"0\", \"support\": 41, \"avg_response\": 0.8180317073170731}, {\"27.7004\": \"-0.0001\", \"support\": 7, \"avg_response\": 4.623814285714286}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.66}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8d7a922d8f71cd5e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8d7a922d8f71cd5e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..516de68995f3973b9d6ef1d74328c694a9ad6474 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8d7a922d8f71cd5e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.349613+00:00", + "ended_at": "2026-05-04T08:16:37.377113+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_8d7a922d8f71cd5e", + "problem_id": "v2p_n11_a5e974f0b958ca0d", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=16.0021, key_col=27.7004.", + "bindings": { + "key_col": "27.7004", + "measure_col": "16.0021", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=18", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 18, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_8d7a922d8f71cd5e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8d7a922d8f71cd5e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8d7a922d8f71cd5e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_8d7a922d8f71cd5e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5935718fe938d759e3cc609e075a0d6fa3dde5e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7666, "bytes_utf8": 7666, "lines": 230, "estimated_tokens": 2468}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 667, "bytes_utf8": 667, "lines": 1, "estimated_tokens": 192}, "usage": {"input_tokens": 22559, "cached_input_tokens": 21888, "output_tokens": 208}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..10d381e42adeb7d0b2cb5f9220517744bb915fa6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_90ce5ffb2b0fc505", + "api_calls": 0, + "input_tokens": 22559, + "cached_input_tokens": 21888, + "output_tokens": 208, + "total_tokens": 22767, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2468, + "estimated_output_tokens": 192, + "estimated_total_tokens": 2660, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16042.51, + "sql_execution_elapsed_ms_total": 29.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_90ce5ffb2b0fc505\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..97a168fc691a38182cc72bd4c94b655627d3b5a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:49:56.051180+00:00", + "ended_at": "2026-05-04T07:50:12.093737+00:00", + "elapsed_ms": 16042.51, + "prompt_metrics": { + "chars": 7666, + "bytes_utf8": 7666, + "lines": 230, + "estimated_tokens": 2468 + }, + "stdout_metrics": { + "chars": 1005, + "bytes_utf8": 1005, + "lines": 4, + "estimated_tokens": 310 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13237 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 667, + "bytes_utf8": 667, + "lines": 1, + "estimated_tokens": 192 + }, + "usage": { + "input_tokens": 22559, + "cached_input_tokens": 21888, + "output_tokens": 208 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..833e3dd3ef41b10d1a5f0dcda5cb946ecaff5041 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=81.8828.", + "planned_template_id": "tpl_m4_median_filtered_numeric", + "bindings": { + "measure_col": "81.8828", + "predicate_col": "27.7004", + "predicate_op": ">=", + "predicate_value": 24.06035, + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..66d1a7dd005b9aa63d4517c0df1352741ebdda23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f7-1954-7331-bebc-93ef2719ba88"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"81.8828\\\" AS REAL) AS \\\"81.8828\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"81.8828\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n11\\\"\\n WHERE CAST(\\\"27.7004\\\" AS REAL) >= 24.06035\\n)\\nSELECT AVG(\\\"81.8828\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the provided Filtered Median Numeric Slice template with measure_col=\\\"81.8828\\\" and predicate_col=\\\"27.7004\\\" >= 24.06035. Cast TEXT columns to REAL for SQLite-compatible numeric ordering and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22559,"cached_input_tokens":21888,"output_tokens":208}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..140b57a25cfc8d25be6650491f127504e95d81cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"81.8828\" AS REAL) AS \"81.8828\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"81.8828\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n11\"\n WHERE CAST(\"27.7004\" AS REAL) >= 24.06035\n)\nSELECT AVG(\"81.8828\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;","notes":"Used the provided Filtered Median Numeric Slice template with measure_col=\"81.8828\" and predicate_col=\"27.7004\" >= 24.06035. Cast TEXT columns to REAL for SQLite-compatible numeric ordering and aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..65c9433670cf8301b181a443451901427c18d003 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:49:56.248950Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:49:59.242868Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:50:10.845186Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..50e57ed44283f9ac4be8c898c07e0c87e71888c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=81.8828. +Result preview: [{"median_measure": 198.109}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..35021a0ac27c5b674ee31d59cb8118774d1e63a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n11_90ce5ffb2b0fc505 +-- problem_id: v2p_n11_8f9c626e2e9e6f34 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("81.8828" AS REAL) AS "81.8828", + ROW_NUMBER() OVER (ORDER BY CAST("81.8828" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n11" + WHERE CAST("27.7004" AS REAL) >= 24.06035 +) +SELECT AVG("81.8828") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96725cda3ef234ba46df98cd5cbdcbc35ea685d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"81.8828\" AS REAL) AS \"81.8828\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"81.8828\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n11\"\n WHERE CAST(\"27.7004\" AS REAL) >= 24.06035\n)\nSELECT AVG(\"81.8828\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", "result": "{\"query\": \"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"81.8828\\\" AS REAL) AS \\\"81.8828\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"81.8828\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n11\\\"\\n WHERE CAST(\\\"27.7004\\\" AS REAL) >= 24.06035\\n)\\nSELECT AVG(\\\"81.8828\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\", \"columns\": [\"median_measure\"], \"rows\": [{\"median_measure\": 198.109}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.19}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6313b57d027054476adac388768463b424fdfc34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:49:56.046177+00:00", + "ended_at": "2026-05-04T07:50:12.152810+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_90ce5ffb2b0fc505", + "problem_id": "v2p_n11_8f9c626e2e9e6f34", + "dataset_id": "n11", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=81.8828.", + "bindings": { + "measure_col": "81.8828", + "predicate_col": "27.7004", + "predicate_op": ">=", + "predicate_value": 24.06035, + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_90ce5ffb2b0fc505.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_90ce5ffb2b0fc505", + "api_calls": 0, + "input_tokens": 22559, + "cached_input_tokens": 21888, + "output_tokens": 208, + "total_tokens": 22767, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2468, + "estimated_output_tokens": 192, + "estimated_total_tokens": 2660, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16042.51, + "sql_execution_elapsed_ms_total": 29.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_90ce5ffb2b0fc505\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00c7d1713295dcc5496f1eb88144ad1a80e64fd0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:50:12.115426+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16042.51, "started_at": "2026-05-04T07:49:56.051180+00:00", "ended_at": "2026-05-04T07:50:12.093737+00:00", "prompt_metrics": {"chars": 7666, "bytes_utf8": 7666, "lines": 230, "estimated_tokens": 2468}, "response_metrics": {"chars": 667, "bytes_utf8": 667, "lines": 1, "estimated_tokens": 192}, "usage": {"input_tokens": 22559, "cached_input_tokens": 21888, "output_tokens": 208}, "stderr_preview": "2026-05-04T07:49:56.248950Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:49:59.242868Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 24.06035\\n)\\nSELECT AVG(\\\"81.8828\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the provided Filtered Median Numeric Slice template with measure_col=\\\"81.8828\\\" and predicate_col=\\\"27.7004\\\" >= 24.06035. Cast TEXT columns to REAL for SQLite-compatible numeric ordering and aggregation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a90c4295b9b139403a986c5555dfdd451549b761 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_90ce5ffb2b0fc505/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_90ce5ffb2b0fc505", + "api_calls": 0, + "input_tokens": 22559, + "cached_input_tokens": 21888, + "output_tokens": 208, + "total_tokens": 22767, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2468, + "estimated_output_tokens": 192, + "estimated_total_tokens": 2660, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16042.51, + "sql_execution_elapsed_ms_total": 29.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_90ce5ffb2b0fc505\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3feeaa6b559cd1564e3554606027eaf112e61525 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6979, "bytes_utf8": 6979, "lines": 226, "estimated_tokens": 2276}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 324, "bytes_utf8": 324, "lines": 1, "estimated_tokens": 81}, "usage": {"input_tokens": 22367, "cached_input_tokens": 21888, "output_tokens": 97}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f2586d79f0d9221d35956b997f875c16d3423b1f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_911491806429624c", + "api_calls": 0, + "input_tokens": 22367, + "cached_input_tokens": 21888, + "output_tokens": 97, + "total_tokens": 22464, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2276, + "estimated_output_tokens": 81, + "estimated_total_tokens": 2357, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12425.75, + "sql_execution_elapsed_ms_total": 8.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_911491806429624c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e18b2435d8f6f45ac17da3bae9ec152834836a66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:58:30.683835+00:00", + "ended_at": "2026-05-04T07:58:43.109189+00:00", + "elapsed_ms": 12425.75, + "prompt_metrics": { + "chars": 6979, + "bytes_utf8": 6979, + "lines": 226, + "estimated_tokens": 2276 + }, + "stdout_metrics": { + "chars": 643, + "bytes_utf8": 643, + "lines": 4, + "estimated_tokens": 182 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13221 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 324, + "bytes_utf8": 324, + "lines": 1, + "estimated_tokens": 81 + }, + "usage": { + "input_tokens": 22367, + "cached_input_tokens": 21888, + "output_tokens": 97 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45c215029efff24ee66f610c438ad777827bfd26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "g", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b3ef8243cd516cd1eb08b58f6e899666d3c8183 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fe-f398-7c41-af4a-3be9cbd60c02"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"g\\\" and the single table \\\"n11\\\". Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22367,"cached_input_tokens":21888,"output_tokens":97}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a3ecebbaaefe6bc6274937c708fb5192d241d02 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"g\" and the single table \"n11\". Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..649ec763c8f6dfe45d4288c6b9d80d03286c6954 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:58:30.871999Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:58:33.331243Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:58:42.249566Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dcebffa13ca3975e3a798ce423c1c3f9af4163d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g. +Result preview: [{"g": "g", "row_count": 12331}, {"g": "h", "row_count": 6688}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1d2dd57f95bfc031ee54b77f4ce621abc336f9a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_911491806429624c +-- problem_id: v2p_n11_2dbe7d52dde2c428 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..24701c1bd235c6835b365ce0695e98758c09bf94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"g\", \"row_count\"], \"rows\": [{\"g\": \"g\", \"row_count\": 12331}, {\"g\": \"h\", \"row_count\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.54}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..519d896f21448993e2bb50d34c46272139516baf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:58:30.676848+00:00", + "ended_at": "2026-05-04T07:58:43.144884+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_911491806429624c", + "problem_id": "v2p_n11_2dbe7d52dde2c428", + "dataset_id": "n11", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "bindings": { + "group_col": "g", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_911491806429624c.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_911491806429624c", + "api_calls": 0, + "input_tokens": 22367, + "cached_input_tokens": 21888, + "output_tokens": 97, + "total_tokens": 22464, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2276, + "estimated_output_tokens": 81, + "estimated_total_tokens": 2357, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12425.75, + "sql_execution_elapsed_ms_total": 8.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_911491806429624c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2dc8d4ed72131d118007c0c0102a64af95239bf8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_911491806429624c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:58:43.128105+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12425.75, "started_at": "2026-05-04T07:58:30.683835+00:00", "ended_at": "2026-05-04T07:58:43.109189+00:00", "prompt_metrics": {"chars": 6979, "bytes_utf8": 6979, "lines": 226, "estimated_tokens": 2276}, "response_metrics": {"chars": 324, "bytes_utf8": 324, "lines": 1, "estimated_tokens": 81}, "usage": {"input_tokens": 22367, "cached_input_tokens": 21888, "output_tokens": 97}, "stderr_preview": "2026-05-04T07:58:30.871999Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:58:33.331243Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "predicate_col": "0.3918", + "predicate_op": ">=", + "predicate_value": 0.5037, + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab37cc6aa0f34221e1e66e41218050e6b8e3ee3b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df207-f656-7ed2-825e-05a5ea480867"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"0.3918\\\" AS REAL) >= 0.5037\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the provided template and bindings exactly, with CAST to REAL for TEXT-typed numeric columns in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22480,"cached_input_tokens":19840,"output_tokens":117}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..905771fadfd740fe38fc7fa6bd63cf4ad8fd8a08 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"2.6449\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"0.3918\" AS REAL) >= 0.5037\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Used the provided template and bindings exactly, with CAST to REAL for TEXT-typed numeric columns in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b3da5d9579f6dbbb5fb21cb05c722216dcac90e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:21.404101Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:23.838002Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:33.452003Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a052fde28085428c5822ed093c8c073f48c78384 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=2.6449. +Result preview: [{"g": "g", "total_measure": 6940.2458}, {"g": "h", "total_measure": 4253.3347}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9c5ee6986341f828cd85cbd1e6e30fe7b0010c32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_930433313e5309b1 +-- problem_id: v2p_n11_388f0b834545fd8e +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("2.6449" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("0.3918" AS REAL) >= 0.5037 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..255d6e12fc817799a2180fadd945f372f05f2162 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"2.6449\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"0.3918\" AS REAL) >= 0.5037\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"0.3918\\\" AS REAL) >= 0.5037\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 6940.2458}, {\"g\": \"h\", \"total_measure\": 4253.3347}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.17}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eb8375697b096387cf40f9a7e17b8086d432ac8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:08:21.196136+00:00", + "ended_at": "2026-05-04T08:08:34.176617+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_930433313e5309b1", + "problem_id": "v2p_n11_388f0b834545fd8e", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=2.6449.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "predicate_col": "0.3918", + "predicate_op": ">=", + "predicate_value": 0.5037, + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_930433313e5309b1.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_930433313e5309b1", + "api_calls": 0, + "input_tokens": 22480, + "cached_input_tokens": 19840, + "output_tokens": 117, + "total_tokens": 22597, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2391, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2492, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12936.06, + "sql_execution_elapsed_ms_total": 10.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_930433313e5309b1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2cc5ddbd1c0f88354e03a437407f995810b24834 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:08:34.156172+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12936.06, "started_at": "2026-05-04T08:08:21.201746+00:00", "ended_at": "2026-05-04T08:08:34.136856+00:00", "prompt_metrics": {"chars": 7344, "bytes_utf8": 7344, "lines": 232, "estimated_tokens": 2391}, "response_metrics": {"chars": 343, "bytes_utf8": 343, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22480, "cached_input_tokens": 19840, "output_tokens": 117}, "stderr_preview": "2026-05-04T08:08:21.404101Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:23.838002Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.5037\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the provided template and bindings exactly, with CAST to REAL for TEXT-typed numeric columns in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8e3659b9d7ee48c492f82d5eb376f9daa62f7faa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_930433313e5309b1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_930433313e5309b1", + "api_calls": 0, + "input_tokens": 22480, + "cached_input_tokens": 19840, + "output_tokens": 117, + "total_tokens": 22597, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2391, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2492, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12936.06, + "sql_execution_elapsed_ms_total": 10.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_930433313e5309b1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_94a832542d7387ae/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_94a832542d7387ae/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba2e4936b869f465ab55d5e238e3d73477f978c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_94a832542d7387ae/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"0.1982": "0.194", "support": 18, "avg_response": 15.827327777777779}, {"0.1982": "0.1939", "support": 16, "avg_response": 22.29476875}, {"0.1982": "0.2", "support": 16, "avg_response": 18.260425}, {"0.1982": "0.2126", "support": 16, "avg_response": 16.548225}, {"0.1982": "0.2251", "support": 15, "avg_response": 16.57204}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_94a832542d7387ae/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_94a832542d7387ae/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2252d5430489aa1bb45733b6e368b440a712a221 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_94a832542d7387ae/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_94a832542d7387ae +-- problem_id: v2p_n11_1b45f5fd6444d47c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.1982", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "0.1982" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_94a832542d7387ae/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_94a832542d7387ae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5da7bb030a1452b12e334feeac30f2617a42079d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_94a832542d7387ae/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_94a832542d7387ae\n-- problem_id: v2p_n11_1b45f5fd6444d47c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"0.1982\",\n COUNT(*) AS support,\n AVG(\"16.0021\") AS avg_response\nFROM \"n11\"\nGROUP BY \"0.1982\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_94a832542d7387ae\\n-- problem_id: v2p_n11_1b45f5fd6444d47c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"0.1982\\\",\\n COUNT(*) AS support,\\n AVG(\\\"16.0021\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"0.1982\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"0.1982\", \"support\", \"avg_response\"], \"rows\": [{\"0.1982\": \"0.194\", \"support\": 18, \"avg_response\": 15.827327777777779}, {\"0.1982\": \"0.1939\", \"support\": 16, \"avg_response\": 22.29476875}, {\"0.1982\": \"0.2\", \"support\": 16, \"avg_response\": 18.260425}, {\"0.1982\": \"0.2126\", \"support\": 16, \"avg_response\": 16.548225}, {\"0.1982\": \"0.2251\", \"support\": 15, \"avg_response\": 16.57204}, {\"0.1982\": \"0.217\", \"support\": 15, \"avg_response\": 15.714906666666668}, {\"0.1982\": \"0.1279\", \"support\": 14, \"avg_response\": 32.64492142857143}, {\"0.1982\": \"0.0934\", \"support\": 14, \"avg_response\": 29.927578571428572}, {\"0.1982\": \"0.1247\", \"support\": 14, \"avg_response\": 29.23275}, {\"0.1982\": \"0.1208\", \"support\": 14, \"avg_response\": 28.88687142857143}, {\"0.1982\": \"0.1302\", \"support\": 14, \"avg_response\": 28.28177857142857}, {\"0.1982\": \"0.1245\", \"support\": 14, \"avg_response\": 27.966092857142858}, {\"0.1982\": \"0.1504\", \"support\": 14, \"avg_response\": 26.436371428571427}, {\"0.1982\": \"0.1515\", \"support\": 14, \"avg_response\": 24.797950000000004}, {\"0.1982\": \"0.1458\", \"support\": 14, \"avg_response\": 23.56812857142857}, {\"0.1982\": \"0.1568\", \"support\": 14, \"avg_response\": 23.29197142857143}, {\"0.1982\": \"0.169\", \"support\": 14, \"avg_response\": 21.679121428571428}, {\"0.1982\": \"0.1772\", \"support\": 14, \"avg_response\": 19.616342857142858}, {\"0.1982\": \"0.1581\", \"support\": 14, \"avg_response\": 18.408242857142856}, {\"0.1982\": \"0.1665\", \"support\": 14, \"avg_response\": 17.761792857142858}, {\"0.1982\": \"0.1812\", \"support\": 14, \"avg_response\": 15.618864285714285}, {\"0.1982\": \"0.1033\", \"support\": 13, \"avg_response\": 34.82896923076923}, {\"0.1982\": \"0.1121\", \"support\": 13, \"avg_response\": 27.630161538461536}, {\"0.1982\": \"0.1427\", \"support\": 13, \"avg_response\": 27.381723076923077}, {\"0.1982\": \"0.1134\", \"support\": 13, \"avg_response\": 27.37170769230769}, {\"0.1982\": \"0.1394\", \"support\": 13, \"avg_response\": 23.49314615384615}, {\"0.1982\": \"0.1404\", \"support\": 13, \"avg_response\": 22.805669230769233}, {\"0.1982\": \"0.1429\", \"support\": 13, \"avg_response\": 21.595607692307695}, {\"0.1982\": \"0.1576\", \"support\": 13, \"avg_response\": 20.434423076923075}, {\"0.1982\": \"0.1922\", \"support\": 13, \"avg_response\": 19.397169230769233}, {\"0.1982\": \"0.1578\", \"support\": 13, \"avg_response\": 19.168115384615383}, {\"0.1982\": \"0.25\", \"support\": 13, \"avg_response\": 14.559115384615383}, {\"0.1982\": \"0.0931\", \"support\": 12, \"avg_response\": 39.475766666666665}, {\"0.1982\": \"0.1038\", \"support\": 12, \"avg_response\": 39.113425}, {\"0.1982\": \"0.1064\", \"support\": 12, \"avg_response\": 35.79739166666666}, {\"0.1982\": \"0.1037\", \"support\": 12, \"avg_response\": 33.890433333333334}, {\"0.1982\": \"0.1304\", \"support\": 12, \"avg_response\": 30.935133333333336}, {\"0.1982\": \"0.0987\", \"support\": 12, \"avg_response\": 29.463333333333335}, {\"0.1982\": \"0.0986\", \"support\": 12, \"avg_response\": 29.42605}, {\"0.1982\": \"0.1292\", \"support\": 12, \"avg_response\": 28.202341666666666}, {\"0.1982\": \"0.1206\", \"support\": 12, \"avg_response\": 26.866066666666665}, {\"0.1982\": \"0.1153\", \"support\": 12, \"avg_response\": 26.678708333333333}, {\"0.1982\": \"0.1708\", \"support\": 12, \"avg_response\": 26.502533333333332}, {\"0.1982\": \"0.1603\", \"support\": 12, \"avg_response\": 25.72305}, {\"0.1982\": \"0.1337\", \"support\": 12, \"avg_response\": 25.559025000000002}, {\"0.1982\": \"0.1593\", \"support\": 12, \"avg_response\": 24.869525}, {\"0.1982\": \"0.1405\", \"support\": 12, \"avg_response\": 24.630966666666666}, {\"0.1982\": \"0.167\", \"support\": 12, \"avg_response\": 22.994333333333334}, {\"0.1982\": \"0.1412\", \"support\": 12, \"avg_response\": 22.305366666666668}, {\"0.1982\": \"0.1437\", \"support\": 12, \"avg_response\": 22.178275}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 20.51}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_94a832542d7387ae/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_94a832542d7387ae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d083655de6f2a4f28ee960bec05c01699a8c268b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_94a832542d7387ae/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.243833+00:00", + "ended_at": "2026-05-04T08:16:37.268034+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_94a832542d7387ae", + "problem_id": "v2p_n11_1b45f5fd6444d47c", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=16.0021, key_col=0.1982.", + "bindings": { + "key_col": "0.1982", + "measure_col": "16.0021", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=14", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 14, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_94a832542d7387ae.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_94a832542d7387ae/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_94a832542d7387ae/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_94a832542d7387ae/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_99445a0ce32c9212/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_99445a0ce32c9212/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d45267a963c17631f863e3d69dfff0d6a9da79a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_99445a0ce32c9212/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"0.3918": "0.6", "support": 16, "avg_response": 2.35349375}, {"0.3918": "0.2979", "support": 12, "avg_response": 2.9508916666666667}, {"0.3918": "0.4", "support": 12, "avg_response": 2.5979666666666668}, {"0.3918": "0.4116", "support": 12, "avg_response": 2.561325}, {"0.3918": "0.193", "support": 11, "avg_response": 3.2204545454545452}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_99445a0ce32c9212/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_99445a0ce32c9212/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9210cbe0e3536270e61d10be916e64ec047ea4c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_99445a0ce32c9212/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_99445a0ce32c9212 +-- problem_id: v2p_n11_8dcc7a8b314ed3d4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.3918", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "0.3918" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_99445a0ce32c9212/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_99445a0ce32c9212/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f370cde46fc6ccc132fecaf3e57972ed469fd6d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_99445a0ce32c9212/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_99445a0ce32c9212\n-- problem_id: v2p_n11_8dcc7a8b314ed3d4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"0.3918\",\n COUNT(*) AS support,\n AVG(\"2.6449\") AS avg_response\nFROM \"n11\"\nGROUP BY \"0.3918\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_99445a0ce32c9212\\n-- problem_id: v2p_n11_8dcc7a8b314ed3d4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"0.3918\\\",\\n COUNT(*) AS support,\\n AVG(\\\"2.6449\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"0.3918\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"0.3918\", \"support\", \"avg_response\"], \"rows\": [{\"0.3918\": \"0.6\", \"support\": 16, \"avg_response\": 2.35349375}, {\"0.3918\": \"0.2979\", \"support\": 12, \"avg_response\": 2.9508916666666667}, {\"0.3918\": \"0.4\", \"support\": 12, \"avg_response\": 2.5979666666666668}, {\"0.3918\": \"0.4116\", \"support\": 12, \"avg_response\": 2.561325}, {\"0.3918\": \"0.193\", \"support\": 11, \"avg_response\": 3.2204545454545452}, {\"0.3918\": \"0.2408\", \"support\": 11, \"avg_response\": 3.1865909090909095}, {\"0.3918\": \"0.2175\", \"support\": 11, \"avg_response\": 3.1565818181818184}, {\"0.3918\": \"0.2214\", \"support\": 11, \"avg_response\": 3.0980909090909092}, {\"0.3918\": \"0.5\", \"support\": 11, \"avg_response\": 2.560563636363636}, {\"0.3918\": \"0.6154\", \"support\": 11, \"avg_response\": 2.3317363636363635}, {\"0.3918\": \"0.1599\", \"support\": 10, \"avg_response\": 3.5328000000000004}, {\"0.3918\": \"0.1876\", \"support\": 10, \"avg_response\": 3.42314}, {\"0.3918\": \"0.1777\", \"support\": 10, \"avg_response\": 3.3664}, {\"0.3918\": \"0.1951\", \"support\": 10, \"avg_response\": 3.30471}, {\"0.3918\": \"0.1854\", \"support\": 10, \"avg_response\": 3.19179}, {\"0.3918\": \"0.2457\", \"support\": 10, \"avg_response\": 3.11985}, {\"0.3918\": \"0.2313\", \"support\": 10, \"avg_response\": 3.11487}, {\"0.3918\": \"0.2562\", \"support\": 10, \"avg_response\": 3.03975}, {\"0.3918\": \"0.2627\", \"support\": 10, \"avg_response\": 3.0371300000000003}, {\"0.3918\": \"0.2689\", \"support\": 10, \"avg_response\": 3.01531}, {\"0.3918\": \"0.2802\", \"support\": 10, \"avg_response\": 2.96795}, {\"0.3918\": \"0.2598\", \"support\": 10, \"avg_response\": 2.96561}, {\"0.3918\": \"0.2876\", \"support\": 10, \"avg_response\": 2.87674}, {\"0.3918\": \"0.2857\", \"support\": 10, \"avg_response\": 2.85651}, {\"0.3918\": \"0.3108\", \"support\": 10, \"avg_response\": 2.85195}, {\"0.3918\": \"0.312\", \"support\": 10, \"avg_response\": 2.8115300000000003}, {\"0.3918\": \"0.3979\", \"support\": 10, \"avg_response\": 2.76704}, {\"0.3918\": \"0.3846\", \"support\": 10, \"avg_response\": 2.68825}, {\"0.3918\": \"0.4709\", \"support\": 10, \"avg_response\": 2.52046}, {\"0.3918\": \"0.6667\", \"support\": 10, \"avg_response\": 2.37939}, {\"0.3918\": \"0.5012\", \"support\": 10, \"avg_response\": 2.34954}, {\"0.3918\": \"0.5714\", \"support\": 10, \"avg_response\": 2.33263}, {\"0.3918\": \"0.1688\", \"support\": 9, \"avg_response\": 3.537122222222222}, {\"0.3918\": \"0.1812\", \"support\": 9, \"avg_response\": 3.3900333333333332}, {\"0.3918\": \"0.1805\", \"support\": 9, \"avg_response\": 3.3302555555555555}, {\"0.3918\": \"0.1969\", \"support\": 9, \"avg_response\": 3.275155555555555}, {\"0.3918\": \"0.2183\", \"support\": 9, \"avg_response\": 3.2434}, {\"0.3918\": \"0.2087\", \"support\": 9, \"avg_response\": 3.225188888888889}, {\"0.3918\": \"0.1947\", \"support\": 9, \"avg_response\": 3.217222222222222}, {\"0.3918\": \"0.212\", \"support\": 9, \"avg_response\": 3.178688888888889}, {\"0.3918\": \"0.2063\", \"support\": 9, \"avg_response\": 3.1290222222222224}, {\"0.3918\": \"0.2217\", \"support\": 9, \"avg_response\": 3.1111}, {\"0.3918\": \"0.2384\", \"support\": 9, \"avg_response\": 3.094722222222222}, {\"0.3918\": \"0.2213\", \"support\": 9, \"avg_response\": 3.0657555555555556}, {\"0.3918\": \"0.2336\", \"support\": 9, \"avg_response\": 3.0379666666666667}, {\"0.3918\": \"0.2723\", \"support\": 9, \"avg_response\": 3.011977777777778}, {\"0.3918\": \"0.279\", \"support\": 9, \"avg_response\": 2.956322222222222}, {\"0.3918\": \"0.269\", \"support\": 9, \"avg_response\": 2.9548}, {\"0.3918\": \"0.262\", \"support\": 9, \"avg_response\": 2.9491444444444443}, {\"0.3918\": \"0.307\", \"support\": 9, \"avg_response\": 2.9444333333333335}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 22.31}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_99445a0ce32c9212/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_99445a0ce32c9212/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dcb0fad731daefd302603be79275b730390eac2c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_99445a0ce32c9212/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.189630+00:00", + "ended_at": "2026-05-04T08:16:37.216214+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_99445a0ce32c9212", + "problem_id": "v2p_n11_8dcc7a8b314ed3d4", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=2.6449, key_col=0.3918.", + "bindings": { + "key_col": "0.3918", + "measure_col": "2.6449", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=12", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 12, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_99445a0ce32c9212.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_99445a0ce32c9212/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_99445a0ce32c9212/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_99445a0ce32c9212/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c9d4683273797c76480b09deab1e4f293f8df0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7386, "bytes_utf8": 7386, "lines": 228, "estimated_tokens": 2384}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 484, "bytes_utf8": 484, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 22473, "cached_input_tokens": 21888, "output_tokens": 158}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..90a80ea31f1f4cb7b011a00ab5575586963a3e6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_9a1ffeacbf923f4d", + "api_calls": 0, + "input_tokens": 22473, + "cached_input_tokens": 21888, + "output_tokens": 158, + "total_tokens": 22631, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2384, + "estimated_output_tokens": 133, + "estimated_total_tokens": 2517, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10832.96, + "sql_execution_elapsed_ms_total": 12.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_9a1ffeacbf923f4d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7e59aa2da4e01c10c7ceae10c0600dd7ff89e214 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:11:48.741837+00:00", + "ended_at": "2026-05-04T08:11:59.574877+00:00", + "elapsed_ms": 10832.96, + "prompt_metrics": { + "chars": 7386, + "bytes_utf8": 7386, + "lines": 228, + "estimated_tokens": 2384 + }, + "stdout_metrics": { + "chars": 825, + "bytes_utf8": 825, + "lines": 4, + "estimated_tokens": 247 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13211 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 484, + "bytes_utf8": 484, + "lines": 1, + "estimated_tokens": 133 + }, + "usage": { + "input_tokens": 22473, + "cached_input_tokens": 21888, + "output_tokens": 158 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b06fd987b60a099f16577ecd408e62e898dcb4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.3918.", + "planned_template_id": "tpl_tpch_max_aggregate_winner", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f5fccfeb1c18140992ad68a9be0ff64e7733f27 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-2118-7243-9393-ed2a23510ade"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the provided Max Aggregate Winner Selection template with group_col=\\\"g\\\" and measure_col=\\\"0.3918\\\". Cast \\\"0.3918\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22473,"cached_input_tokens":21888,"output_tokens":158}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8085ac25cde298e221e8a80acbf0ecdeeab266f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"0.3918\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"g\";","notes":"Used the provided Max Aggregate Winner Selection template with group_col=\"g\" and measure_col=\"0.3918\". Cast \"0.3918\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87ea8e9e235a208ba624ac35a168d564ecd1465d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:48.953600Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:51.314273Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:58.709490Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ca9090d2dab18e60888c4c2544de727e22413a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.3918. +Result preview: [{"g": "g", "total_measure": 4730.6667}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..58f9d4e348ea2d1517282457b6abe644b2a829d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n11_9a1ffeacbf923f4d +-- problem_id: v2p_n11_4e8d945a5ef1e617 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("0.3918" AS REAL)) AS total_measure + FROM "n11" + GROUP BY "g" +) +SELECT "g", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "g"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d4213270fbe8d9034f63ddd0ca9bad191693d2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"0.3918\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 4730.6667}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.87}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b0f7bc3e167bfb95d0ebde58f29c8084ff591cec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:11:48.737458+00:00", + "ended_at": "2026-05-04T08:11:59.611998+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_9a1ffeacbf923f4d", + "problem_id": "v2p_n11_4e8d945a5ef1e617", + "dataset_id": "n11", + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.3918.", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=113" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_9a1ffeacbf923f4d.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_9a1ffeacbf923f4d", + "api_calls": 0, + "input_tokens": 22473, + "cached_input_tokens": 21888, + "output_tokens": 158, + "total_tokens": 22631, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2384, + "estimated_output_tokens": 133, + "estimated_total_tokens": 2517, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10832.96, + "sql_execution_elapsed_ms_total": 12.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_9a1ffeacbf923f4d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b92dd63434aa4d160dc1a8886d70a8ba38f021e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9a1ffeacbf923f4d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:59.591951+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10832.96, "started_at": "2026-05-04T08:11:48.741837+00:00", "ended_at": "2026-05-04T08:11:59.574877+00:00", "prompt_metrics": {"chars": 7386, "bytes_utf8": 7386, "lines": 228, "estimated_tokens": 2384}, "response_metrics": {"chars": 484, "bytes_utf8": 484, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 22473, "cached_input_tokens": 21888, "output_tokens": 158}, "stderr_preview": "2026-05-04T08:11:48.953600Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:51.314273Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9d3e5000ee91709e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9d3e5000ee91709e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4c36660907105df58e464a72b395e5fe12f83772 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9d3e5000ee91709e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_9d3e5000ee91709e\n-- problem_id: v2p_n11_ca8e6cb083401014\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"22.011\",\n COUNT(*) AS support,\n AVG(\"16.0021\") AS avg_response\nFROM \"n11\"\nGROUP BY \"22.011\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_9d3e5000ee91709e\\n-- problem_id: v2p_n11_ca8e6cb083401014\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"22.011\\\",\\n COUNT(*) AS support,\\n AVG(\\\"16.0021\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"22.011\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"22.011\", \"support\", \"avg_response\"], \"rows\": [{\"22.011\": \"0\", \"support\": 39, \"avg_response\": 0.5371461538461539}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.21}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9d3e5000ee91709e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9d3e5000ee91709e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..07519d483533c04f6aa371b2c18a9956e1616329 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9d3e5000ee91709e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.466854+00:00", + "ended_at": "2026-05-04T08:16:37.492341+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_9d3e5000ee91709e", + "problem_id": "v2p_n11_ca8e6cb083401014", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=16.0021, key_col=22.011.", + "bindings": { + "key_col": "22.011", + "measure_col": "16.0021", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=22", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 22, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_9d3e5000ee91709e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9d3e5000ee91709e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9d3e5000ee91709e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9d3e5000ee91709e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6781fb5fd773bf050e5f932c38108b8641fb809a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_9f54dcb07b4a282e +-- problem_id: v2p_n11_c4827e2af512e353 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "81.8828", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "81.8828" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cebfe29dbf0e8089d1fdec692e1343a8ef60b8a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_9f54dcb07b4a282e\n-- problem_id: v2p_n11_c4827e2af512e353\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"81.8828\",\n COUNT(*) AS support,\n AVG(\"0.3918\") AS avg_response\nFROM \"n11\"\nGROUP BY \"81.8828\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_9f54dcb07b4a282e\\n-- problem_id: v2p_n11_c4827e2af512e353\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"81.8828\\\",\\n COUNT(*) AS support,\\n AVG(\\\"0.3918\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"81.8828\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"81.8828\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ea04c0d54fe6f5bf02b688d48f722b4993f0d5ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.875565+00:00", + "ended_at": "2026-05-04T08:16:37.901866+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_9f54dcb07b4a282e", + "problem_id": "v2p_n11_c4827e2af512e353", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=0.3918, key_col=81.8828.", + "bindings": { + "key_col": "81.8828", + "measure_col": "0.3918", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=36", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 36, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_9f54dcb07b4a282e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3492f3c6e031dd19cbdd1be8f1da15ed1a212198 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6979, "bytes_utf8": 6979, "lines": 226, "estimated_tokens": 2276}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 267, "bytes_utf8": 267, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22367, "cached_input_tokens": 21888, "output_tokens": 87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d33d3552acb61b6a5960896a44f1a9985b0aafbe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_9f61b37970c6e382", + "api_calls": 0, + "input_tokens": 22367, + "cached_input_tokens": 21888, + "output_tokens": 87, + "total_tokens": 22454, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2276, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2347, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11247.46, + "sql_execution_elapsed_ms_total": 9.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_9f61b37970c6e382\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..63ab077aa348e508543bf3c043604d707511ea50 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:59:04.713986+00:00", + "ended_at": "2026-05-04T07:59:15.961481+00:00", + "elapsed_ms": 11247.46, + "prompt_metrics": { + "chars": 6979, + "bytes_utf8": 6979, + "lines": 226, + "estimated_tokens": 2276 + }, + "stdout_metrics": { + "chars": 586, + "bytes_utf8": 586, + "lines": 4, + "estimated_tokens": 171 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13231 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 267, + "bytes_utf8": 267, + "lines": 1, + "estimated_tokens": 71 + }, + "usage": { + "input_tokens": 22367, + "cached_input_tokens": 21888, + "output_tokens": 87 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ccdd4cc045451419df61c0da96644d16e7f7461 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "g", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a2708639a22d2883856188c9658e9e67e9796a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ff-788e-7c42-8123-f754acb1d999"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"g\\\" on the single table \\\"n11\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22367,"cached_input_tokens":21888,"output_tokens":87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96f00a1ecd60944afeee70d84bca374ec6f287ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"g\" on the single table \"n11\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df51ead0e7d84720bfbfb0274d573a1e70b69d07 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:59:04.889977Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:59:07.768585Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:59:15.022929Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dcebffa13ca3975e3a798ce423c1c3f9af4163d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g. +Result preview: [{"g": "g", "row_count": 12331}, {"g": "h", "row_count": 6688}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5178c758626cf2ada50d1c2de513dab705b15e04 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_9f61b37970c6e382 +-- problem_id: v2p_n11_49c29b8f5b91a5d9 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2d21d3fca65ec4a42953f70fa14875194c4bb57b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"g\", \"row_count\"], \"rows\": [{\"g\": \"g\", \"row_count\": 12331}, {\"g\": \"h\", \"row_count\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.64}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e4ae885f68029e12c1fdb27a85f39475f5eff7e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:59:04.709990+00:00", + "ended_at": "2026-05-04T07:59:15.996478+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_9f61b37970c6e382", + "problem_id": "v2p_n11_49c29b8f5b91a5d9", + "dataset_id": "n11", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "bindings": { + "group_col": "g", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=77" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_9f61b37970c6e382.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_9f61b37970c6e382", + "api_calls": 0, + "input_tokens": 22367, + "cached_input_tokens": 21888, + "output_tokens": 87, + "total_tokens": 22454, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2276, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2347, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11247.46, + "sql_execution_elapsed_ms_total": 9.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_9f61b37970c6e382\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e28e163abc45e62caf33f1580aaf58f5cec42ed5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_9f61b37970c6e382/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:59:15.975399+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11247.46, "started_at": "2026-05-04T07:59:04.713986+00:00", "ended_at": "2026-05-04T07:59:15.961481+00:00", "prompt_metrics": {"chars": 6979, "bytes_utf8": 6979, "lines": 226, "estimated_tokens": 2276}, "response_metrics": {"chars": 267, "bytes_utf8": 267, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22367, "cached_input_tokens": 21888, "output_tokens": 87}, "stderr_preview": "2026-05-04T07:59:04.889977Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:59:07.768585Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a165737dbd026176/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a165737dbd026176/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1658d2d3b445d4c4439f72d8d9be90c637fb35b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a165737dbd026176/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_a165737dbd026176\n-- problem_id: v2p_n11_e5285a066c65c918\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"40.092\",\n COUNT(*) AS support,\n AVG(\"16.0021\") AS avg_response\nFROM \"n11\"\nGROUP BY \"40.092\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_a165737dbd026176\\n-- problem_id: v2p_n11_e5285a066c65c918\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"40.092\\\",\\n COUNT(*) AS support,\\n AVG(\\\"16.0021\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"40.092\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"40.092\", \"support\", \"avg_response\"], \"rows\": [{\"40.092\": \"0.0002\", \"support\": 7, \"avg_response\": 0.002142857142857143}, {\"40.092\": \"0\", \"support\": 5, \"avg_response\": 2.1613599999999997}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.98}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a165737dbd026176/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a165737dbd026176/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f1a0ad100200eeba8aadfe69a0a9ae1f02dcc88f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a165737dbd026176/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.699362+00:00", + "ended_at": "2026-05-04T08:16:37.725765+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_a165737dbd026176", + "problem_id": "v2p_n11_e5285a066c65c918", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=16.0021, key_col=40.092.", + "bindings": { + "key_col": "40.092", + "measure_col": "16.0021", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=30", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 30, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_a165737dbd026176.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a165737dbd026176/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a165737dbd026176/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a165737dbd026176/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..742f5a3819c63dd71cb3c8f32f7b4d9f5ad2e850 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7078, "bytes_utf8": 7078, "lines": 228, "estimated_tokens": 2307}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 349, "bytes_utf8": 349, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22398, "cached_input_tokens": 21888, "output_tokens": 124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1a04203af7c375fa001a479ffb5c3710d4e3a603 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a1b44a05e6b784ae", + "api_calls": 0, + "input_tokens": 22398, + "cached_input_tokens": 21888, + "output_tokens": 124, + "total_tokens": 22522, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2307, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2404, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12036.2, + "sql_execution_elapsed_ms_total": 13.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_a1b44a05e6b784ae\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..75afe637dabdc3ba6cea2a2e36e15a105a3ac8bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:00:53.521868+00:00", + "ended_at": "2026-05-04T08:01:05.556867+00:00", + "elapsed_ms": 12036.2, + "prompt_metrics": { + "chars": 7078, + "bytes_utf8": 7078, + "lines": 228, + "estimated_tokens": 2307 + }, + "stdout_metrics": { + "chars": 673, + "bytes_utf8": 673, + "lines": 4, + "estimated_tokens": 204 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13246 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 349, + "bytes_utf8": 349, + "lines": 1, + "estimated_tokens": 97 + }, + "usage": { + "input_tokens": 22398, + "cached_input_tokens": 21888, + "output_tokens": 124 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c0b06d1ee91598ccc13e42a5bf7334be48c2ceb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=-8.2027.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.481388, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..50cec9dad1428c5226dc866b9db92b7b24b85b12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df201-2189-74a2-a3fb-2f5aa4ae3a54"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"-8.2027\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=\\\"g\\\" and measure_col=\\\"-8.2027\\\". Casted the measure column to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22398,"cached_input_tokens":21888,"output_tokens":124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4663b78898fb75ad7f746a68a3dd818e5175de5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"-8.2027\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col=\"g\" and measure_col=\"-8.2027\". Casted the measure column to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..071d03f747708aa1acc71a9bd07f19fe730b269f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:00:53.709478Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:00:56.191881Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:01:04.874942Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..841a0c8dad7bcfa3c334df4d744cbf28ad95b8a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=-8.2027. +Result preview: [{"g": "h", "avg_measure": 0.3582453349282297}, {"g": "g", "avg_measure": 0.1915534506528262}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3cc8bde54db3c50536353cf679bd9e8fe974fe5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_a1b44a05e6b784ae +-- problem_id: v2p_n11_2801e6545810cdfa +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("-8.2027" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8dd160f8dbc28d3f21a51d8f5002b4c9d6ffa868 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"-8.2027\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"-8.2027\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 0.3582453349282297}, {\"g\": \"g\", \"avg_measure\": 0.1915534506528262}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.03}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..03f1e43c49d824eabae9cec8c67648e4703d3556 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:00:53.516912+00:00", + "ended_at": "2026-05-04T08:01:05.595974+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_a1b44a05e6b784ae", + "problem_id": "v2p_n11_2801e6545810cdfa", + "dataset_id": "n11", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=-8.2027.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.481388, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_a1b44a05e6b784ae.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a1b44a05e6b784ae", + "api_calls": 0, + "input_tokens": 22398, + "cached_input_tokens": 21888, + "output_tokens": 124, + "total_tokens": 22522, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2307, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2404, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12036.2, + "sql_execution_elapsed_ms_total": 13.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_a1b44a05e6b784ae\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f193f6bc39e8ba0b2c92f03ed7619788ed9c278 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a1b44a05e6b784ae/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:01:05.575550+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12036.2, "started_at": "2026-05-04T08:00:53.521868+00:00", "ended_at": "2026-05-04T08:01:05.556867+00:00", "prompt_metrics": {"chars": 7078, "bytes_utf8": 7078, "lines": 228, "estimated_tokens": 2307}, "response_metrics": {"chars": 349, "bytes_utf8": 349, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22398, "cached_input_tokens": 21888, "output_tokens": 124}, "stderr_preview": "2026-05-04T08:00:53.709478Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:00:56.191881Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a2c1cdc30470dda5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a2c1cdc30470dda5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86f9abb74bc9845d17b2bae1d465291f1635aebb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a2c1cdc30470dda5/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_a2c1cdc30470dda5\n-- problem_id: v2p_n11_607d8d48d901e1d3\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"0.3918\",\n COUNT(*) AS support,\n AVG(\"16.0021\") AS avg_response\nFROM \"n11\"\nGROUP BY \"0.3918\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_a2c1cdc30470dda5\\n-- problem_id: v2p_n11_607d8d48d901e1d3\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"0.3918\\\",\\n COUNT(*) AS support,\\n AVG(\\\"16.0021\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"0.3918\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"0.3918\", \"support\", \"avg_response\"], \"rows\": [{\"0.3918\": \"0.6\", \"support\": 16, \"avg_response\": 11.3562875}, {\"0.3918\": \"0.2979\", \"support\": 12, \"avg_response\": 24.716066666666666}, {\"0.3918\": \"0.4\", \"support\": 12, \"avg_response\": 15.376600000000002}, {\"0.3918\": \"0.4116\", \"support\": 12, \"avg_response\": 14.7661}, {\"0.3918\": \"0.2175\", \"support\": 11, \"avg_response\": 30.524381818181816}, {\"0.3918\": \"0.193\", \"support\": 11, \"avg_response\": 29.04470909090909}, {\"0.3918\": \"0.2214\", \"support\": 11, \"avg_response\": 23.640518181818184}, {\"0.3918\": \"0.2408\", \"support\": 11, \"avg_response\": 21.788745454545452}, {\"0.3918\": \"0.5\", \"support\": 11, \"avg_response\": 13.038227272727273}, {\"0.3918\": \"0.6154\", \"support\": 11, \"avg_response\": 9.025254545454546}, {\"0.3918\": \"0.1777\", \"support\": 10, \"avg_response\": 37.21595}, {\"0.3918\": \"0.1876\", \"support\": 10, \"avg_response\": 34.46787}, {\"0.3918\": \"0.1599\", \"support\": 10, \"avg_response\": 33.94175}, {\"0.3918\": \"0.2457\", \"support\": 10, \"avg_response\": 29.390230000000003}, {\"0.3918\": \"0.1854\", \"support\": 10, \"avg_response\": 28.84667}, {\"0.3918\": \"0.1951\", \"support\": 10, \"avg_response\": 28.699959999999997}, {\"0.3918\": \"0.2802\", \"support\": 10, \"avg_response\": 27.73039}, {\"0.3918\": \"0.2313\", \"support\": 10, \"avg_response\": 27.253480000000003}, {\"0.3918\": \"0.2598\", \"support\": 10, \"avg_response\": 24.935200000000002}, {\"0.3918\": \"0.2876\", \"support\": 10, \"avg_response\": 24.28745}, {\"0.3918\": \"0.2627\", \"support\": 10, \"avg_response\": 23.97705}, {\"0.3918\": \"0.2562\", \"support\": 10, \"avg_response\": 22.54881}, {\"0.3918\": \"0.2689\", \"support\": 10, \"avg_response\": 21.8281}, {\"0.3918\": \"0.2857\", \"support\": 10, \"avg_response\": 21.43917}, {\"0.3918\": \"0.312\", \"support\": 10, \"avg_response\": 20.0259}, {\"0.3918\": \"0.3846\", \"support\": 10, \"avg_response\": 19.36698}, {\"0.3918\": \"0.3979\", \"support\": 10, \"avg_response\": 18.36237}, {\"0.3918\": \"0.3108\", \"support\": 10, \"avg_response\": 16.212229999999998}, {\"0.3918\": \"0.4709\", \"support\": 10, \"avg_response\": 14.29907}, {\"0.3918\": \"0.5012\", \"support\": 10, \"avg_response\": 12.76494}, {\"0.3918\": \"0.5714\", \"support\": 10, \"avg_response\": 10.95578}, {\"0.3918\": \"0.6667\", \"support\": 10, \"avg_response\": 9.512550000000001}, {\"0.3918\": \"0.1688\", \"support\": 9, \"avg_response\": 46.101211111111105}, {\"0.3918\": \"0.1805\", \"support\": 9, \"avg_response\": 39.04921111111111}, {\"0.3918\": \"0.1812\", \"support\": 9, \"avg_response\": 36.016422222222225}, {\"0.3918\": \"0.2217\", \"support\": 9, \"avg_response\": 34.485055555555554}, {\"0.3918\": \"0.2087\", \"support\": 9, \"avg_response\": 31.95404444444445}, {\"0.3918\": \"0.2183\", \"support\": 9, \"avg_response\": 29.053477777777776}, {\"0.3918\": \"0.2384\", \"support\": 9, \"avg_response\": 27.646655555555554}, {\"0.3918\": \"0.1969\", \"support\": 9, \"avg_response\": 27.074722222222224}, {\"0.3918\": \"0.262\", \"support\": 9, \"avg_response\": 26.741955555555553}, {\"0.3918\": \"0.2063\", \"support\": 9, \"avg_response\": 26.166}, {\"0.3918\": \"0.1947\", \"support\": 9, \"avg_response\": 25.468333333333334}, {\"0.3918\": \"0.2649\", \"support\": 9, \"avg_response\": 25.1585}, {\"0.3918\": \"0.2213\", \"support\": 9, \"avg_response\": 24.404366666666665}, {\"0.3918\": \"0.2896\", \"support\": 9, \"avg_response\": 24.267733333333332}, {\"0.3918\": \"0.279\", \"support\": 9, \"avg_response\": 24.03703333333333}, {\"0.3918\": \"0.2685\", \"support\": 9, \"avg_response\": 23.316822222222225}, {\"0.3918\": \"0.212\", \"support\": 9, \"avg_response\": 22.979055555555554}, {\"0.3918\": \"0.2665\", \"support\": 9, \"avg_response\": 22.91507777777778}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 21.57}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a2c1cdc30470dda5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a2c1cdc30470dda5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7485410a9e9a9d64b13c03f51d8147d62b069a73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a2c1cdc30470dda5/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.161920+00:00", + "ended_at": "2026-05-04T08:16:37.183141+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_a2c1cdc30470dda5", + "problem_id": "v2p_n11_607d8d48d901e1d3", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=16.0021, key_col=0.3918.", + "bindings": { + "key_col": "0.3918", + "measure_col": "16.0021", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_a2c1cdc30470dda5.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a2c1cdc30470dda5/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a2c1cdc30470dda5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a2c1cdc30470dda5/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3e7f2d442719e5c526c88034f0aeab7661bd1bc0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7663, "bytes_utf8": 7663, "lines": 230, "estimated_tokens": 2465}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 645, "bytes_utf8": 645, "lines": 1, "estimated_tokens": 178}, "usage": {"input_tokens": 22556, "cached_input_tokens": 19840, "output_tokens": 216}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4eaab2673bdbbd94d1432da5819d72e4f7643d01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a3ead6a94471bf67", + "api_calls": 0, + "input_tokens": 22556, + "cached_input_tokens": 19840, + "output_tokens": 216, + "total_tokens": 22772, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2465, + "estimated_output_tokens": 178, + "estimated_total_tokens": 2643, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13134.79, + "sql_execution_elapsed_ms_total": 22.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_a3ead6a94471bf67\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..82f52aff0fe6b4d690de16cc009116cc982aeaca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:49:42.861693+00:00", + "ended_at": "2026-05-04T07:49:55.996621+00:00", + "elapsed_ms": 13134.79, + "prompt_metrics": { + "chars": 7663, + "bytes_utf8": 7663, + "lines": 230, + "estimated_tokens": 2465 + }, + "stdout_metrics": { + "chars": 979, + "bytes_utf8": 979, + "lines": 4, + "estimated_tokens": 295 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13201 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 645, + "bytes_utf8": 645, + "lines": 1, + "estimated_tokens": 178 + }, + "usage": { + "input_tokens": 22556, + "cached_input_tokens": 19840, + "output_tokens": 216 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..51784a5df83753360bbc6d7f92b8c4c25eb4e402 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=40.092.", + "planned_template_id": "tpl_m4_median_filtered_numeric", + "bindings": { + "measure_col": "40.092", + "predicate_col": "40.092", + "predicate_op": ">=", + "predicate_value": 45.8841, + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd86b4e343af6e2f541311ecb52769fd3504caaf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f6-e5d1-7780-ae16-4a27b08ac77f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"40.092\\\" AS REAL) AS \\\"40.092\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"40.092\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n11\\\"\\n WHERE CAST(\\\"40.092\\\" AS REAL) >= 45.8841\\n)\\nSELECT AVG(\\\"40.092\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the requested template with measure_col and predicate_col both bound to \\\"40.092\\\". Casted the TEXT column to REAL for SQLite-compatible numeric filtering, ordering, and median calculation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22556,"cached_input_tokens":19840,"output_tokens":216}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a32c77daaa8d68981d2755a7b8db2bed2fef2705 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"40.092\" AS REAL) AS \"40.092\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"40.092\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n11\"\n WHERE CAST(\"40.092\" AS REAL) >= 45.8841\n)\nSELECT AVG(\"40.092\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;","notes":"Used the requested template with measure_col and predicate_col both bound to \"40.092\". Casted the TEXT column to REAL for SQLite-compatible numeric filtering, ordering, and median calculation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..755267f7f1467e38017fad7e164795d3259b764b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:49:43.042027Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:49:45.529902Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:49:55.341837Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1a0114c347db6be02f4d6d266f9785901a6e8bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=40.092. +Result preview: [{"median_measure": 66.5938}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4535bb677983fd115f7a14be437de363cf0ab78e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n11_a3ead6a94471bf67 +-- problem_id: v2p_n11_27bc39e31f3ba0b2 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("40.092" AS REAL) AS "40.092", + ROW_NUMBER() OVER (ORDER BY CAST("40.092" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n11" + WHERE CAST("40.092" AS REAL) >= 45.8841 +) +SELECT AVG("40.092") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e00cc8e364e528bbf68e8c828d6e0356362789d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"40.092\" AS REAL) AS \"40.092\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"40.092\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n11\"\n WHERE CAST(\"40.092\" AS REAL) >= 45.8841\n)\nSELECT AVG(\"40.092\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", "result": "{\"query\": \"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"40.092\\\" AS REAL) AS \\\"40.092\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"40.092\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n11\\\"\\n WHERE CAST(\\\"40.092\\\" AS REAL) >= 45.8841\\n)\\nSELECT AVG(\\\"40.092\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\", \"columns\": [\"median_measure\"], \"rows\": [{\"median_measure\": 66.5938}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.6}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..05cca05d46fb95d07d744e60190ecf201dce1291 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:49:42.857226+00:00", + "ended_at": "2026-05-04T07:49:56.043887+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_a3ead6a94471bf67", + "problem_id": "v2p_n11_27bc39e31f3ba0b2", + "dataset_id": "n11", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=40.092.", + "bindings": { + "measure_col": "40.092", + "predicate_col": "40.092", + "predicate_op": ">=", + "predicate_value": 45.8841, + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_a3ead6a94471bf67.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a3ead6a94471bf67", + "api_calls": 0, + "input_tokens": 22556, + "cached_input_tokens": 19840, + "output_tokens": 216, + "total_tokens": 22772, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2465, + "estimated_output_tokens": 178, + "estimated_total_tokens": 2643, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13134.79, + "sql_execution_elapsed_ms_total": 22.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_a3ead6a94471bf67\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8fa694f0b2e4ce3ebae82c7cdc064b4288c76d43 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:49:56.013339+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13134.79, "started_at": "2026-05-04T07:49:42.861693+00:00", "ended_at": "2026-05-04T07:49:55.996621+00:00", "prompt_metrics": {"chars": 7663, "bytes_utf8": 7663, "lines": 230, "estimated_tokens": 2465}, "response_metrics": {"chars": 645, "bytes_utf8": 645, "lines": 1, "estimated_tokens": 178}, "usage": {"input_tokens": 22556, "cached_input_tokens": 19840, "output_tokens": 216}, "stderr_preview": "2026-05-04T07:49:43.042027Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:49:45.529902Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 45.8841\\n)\\nSELECT AVG(\\\"40.092\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the requested template with measure_col and predicate_col both bound to \\\"40.092\\\". Casted the TEXT column to REAL for SQLite-compatible numeric filtering, ordering, and median calculation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dfa7d59a614fceb00d347cc90cc70d4e482061cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a3ead6a94471bf67/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a3ead6a94471bf67", + "api_calls": 0, + "input_tokens": 22556, + "cached_input_tokens": 19840, + "output_tokens": 216, + "total_tokens": 22772, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2465, + "estimated_output_tokens": 178, + "estimated_total_tokens": 2643, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13134.79, + "sql_execution_elapsed_ms_total": 22.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_a3ead6a94471bf67\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1c2f55bb8666c64d9c669dc4a5db263278c44db0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7546, "bytes_utf8": 7546, "lines": 232, "estimated_tokens": 2453}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 561, "bytes_utf8": 561, "lines": 1, "estimated_tokens": 153}, "usage": {"input_tokens": 22544, "cached_input_tokens": 21888, "output_tokens": 196}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4c54682a9ab3db7915f8b13204812558fe845b80 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a527f21214ba4792", + "api_calls": 0, + "input_tokens": 22544, + "cached_input_tokens": 21888, + "output_tokens": 196, + "total_tokens": 22740, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2453, + "estimated_output_tokens": 153, + "estimated_total_tokens": 2606, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13353.43, + "sql_execution_elapsed_ms_total": 20.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_a527f21214ba4792\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5cb1cf49f55b61f745a4f17cb831d6ae3158be34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:47:55.591450+00:00", + "ended_at": "2026-05-04T07:48:08.949540+00:00", + "elapsed_ms": 13353.43, + "prompt_metrics": { + "chars": 7546, + "bytes_utf8": 7546, + "lines": 232, + "estimated_tokens": 2453 + }, + "stdout_metrics": { + "chars": 886, + "bytes_utf8": 886, + "lines": 4, + "estimated_tokens": 259 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13223 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 561, + "bytes_utf8": 561, + "lines": 1, + "estimated_tokens": 153 + }, + "usage": { + "input_tokens": 22544, + "cached_input_tokens": 21888, + "output_tokens": 196 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b09d1b5fef05af48afb9ebf5f587d04687d3a4e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=28.7967.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "28.7967", + "band_col": "28.7967", + "band_cut_1": 27.624092, + "band_cut_2": 54.689052, + "lower_bound": 27.624092, + "upper_bound": 54.689052, + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2c4cd56fffdca69dc37d61e3c6abac274d7053b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f5-42ca-7020-be32-fe676d10a582"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"28.7967\\\" AS REAL) < 27.624092 THEN 'low'\\n WHEN CAST(\\\"28.7967\\\" AS REAL) < 54.689052 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"28.7967\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the requested template with \\\"28.7967\\\" bound as both band_col and measure_col. CAST to REAL was added because the SQLite schema stores these numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22544,"cached_input_tokens":21888,"output_tokens":196}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45d05396ab8dcdc89878e8ed5023fcb381cbe208 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"28.7967\" AS REAL) < 27.624092 THEN 'low'\n WHEN CAST(\"28.7967\" AS REAL) < 54.689052 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"28.7967\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Used the requested template with \"28.7967\" bound as both band_col and measure_col. CAST to REAL was added because the SQLite schema stores these numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..250175b4507d12dbd8342d05400a658e0cb749b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:47:55.918692Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:47:58.658714Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:48:07.798266Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..da3b228f35c731f32a7dfc9832ec1a9afb261ed4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=28.7967. +Result preview: [{"band_bucket": "high", "avg_measure": 99.25017771764342}, {"band_bucket": "mid", "avg_measure": 38.21347480879541}, {"band_bucket": "low", "avg_measure": 20.890768610579986}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f1208af7f15a8b9afeb1cd1e8495af2eb8becb2a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n11_a527f21214ba4792 +-- problem_id: v2p_n11_84ac46f4edfeaf87 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("28.7967" AS REAL) < 27.624092 THEN 'low' + WHEN CAST("28.7967" AS REAL) < 54.689052 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("28.7967" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de5d5c2a75eafaf8424b15dbb2ab90a3f4c9b323 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"28.7967\" AS REAL) < 27.624092 THEN 'low'\n WHEN CAST(\"28.7967\" AS REAL) < 54.689052 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"28.7967\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"28.7967\\\" AS REAL) < 27.624092 THEN 'low'\\n WHEN CAST(\\\"28.7967\\\" AS REAL) < 54.689052 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"28.7967\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 99.25017771764342}, {\"band_bucket\": \"mid\", \"avg_measure\": 38.21347480879541}, {\"band_bucket\": \"low\", \"avg_measure\": 20.890768610579986}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.41}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d82586407ce4739f98c90fd01024193fee7c82e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:47:55.591450+00:00", + "ended_at": "2026-05-04T07:48:08.997535+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_a527f21214ba4792", + "problem_id": "v2p_n11_84ac46f4edfeaf87", + "dataset_id": "n11", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=28.7967.", + "bindings": { + "measure_col": "28.7967", + "band_col": "28.7967", + "band_cut_1": 27.624092, + "band_cut_2": 54.689052, + "lower_bound": 27.624092, + "upper_bound": 54.689052, + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_a527f21214ba4792.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a527f21214ba4792", + "api_calls": 0, + "input_tokens": 22544, + "cached_input_tokens": 21888, + "output_tokens": 196, + "total_tokens": 22740, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2453, + "estimated_output_tokens": 153, + "estimated_total_tokens": 2606, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13353.43, + "sql_execution_elapsed_ms_total": 20.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_a527f21214ba4792\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c7c62ed557609b474851ce1d5791b7a76d4240e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a527f21214ba4792/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:48:08.969372+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13353.43, "started_at": "2026-05-04T07:47:55.591450+00:00", "ended_at": "2026-05-04T07:48:08.949540+00:00", "prompt_metrics": {"chars": 7546, "bytes_utf8": 7546, "lines": 232, "estimated_tokens": 2453}, "response_metrics": {"chars": 561, "bytes_utf8": 561, "lines": 1, "estimated_tokens": 153}, "usage": {"input_tokens": 22544, "cached_input_tokens": 21888, "output_tokens": 196}, "stderr_preview": "2026-05-04T07:47:55.918692Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:47:58.658714Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=40.092.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "40.092", + "band_col": "40.092", + "band_cut_1": 8.42788, + "band_cut_2": 33.58614, + "lower_bound": 8.42788, + "upper_bound": 33.58614, + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5e4b07ffc8aad23/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5e4b07ffc8aad23/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..835bd14f8e041d0df7ed01fe36200d159e0634b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5e4b07ffc8aad23/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f4-dd8b-7b52-896e-82fa85cdbd2b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"40.092\\\" AS REAL) < 8.42788 THEN 'low'\\n WHEN CAST(\\\"40.092\\\" AS REAL) < 33.58614 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"40.092\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Binned Numeric Group Average template with both band_col and measure_col bound to \\\"40.092\\\". CAST to REAL is necessary because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22542,"cached_input_tokens":19840,"output_tokens":170}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5e4b07ffc8aad23/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5e4b07ffc8aad23/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71964a1a71038fb0a25f20153bc4bbf24122b872 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5e4b07ffc8aad23/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"40.092\" AS REAL) < 8.42788 THEN 'low'\n WHEN CAST(\"40.092\" AS REAL) < 33.58614 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"40.092\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Used the required Binned Numeric Group Average template with both band_col and measure_col bound to \"40.092\". CAST to REAL is necessary because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5e4b07ffc8aad23/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5e4b07ffc8aad23/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8aa18dbaf32f0b4fa424d6a59d8a74a132514df2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5e4b07ffc8aad23/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:47:29.874864Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:47:32.501560Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:47:41.048251Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5e4b07ffc8aad23/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5e4b07ffc8aad23/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5dcfe9fe80c2c25f120af48185c0d433cb88e1c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5e4b07ffc8aad23/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=40.092. +Result preview: [{"band_bucket": "high", "avg_measure": 59.79268020720581}, {"band_bucket": "mid", "avg_measure": 18.550851434034417}, {"band_bucket": "low", "avg_measure": 3.6132636233269597}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5e4b07ffc8aad23/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5e4b07ffc8aad23/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..89d5750f6caa6b82a915b635cc36047df57b4f26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5e4b07ffc8aad23/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n11_a5e4b07ffc8aad23 +-- problem_id: v2p_n11_ef4a8488ea465534 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("40.092" AS REAL) < 8.42788 THEN 'low' + WHEN CAST("40.092" AS REAL) < 33.58614 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("40.092" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5e4b07ffc8aad23/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5e4b07ffc8aad23/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a357d901a391cd24346a21f976fe0551f08195a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5e4b07ffc8aad23/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"40.092\" AS REAL) < 8.42788 THEN 'low'\n WHEN CAST(\"40.092\" AS REAL) < 33.58614 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"40.092\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"40.092\\\" AS REAL) < 8.42788 THEN 'low'\\n WHEN CAST(\\\"40.092\\\" AS REAL) < 33.58614 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"40.092\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 59.79268020720581}, {\"band_bucket\": \"mid\", \"avg_measure\": 18.550851434034417}, {\"band_bucket\": \"low\", \"avg_measure\": 3.6132636233269597}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.99}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5e4b07ffc8aad23/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5e4b07ffc8aad23/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b60818d47f76f54c50e940442638650b83aeecfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5e4b07ffc8aad23/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:47:29.678516+00:00", + "ended_at": "2026-05-04T07:47:41.802542+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_a5e4b07ffc8aad23", + "problem_id": "v2p_n11_ef4a8488ea465534", + "dataset_id": "n11", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=40.092.", + "bindings": { + "measure_col": "40.092", + "band_col": "40.092", + "band_cut_1": 8.42788, + "band_cut_2": 33.58614, + "lower_bound": 8.42788, + "upper_bound": 33.58614, + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_a5e4b07ffc8aad23.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a5e4b07ffc8aad23", + "api_calls": 0, + "input_tokens": 22542, + "cached_input_tokens": 19840, + "output_tokens": 170, + "total_tokens": 22712, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2451, + "estimated_output_tokens": 154, + "estimated_total_tokens": 2605, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12074.38, + "sql_execution_elapsed_ms_total": 20.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_a5e4b07ffc8aad23\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5e4b07ffc8aad23/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5e4b07ffc8aad23/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0332c8093c34850284b76ec63e4072462006109d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5e4b07ffc8aad23/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:47:41.770736+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12074.38, "started_at": "2026-05-04T07:47:29.682907+00:00", "ended_at": "2026-05-04T07:47:41.757623+00:00", "prompt_metrics": {"chars": 7537, "bytes_utf8": 7537, "lines": 232, "estimated_tokens": 2451}, "response_metrics": {"chars": 582, "bytes_utf8": 582, "lines": 1, "estimated_tokens": 154}, "usage": {"input_tokens": 22542, "cached_input_tokens": 19840, "output_tokens": 170}, "stderr_preview": "2026-05-04T07:47:29.874864Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:47:32.501560Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=28.7967.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "28.7967", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..983aed03e06887fbb95d46324cbbe3b484965163 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-e232-7e93-90d8-b7dd11ebba17"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"28.7967\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"28.7967\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"28.7967\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"28.7967\\\" AS REAL) DESC;\",\"notes\":\"Used the planned Quantile Tail Slice template with measure_col bound to \\\"28.7967\\\" and num_tiles=10. CAST to REAL is applied because the schema stores values as TEXT but the template requires numeric ordering for tail slicing.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22454,"cached_input_tokens":21888,"output_tokens":163}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fec1dcc0c78924f44d7d062f5298ee7bb5a9dbb0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"28.7967\",\n NTILE(10) OVER (ORDER BY CAST(\"28.7967\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"28.7967\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"28.7967\" AS REAL) DESC;","notes":"Used the planned Quantile Tail Slice template with measure_col bound to \"28.7967\" and num_tiles=10. CAST to REAL is applied because the schema stores values as TEXT but the template requires numeric ordering for tail slicing."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b262c0ab9c0a72e4a51af16bc101eedd53eb6c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:38.407840Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:40.810026Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:50.822462Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..23906264b66ed69d3ea01fa40aea93aab6c4d062 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=28.7967. +Result preview: [{"28.7967": "334.177"}, {"28.7967": "310.61"}, {"28.7967": "305.422"}, {"28.7967": "305.324"}, {"28.7967": "305.0961"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b85aeb61308df7b080b8d25325961411aa613f35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_a5ea6debf90ed4ef +-- problem_id: v2p_n11_707d24ac3015ea11 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "28.7967", + NTILE(10) OVER (ORDER BY CAST("28.7967" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "28.7967" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("28.7967" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c6a53fa4182990118d07bae9870d1aad9495ca5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"28.7967\",\n NTILE(10) OVER (ORDER BY CAST(\"28.7967\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"28.7967\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"28.7967\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"28.7967\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"28.7967\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"28.7967\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"28.7967\\\" AS REAL) DESC;\", \"columns\": [\"28.7967\"], \"rows\": [{\"28.7967\": \"334.177\"}, {\"28.7967\": \"310.61\"}, {\"28.7967\": \"305.422\"}, {\"28.7967\": \"305.324\"}, {\"28.7967\": \"305.0961\"}, {\"28.7967\": \"303.5676\"}, {\"28.7967\": \"303.2787\"}, {\"28.7967\": \"299.9304\"}, {\"28.7967\": \"297.1239\"}, {\"28.7967\": \"295.672\"}, {\"28.7967\": \"294.3411\"}, {\"28.7967\": \"290.9274\"}, {\"28.7967\": \"289.856\"}, {\"28.7967\": \"287.7708\"}, {\"28.7967\": \"286.823\"}, {\"28.7967\": \"286.427\"}, {\"28.7967\": \"286.3977\"}, {\"28.7967\": \"285.8368\"}, {\"28.7967\": \"276.2766\"}, {\"28.7967\": \"276.247\"}, {\"28.7967\": \"273.4335\"}, {\"28.7967\": \"272.063\"}, {\"28.7967\": \"271.4508\"}, {\"28.7967\": \"271.437\"}, {\"28.7967\": \"270.5497\"}, {\"28.7967\": \"269.738\"}, {\"28.7967\": \"269.332\"}, {\"28.7967\": \"268.8506\"}, {\"28.7967\": \"268.5557\"}, {\"28.7967\": \"268.384\"}, {\"28.7967\": \"267.768\"}, {\"28.7967\": \"266.66\"}, {\"28.7967\": \"265.5827\"}, {\"28.7967\": \"265.5424\"}, {\"28.7967\": \"263.914\"}, {\"28.7967\": \"263.703\"}, {\"28.7967\": \"262.203\"}, {\"28.7967\": \"262.0263\"}, {\"28.7967\": \"261.9837\"}, {\"28.7967\": \"261.9504\"}, {\"28.7967\": \"261.8295\"}, {\"28.7967\": \"258.9368\"}, {\"28.7967\": \"258.7196\"}, {\"28.7967\": \"258.5767\"}, {\"28.7967\": \"257.9951\"}, {\"28.7967\": \"257.528\"}, {\"28.7967\": \"256.985\"}, {\"28.7967\": \"256.9246\"}, {\"28.7967\": \"256.792\"}, {\"28.7967\": \"256.245\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 60.58}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2b7f4c72818f80c14e87eed6a2023f245746df6e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:12:38.181805+00:00", + "ended_at": "2026-05-04T08:12:51.594217+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_a5ea6debf90ed4ef", + "problem_id": "v2p_n11_707d24ac3015ea11", + "dataset_id": "n11", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=28.7967.", + "bindings": { + "measure_col": "28.7967", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=120" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_a5ea6debf90ed4ef.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a5ea6debf90ed4ef", + "api_calls": 0, + "input_tokens": 22454, + "cached_input_tokens": 21888, + "output_tokens": 163, + "total_tokens": 22617, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2363, + "estimated_output_tokens": 147, + "estimated_total_tokens": 2510, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13321.49, + "sql_execution_elapsed_ms_total": 60.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_a5ea6debf90ed4ef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..90b2ad865d5915ba3c7590e16a00fbfe390ad0d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:51.525941+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13321.49, "started_at": "2026-05-04T08:12:38.185014+00:00", "ended_at": "2026-05-04T08:12:51.506702+00:00", "prompt_metrics": {"chars": 7253, "bytes_utf8": 7253, "lines": 226, "estimated_tokens": 2363}, "response_metrics": {"chars": 538, "bytes_utf8": 538, "lines": 1, "estimated_tokens": 147}, "usage": {"input_tokens": 22454, "cached_input_tokens": 21888, "output_tokens": 163}, "stderr_preview": "2026-05-04T08:12:38.407840Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:40.810026Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "g", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_abd92e957207e4bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_abd92e957207e4bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5a82054b3aec31430522eeec3a19bd367228254 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_abd92e957207e4bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ff-244b-7ce3-9316-ebda38ec28eb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"g\\\" and only the single allowed table/column.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22367,"cached_input_tokens":21888,"output_tokens":87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_abd92e957207e4bb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_abd92e957207e4bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bc99d135338b2097458364a94119cd15ddcd6bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_abd92e957207e4bb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"g\" and only the single allowed table/column."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_abd92e957207e4bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_abd92e957207e4bb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..931a5589004a2a2d129e55d74b535e3d63693fed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_abd92e957207e4bb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:58:43.341479Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:58:45.638991Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:58:53.739107Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_abd92e957207e4bb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_abd92e957207e4bb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dcebffa13ca3975e3a798ce423c1c3f9af4163d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_abd92e957207e4bb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g. +Result preview: [{"g": "g", "row_count": 12331}, {"g": "h", "row_count": 6688}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_abd92e957207e4bb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_abd92e957207e4bb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3966647c34472158d4b338b8e1ef0238d01b88c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_abd92e957207e4bb/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_abd92e957207e4bb +-- problem_id: v2p_n11_379b11ab9f13eb52 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_abd92e957207e4bb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_abd92e957207e4bb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5bf9b289574f76d80b56002d3aa915e388b03b1d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_abd92e957207e4bb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"g\", \"row_count\"], \"rows\": [{\"g\": \"g\", \"row_count\": 12331}, {\"g\": \"h\", \"row_count\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.32}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_abd92e957207e4bb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_abd92e957207e4bb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7eaa801588889488c9ab13b03d9a9875f4a33b78 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_abd92e957207e4bb/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:58:43.147817+00:00", + "ended_at": "2026-05-04T07:58:54.601964+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_abd92e957207e4bb", + "problem_id": "v2p_n11_379b11ab9f13eb52", + "dataset_id": "n11", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "bindings": { + "group_col": "g", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=75" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_abd92e957207e4bb.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_abd92e957207e4bb", + "api_calls": 0, + "input_tokens": 22367, + "cached_input_tokens": 21888, + "output_tokens": 87, + "total_tokens": 22454, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2276, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2347, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11387.36, + "sql_execution_elapsed_ms_total": 19.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_abd92e957207e4bb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_abd92e957207e4bb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_abd92e957207e4bb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04f3cacc915a7cfb66ca0f7ba316978dc7dbe8cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_abd92e957207e4bb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:58:54.564138+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11387.36, "started_at": "2026-05-04T07:58:43.153892+00:00", "ended_at": "2026-05-04T07:58:54.540941+00:00", "prompt_metrics": {"chars": 6979, "bytes_utf8": 6979, "lines": 226, "estimated_tokens": 2276}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22367, "cached_input_tokens": 21888, "output_tokens": 87}, "stderr_preview": "2026-05-04T07:58:43.341479Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:58:45.638991Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b1c15934dc468cc9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b1c15934dc468cc9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cdc457341125e74bd1c794452d7d57b486a7827 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b1c15934dc468cc9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df202-4760-7350-bc62-829aaebf3e6d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"28.7967\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"g\\\" and measure_col=\\\"28.7967\\\". Cast the TEXT measure column to REAL for a numeric AVG in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22398,"cached_input_tokens":21888,"output_tokens":110}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b1c15934dc468cc9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b1c15934dc468cc9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c291fbdf066eb46fd47b3e43ba6a066176e6c736 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b1c15934dc468cc9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"28.7967\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"g\" and measure_col=\"28.7967\". Cast the TEXT measure column to REAL for a numeric AVG in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b1c15934dc468cc9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b1c15934dc468cc9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e42021f4f6470724503bff02eac2827c8e8b46e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b1c15934dc468cc9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:02:08.926929Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:02:11.451494Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:02:20.124097Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b1c15934dc468cc9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b1c15934dc468cc9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0d7dddea04cf4e6b087419616253641ed977985 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b1c15934dc468cc9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=28.7967. +Result preview: [{"g": "h", "avg_measure": 70.94350426136363}, {"g": "g", "avg_measure": 43.65574361365664}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b1c15934dc468cc9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b1c15934dc468cc9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4a42d3b263f0b84ee87cacbdc2e7b9f174139abd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b1c15934dc468cc9/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_b1c15934dc468cc9 +-- problem_id: v2p_n11_7ae1244259b28a1a +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("28.7967" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b1c15934dc468cc9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b1c15934dc468cc9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd6999daf6cc375aa2182c4b32ab8b9a589ae759 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b1c15934dc468cc9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"28.7967\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"28.7967\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 70.94350426136363}, {\"g\": \"g\", \"avg_measure\": 43.65574361365664}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.41}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b1c15934dc468cc9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b1c15934dc468cc9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..25fb35ea52e3ea8fb4c2474de7c095e22ae6ca57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b1c15934dc468cc9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:02:08.738464+00:00", + "ended_at": "2026-05-04T08:02:20.870592+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_b1c15934dc468cc9", + "problem_id": "v2p_n11_7ae1244259b28a1a", + "dataset_id": "n11", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=28.7967.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_b1c15934dc468cc9.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b1c15934dc468cc9", + "api_calls": 0, + "input_tokens": 22398, + "cached_input_tokens": 21888, + "output_tokens": 110, + "total_tokens": 22508, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2307, + "estimated_output_tokens": 94, + "estimated_total_tokens": 2401, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12071.02, + "sql_execution_elapsed_ms_total": 22.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_b1c15934dc468cc9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b1c15934dc468cc9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b1c15934dc468cc9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c8aafe2492193edd0480f271aa7d816cf7a0cdc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b1c15934dc468cc9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:02:20.838297+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12071.02, "started_at": "2026-05-04T08:02:08.744006+00:00", "ended_at": "2026-05-04T08:02:20.814697+00:00", "prompt_metrics": {"chars": 7078, "bytes_utf8": 7078, "lines": 228, "estimated_tokens": 2307}, "response_metrics": {"chars": 342, "bytes_utf8": 342, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 22398, "cached_input_tokens": 21888, "output_tokens": 110}, "stderr_preview": "2026-05-04T08:02:08.926929Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:02:11.451494Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa875de6247ca8cf0c510b685026f59b60eac8ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ee-9776-7d81-bedb-e10cccb47ec3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", using condition_value='h' and only the single provided table/column.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22452,"cached_input_tokens":19840,"output_tokens":212}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0597c4e94532f34a21401e8b7c9cafcbb9d246c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\", using condition_value='h' and only the single provided table/column."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcd31340b63e856c32d3e1fe9063defb07ad2437 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:40:38.706369Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:40:41.200982Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:40:50.706997Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4db2bd09c3f4af39d384ae645225d8d1175b3b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_rate": 1.0}, {"g": "g", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..47c20125a5f164846f408ec9563405ded86d0336 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_b414270f73a8e5e1 +-- problem_id: v2p_n11_e9282d1341083d57 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e74b7762dff1299dc264097bc319546c3b5644e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"h\", \"condition_rate\": 1.0}, {\"g\": \"g\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.26}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..de15b06cd880459249d003e6a28ad5cefd60c106 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:40:38.522176+00:00", + "ended_at": "2026-05-04T07:40:51.510096+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_b414270f73a8e5e1", + "problem_id": "v2p_n11_e9282d1341083d57", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=6" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_b414270f73a8e5e1.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b414270f73a8e5e1", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 212, + "total_tokens": 22664, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2461, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12944.38, + "sql_execution_elapsed_ms_total": 10.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_b414270f73a8e5e1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..edfd01a218a71717ce042fe24cf5c24ae600ddd3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:40:51.489916+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12944.38, "started_at": "2026-05-04T07:40:38.522176+00:00", "ended_at": "2026-05-04T07:40:51.471238+00:00", "prompt_metrics": {"chars": 7302, "bytes_utf8": 7302, "lines": 231, "estimated_tokens": 2361}, "response_metrics": {"chars": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22452, "cached_input_tokens": 19840, "output_tokens": 212}, "stderr_preview": "2026-05-04T07:40:38.706369Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:40:41.200982Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b4dadbc0fec9a07e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b4dadbc0fec9a07e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..117dd22a5d28c86f2addf2d845ceb2c09a435643 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b4dadbc0fec9a07e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_b4dadbc0fec9a07e\n-- problem_id: v2p_n11_ce147b93d4139822\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"28.7967\",\n COUNT(*) AS support,\n AVG(\"0.3918\") AS avg_response\nFROM \"n11\"\nGROUP BY \"28.7967\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_b4dadbc0fec9a07e\\n-- problem_id: v2p_n11_ce147b93d4139822\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"28.7967\\\",\\n COUNT(*) AS support,\\n AVG(\\\"0.3918\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"28.7967\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"28.7967\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.7}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b4dadbc0fec9a07e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b4dadbc0fec9a07e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..95741ca9b45de1b0fd0b95b5c48410f16907eaf3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b4dadbc0fec9a07e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:36.913198+00:00", + "ended_at": "2026-05-04T08:16:36.938073+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_b4dadbc0fec9a07e", + "problem_id": "v2p_n11_ce147b93d4139822", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=0.3918, key_col=28.7967.", + "bindings": { + "key_col": "28.7967", + "measure_col": "0.3918", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_b4dadbc0fec9a07e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b4dadbc0fec9a07e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b4dadbc0fec9a07e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b4dadbc0fec9a07e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3492f3c6e031dd19cbdd1be8f1da15ed1a212198 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6979, "bytes_utf8": 6979, "lines": 226, "estimated_tokens": 2276}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 267, "bytes_utf8": 267, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22367, "cached_input_tokens": 21888, "output_tokens": 87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..39ddbaff5c35c1ac8951fc9968e2cb99c6590034 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b56493de957b2814", + "api_calls": 0, + "input_tokens": 22367, + "cached_input_tokens": 21888, + "output_tokens": 87, + "total_tokens": 22454, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2276, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2347, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10053.59, + "sql_execution_elapsed_ms_total": 8.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_b56493de957b2814\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d872aa3778f38d8a826d84052a06acf4f301b9bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:58:54.613129+00:00", + "ended_at": "2026-05-04T07:59:04.666847+00:00", + "elapsed_ms": 10053.59, + "prompt_metrics": { + "chars": 6979, + "bytes_utf8": 6979, + "lines": 226, + "estimated_tokens": 2276 + }, + "stdout_metrics": { + "chars": 586, + "bytes_utf8": 586, + "lines": 4, + "estimated_tokens": 172 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13190 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 267, + "bytes_utf8": 267, + "lines": 1, + "estimated_tokens": 71 + }, + "usage": { + "input_tokens": 22367, + "cached_input_tokens": 21888, + "output_tokens": 87 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab483b25614ee18554bf03630fa2195ef8668ff8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "g", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8e3b1ed176ce68724bc1bc03021bb8e18affac2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ff-5105-7e82-a2be-282c3229e22d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"g\\\" on the single table \\\"n11\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22367,"cached_input_tokens":21888,"output_tokens":87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96f00a1ecd60944afeee70d84bca374ec6f287ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"g\" on the single table \"n11\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fdd3f69f23958f2e0e6f6e3b1743f15d16bc86f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:58:54.785833Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:58:57.162127Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:59:03.475506Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dcebffa13ca3975e3a798ce423c1c3f9af4163d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g. +Result preview: [{"g": "g", "row_count": 12331}, {"g": "h", "row_count": 6688}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..368363584e320c9d354f848dc8cebfd99397b6ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_b56493de957b2814 +-- problem_id: v2p_n11_8949cfc61073ec8f +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02f5931da0344c3fe6bfd3f972dc38374548fc39 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"g\", \"row_count\"], \"rows\": [{\"g\": \"g\", \"row_count\": 12331}, {\"g\": \"h\", \"row_count\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.46}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1ae771d2cad5bb99651697e28e12bbf20f698983 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:58:54.606154+00:00", + "ended_at": "2026-05-04T07:59:04.707054+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_b56493de957b2814", + "problem_id": "v2p_n11_8949cfc61073ec8f", + "dataset_id": "n11", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "bindings": { + "group_col": "g", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_b56493de957b2814.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b56493de957b2814", + "api_calls": 0, + "input_tokens": 22367, + "cached_input_tokens": 21888, + "output_tokens": 87, + "total_tokens": 22454, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2276, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2347, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10053.59, + "sql_execution_elapsed_ms_total": 8.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_b56493de957b2814\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f3b75d09ab466cea2c97d641b0f9f09548bac7c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b56493de957b2814/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:59:04.689919+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10053.59, "started_at": "2026-05-04T07:58:54.613129+00:00", "ended_at": "2026-05-04T07:59:04.666847+00:00", "prompt_metrics": {"chars": 6979, "bytes_utf8": 6979, "lines": 226, "estimated_tokens": 2276}, "response_metrics": {"chars": 267, "bytes_utf8": 267, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22367, "cached_input_tokens": 21888, "output_tokens": 87}, "stderr_preview": "2026-05-04T07:58:54.785833Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:58:57.162127Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=27.7004.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "27.7004", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b64eb2b1b5c1632a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b64eb2b1b5c1632a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..df84dfad0ab32f25d711fab66a5bc63e9f10391e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b64eb2b1b5c1632a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-99bb-7b71-973c-7cb9e54f07e8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"27.7004\\\" AS REAL) <= 24.06035 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"27.7004\\\" and threshold 24.06035. CAST to REAL ensures correct numeric comparison because the column is stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22388,"cached_input_tokens":21888,"output_tokens":121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b64eb2b1b5c1632a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b64eb2b1b5c1632a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b5af99bcd3b4cd3a48ab5cabc26b53236cf3f54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b64eb2b1b5c1632a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"27.7004\" AS REAL) <= 24.06035 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"27.7004\" and threshold 24.06035. CAST to REAL ensures correct numeric comparison because the column is stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b64eb2b1b5c1632a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b64eb2b1b5c1632a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c6c128034186367e882884dc3ae066cf52c736c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b64eb2b1b5c1632a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:36.442938Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:38.790471Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:46.913732Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b64eb2b1b5c1632a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b64eb2b1b5c1632a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..24eff37bd3cc229054a4feb89a517d71ac5017e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b64eb2b1b5c1632a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=27.7004. +Result preview: [{"empirical_cdf_at_threshold": 0.7499868552500132}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b64eb2b1b5c1632a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b64eb2b1b5c1632a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e27b99e44d0e6c576bbf1cdf8ae26390b1daf845 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b64eb2b1b5c1632a/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_b64eb2b1b5c1632a +-- problem_id: v2p_n11_997d8669d825b331 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("27.7004" AS REAL) <= 24.06035 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b64eb2b1b5c1632a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b64eb2b1b5c1632a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e94e5f274285103099953cbba54464cc2f45e9c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b64eb2b1b5c1632a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"27.7004\" AS REAL) <= 24.06035 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"27.7004\\\" AS REAL) <= 24.06035 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7499868552500132}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.2}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b64eb2b1b5c1632a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b64eb2b1b5c1632a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e7cc207be770e8d08added940858a47ebb189aaa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b64eb2b1b5c1632a/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:15:36.241422+00:00", + "ended_at": "2026-05-04T08:15:47.560320+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_b64eb2b1b5c1632a", + "problem_id": "v2p_n11_997d8669d825b331", + "dataset_id": "n11", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=27.7004.", + "bindings": { + "measure_col": "27.7004", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=135" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_b64eb2b1b5c1632a.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b64eb2b1b5c1632a", + "api_calls": 0, + "input_tokens": 22388, + "cached_input_tokens": 21888, + "output_tokens": 121, + "total_tokens": 22509, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2404, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11246.33, + "sql_execution_elapsed_ms_total": 9.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_b64eb2b1b5c1632a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b64eb2b1b5c1632a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b64eb2b1b5c1632a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8752ccc2435015ba56ad5dd48b2cff038d0e8e58 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b64eb2b1b5c1632a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:47.508678+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11246.33, "started_at": "2026-05-04T08:15:36.246075+00:00", "ended_at": "2026-05-04T08:15:47.492242+00:00", "prompt_metrics": {"chars": 7018, "bytes_utf8": 7018, "lines": 226, "estimated_tokens": 2299}, "response_metrics": {"chars": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22388, "cached_input_tokens": 21888, "output_tokens": 121}, "stderr_preview": "2026-05-04T08:15:36.442938Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:38.790471Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_tpch_max_aggregate_winner", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b680764e9921b7ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b680764e9921b7ef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0600ee1421ce4f999775607bc0303d809172b850 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b680764e9921b7ef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-ae36-7401-816f-2fd4ae02466c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the required Max Aggregate Winner Selection template with group_col=\\\"g\\\" and measure_col=\\\"27.7004\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22473,"cached_input_tokens":21888,"output_tokens":178}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b680764e9921b7ef/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b680764e9921b7ef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ce5cffbfe18bddedf07091227dba485ca1e72fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b680764e9921b7ef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"27.7004\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"g\";","notes":"Used the required Max Aggregate Winner Selection template with group_col=\"g\" and measure_col=\"27.7004\". Cast the measure column to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b680764e9921b7ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b680764e9921b7ef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5662453691edbfa9bc833744270529d7772b0446 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b680764e9921b7ef/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:25.070404Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:27.447394Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:37.440203Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b680764e9921b7ef/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b680764e9921b7ef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b009931224ce438d741c821c4d54778ea3536e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b680764e9921b7ef/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=27.7004. +Result preview: [{"g": "g", "total_measure": 39886.705}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b680764e9921b7ef/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b680764e9921b7ef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d338172daad0eb043f37b6226393a612bbfa1a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b680764e9921b7ef/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n11_b680764e9921b7ef +-- problem_id: v2p_n11_80c9ebc8d13824d5 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("27.7004" AS REAL)) AS total_measure + FROM "n11" + GROUP BY "g" +) +SELECT "g", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "g"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b680764e9921b7ef/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b680764e9921b7ef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..18f114099538e278b4a0bfcea1adc2f8aa281c0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b680764e9921b7ef/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"27.7004\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 39886.705}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.83}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b680764e9921b7ef/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b680764e9921b7ef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..043e4d034184f3e1feb7e6b5e98ea9a86b36f41c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b680764e9921b7ef/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:12:24.887166+00:00", + "ended_at": "2026-05-04T08:12:38.179333+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_b680764e9921b7ef", + "problem_id": "v2p_n11_80c9ebc8d13824d5", + "dataset_id": "n11", + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=115" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_b680764e9921b7ef.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b680764e9921b7ef", + "api_calls": 0, + "input_tokens": 22473, + "cached_input_tokens": 21888, + "output_tokens": 178, + "total_tokens": 22651, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2384, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2514, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13243.25, + "sql_execution_elapsed_ms_total": 13.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_b680764e9921b7ef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b680764e9921b7ef/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b680764e9921b7ef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f804c76da49bf00f92c8e69ff9c75332b5294f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b680764e9921b7ef/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:38.156925+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13243.25, "started_at": "2026-05-04T08:12:24.891089+00:00", "ended_at": "2026-05-04T08:12:38.134052+00:00", "prompt_metrics": {"chars": 7390, "bytes_utf8": 7390, "lines": 228, "estimated_tokens": 2384}, "response_metrics": {"chars": 494, "bytes_utf8": 494, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22473, "cached_input_tokens": 21888, "output_tokens": 178}, "stderr_preview": "2026-05-04T08:12:25.070404Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:27.447394Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=2.6449.", + "planned_template_id": "tpl_m4_median_filtered_numeric", + "bindings": { + "measure_col": "2.6449", + "predicate_col": "16.0021", + "predicate_op": ">=", + "predicate_value": 24.73995, + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4114f3b645f1162677efb4121454d29dfc058f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f8-36a7-7491-96d9-abc2ff2abf53"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"2.6449\\\" AS REAL) AS \\\"2.6449\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"2.6449\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n11\\\"\\n WHERE CAST(\\\"16.0021\\\" AS REAL) >= 24.73995\\n)\\nSELECT AVG(\\\"2.6449\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the required template with measure_col bound to \\\"2.6449\\\" and predicate_col bound to \\\"16.0021\\\". Since the schema stores numeric-looking fields as TEXT, CAST(... AS REAL) is applied for filtering, ordering, and median calculation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22559,"cached_input_tokens":19840,"output_tokens":230}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b936a2f81cf3c941b36be2c12e945977686a2079 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"2.6449\" AS REAL) AS \"2.6449\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"2.6449\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n11\"\n WHERE CAST(\"16.0021\" AS REAL) >= 24.73995\n)\nSELECT AVG(\"2.6449\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;","notes":"Used the required template with measure_col bound to \"2.6449\" and predicate_col bound to \"16.0021\". Since the schema stores numeric-looking fields as TEXT, CAST(... AS REAL) is applied for filtering, ordering, and median calculation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c10c21a0214437bf78f4cfbaa32ff71492677770 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:51:09.274232Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:51:11.638156Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:51:20.809280Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8220f55130b0c82296c93bf06c0a0816ceb0973 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=2.6449. +Result preview: [{"median_measure": 3.3704}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..26fa4038b6d00262cd258a801a9031c361edbe85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n11_b6ee2d5ef0d6a5c0 +-- problem_id: v2p_n11_1eb571b8cf27590f +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("2.6449" AS REAL) AS "2.6449", + ROW_NUMBER() OVER (ORDER BY CAST("2.6449" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n11" + WHERE CAST("16.0021" AS REAL) >= 24.73995 +) +SELECT AVG("2.6449") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b1593d19dc7a9386419ff056acd8bbf70c86054 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"2.6449\" AS REAL) AS \"2.6449\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"2.6449\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n11\"\n WHERE CAST(\"16.0021\" AS REAL) >= 24.73995\n)\nSELECT AVG(\"2.6449\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", "result": "{\"query\": \"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"2.6449\\\" AS REAL) AS \\\"2.6449\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"2.6449\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n11\\\"\\n WHERE CAST(\\\"16.0021\\\" AS REAL) >= 24.73995\\n)\\nSELECT AVG(\\\"2.6449\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\", \"columns\": [\"median_measure\"], \"rows\": [{\"median_measure\": 3.3704}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.08}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f1dec591fe2fbae3c829c96ff73eb3a192dcbd68 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:51:09.066420+00:00", + "ended_at": "2026-05-04T07:51:21.655794+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_b6ee2d5ef0d6a5c0", + "problem_id": "v2p_n11_1eb571b8cf27590f", + "dataset_id": "n11", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=2.6449.", + "bindings": { + "measure_col": "2.6449", + "predicate_col": "16.0021", + "predicate_op": ">=", + "predicate_value": 24.73995, + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_b6ee2d5ef0d6a5c0.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b6ee2d5ef0d6a5c0", + "api_calls": 0, + "input_tokens": 22559, + "cached_input_tokens": 19840, + "output_tokens": 230, + "total_tokens": 22789, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2468, + "estimated_output_tokens": 198, + "estimated_total_tokens": 2666, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12526.41, + "sql_execution_elapsed_ms_total": 22.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_b6ee2d5ef0d6a5c0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d148c9f88b2605bf58221774d1b58ef24c13e4f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:51:21.616510+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12526.41, "started_at": "2026-05-04T07:51:09.071195+00:00", "ended_at": "2026-05-04T07:51:21.596363+00:00", "prompt_metrics": {"chars": 7663, "bytes_utf8": 7663, "lines": 230, "estimated_tokens": 2468}, "response_metrics": {"chars": 690, "bytes_utf8": 690, "lines": 1, "estimated_tokens": 198}, "usage": {"input_tokens": 22559, "cached_input_tokens": 19840, "output_tokens": 230}, "stderr_preview": "2026-05-04T07:51:09.274232Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:51:11.638156Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 24.73995\\n)\\nSELECT AVG(\\\"2.6449\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the required template with measure_col bound to \\\"2.6449\\\" and predicate_col bound to \\\"16.0021\\\". Since the schema stores numeric-looking fields as TEXT, CAST(... AS REAL) is applied for filtering, ordering, and median calculation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..de7ef69bb8771698c676459de7c9f85d355d9139 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b6ee2d5ef0d6a5c0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b6ee2d5ef0d6a5c0", + "api_calls": 0, + "input_tokens": 22559, + "cached_input_tokens": 19840, + "output_tokens": 230, + "total_tokens": 22789, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2468, + "estimated_output_tokens": 198, + "estimated_total_tokens": 2666, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12526.41, + "sql_execution_elapsed_ms_total": 22.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_b6ee2d5ef0d6a5c0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9e3526459f3267a627e5ce11c6e9c64e1809e3c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7073, "bytes_utf8": 7073, "lines": 228, "estimated_tokens": 2307}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 366, "bytes_utf8": 366, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22398, "cached_input_tokens": 21888, "output_tokens": 113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e68005fa2975df9acf633ca1ac0620dc6ad47ecd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b7fccd82209cb1d3", + "api_calls": 0, + "input_tokens": 22398, + "cached_input_tokens": 21888, + "output_tokens": 113, + "total_tokens": 22511, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2307, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2404, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10664.57, + "sql_execution_elapsed_ms_total": 13.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_b7fccd82209cb1d3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..10c04c70b23bd4eee1e4d9f68cb3d69128cfd085 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:59:26.318335+00:00", + "ended_at": "2026-05-04T07:59:36.982911+00:00", + "elapsed_ms": 10664.57, + "prompt_metrics": { + "chars": 7073, + "bytes_utf8": 7073, + "lines": 228, + "estimated_tokens": 2307 + }, + "stdout_metrics": { + "chars": 690, + "bytes_utf8": 690, + "lines": 4, + "estimated_tokens": 202 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13140 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 366, + "bytes_utf8": 366, + "lines": 1, + "estimated_tokens": 97 + }, + "usage": { + "input_tokens": 22398, + "cached_input_tokens": 21888, + "output_tokens": 113 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8558a4bfe41c08c2d0bcea60dcffca583d9cd87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ecdd7cff336cb571a01b3bd9884d9a618f27f03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ff-cce4-7123-899f-20325ad3fe9c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"0.1982\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22398,"cached_input_tokens":21888,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e60583ab90221ad50410130538b86698eb5ec67a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"0.1982\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col=\"g\" and measure_col=\"0.1982\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcb75322501f3f5f549055722ca77936cb4b1f70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:59:26.488429Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:59:28.813600Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:59:36.015084Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..08c66f4a079136205b138102c7a33e6e84c6192b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=0.1982. +Result preview: [{"g": "g", "avg_measure": 0.2150489092531019}, {"g": "h", "avg_measure": 0.21393726076555025}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ae969dcecf8162eb99ca68f093b163a8dd2529a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_b7fccd82209cb1d3 +-- problem_id: v2p_n11_ae03ee25cec6f201 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("0.1982" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..51bfb031c303f8243777d81ad0296716c9337b0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"0.1982\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"0.1982\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 0.2150489092531019}, {\"g\": \"h\", \"avg_measure\": 0.21393726076555025}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.0}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..25dc71cdf3f877fab582c8dfdb2e43aa1834d52a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:59:26.313425+00:00", + "ended_at": "2026-05-04T07:59:37.019802+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_b7fccd82209cb1d3", + "problem_id": "v2p_n11_ae03ee25cec6f201", + "dataset_id": "n11", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_b7fccd82209cb1d3.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b7fccd82209cb1d3", + "api_calls": 0, + "input_tokens": 22398, + "cached_input_tokens": 21888, + "output_tokens": 113, + "total_tokens": 22511, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2307, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2404, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10664.57, + "sql_execution_elapsed_ms_total": 13.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_b7fccd82209cb1d3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c7765413a35f0fc392076c08a84db26be03fdae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_b7fccd82209cb1d3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:59:36.998588+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10664.57, "started_at": "2026-05-04T07:59:26.318335+00:00", "ended_at": "2026-05-04T07:59:36.982911+00:00", "prompt_metrics": {"chars": 7073, "bytes_utf8": 7073, "lines": 228, "estimated_tokens": 2307}, "response_metrics": {"chars": 366, "bytes_utf8": 366, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22398, "cached_input_tokens": 21888, "output_tokens": 113}, "stderr_preview": "2026-05-04T07:59:26.488429Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:59:28.813600Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7474dc426931721cd4728a15db7ffc4589d3b62a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f1-6cc2-7693-a684-f236364a7a71"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"22.011\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"22.011\\\". CAST to REAL was added because the schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22407,"cached_input_tokens":21888,"output_tokens":173}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ca66b3eed7f84604b9af4c58bb97e67db6e5de6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"22.011\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col=\"g\" and measure_col=\"22.011\". CAST to REAL was added because the schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef808f60afb6638188581b97f578efa48fd07094 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:43:44.407900Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:43:46.926787Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:43:58.157372Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5470c7f542f5095dade6000c12acf8d7da09d935 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=22.011. +Result preview: [{"g": "g", "avg_measure": 17.809071891979563}, {"g": "h", "avg_measure": -2.8482975627990434}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2e40af5af685513d45d81dcb2be6e19c147583a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_ba914557ae9f0bda +-- problem_id: v2p_n11_0b862e4108efb1e6 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("22.011" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..72dfe1f9b3ca83ee33b042f011bae7cb399ae89c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"22.011\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"22.011\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 17.809071891979563}, {\"g\": \"h\", \"avg_measure\": -2.8482975627990434}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 60.77}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c336e9fd53396eb0e12293ad936c962e59d8927e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:43:43.988975+00:00", + "ended_at": "2026-05-04T07:43:59.088017+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_ba914557ae9f0bda", + "problem_id": "v2p_n11_0b862e4108efb1e6", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=22.011.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_ba914557ae9f0bda.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ba914557ae9f0bda", + "api_calls": 0, + "input_tokens": 22407, + "cached_input_tokens": 21888, + "output_tokens": 173, + "total_tokens": 22580, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2316, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2412, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14778.76, + "sql_execution_elapsed_ms_total": 60.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_ba914557ae9f0bda\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..76af7a0dd35d4d001ca1e83ecd2ff621b50cc0ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:43:59.005643+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14778.76, "started_at": "2026-05-04T07:43:44.089959+00:00", "ended_at": "2026-05-04T07:43:58.863276+00:00", "prompt_metrics": {"chars": 7152, "bytes_utf8": 7152, "lines": 228, "estimated_tokens": 2316}, "response_metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22407, "cached_input_tokens": 21888, "output_tokens": 173}, "stderr_preview": "2026-05-04T07:43:44.407900Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:43:46.926787Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "predicate_col": "16.0021", + "predicate_op": ">=", + "predicate_value": 24.73995, + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b36ee407b5b64dae4f910ec43d70dee55936df5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df207-1d38-7981-a177-649d8c769041"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"16.0021\\\" AS REAL) >= 24.73995\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"28.7967\\\", predicate_col=\\\"16.0021\\\", predicate_op=>=, predicate_value=24.73995, top_k=10. Cast TEXT feature columns to REAL for numeric filter and aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22480,"cached_input_tokens":21888,"output_tokens":179}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a95d63ffb18e2d80df0a5d7c197f5ef3ff062239 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"28.7967\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"16.0021\" AS REAL) >= 24.73995\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Used the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\"g\", measure_col=\"28.7967\", predicate_col=\"16.0021\", predicate_op=>=, predicate_value=24.73995, top_k=10. Cast TEXT feature columns to REAL for numeric filter and aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e0e9b8eaeb94884a83e8e9ccc9630c91e1b586f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:07:25.808054Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:07:28.195820Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:07:37.505333Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c28bff5afeee58b1c733db4cc836d6f193098b43 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=28.7967. +Result preview: [{"g": "h", "total_measure": 305165.1967}, {"g": "g", "total_measure": 177463.0558}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8cf16da6419d865c4de64e769d17b5e622a0445b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_beae9f8384f7354c +-- problem_id: v2p_n11_2cd26029abfef601 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("28.7967" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("16.0021" AS REAL) >= 24.73995 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..553924289fca0dc75384028cc31cc3fce5601a7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"28.7967\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"16.0021\" AS REAL) >= 24.73995\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"16.0021\\\" AS REAL) >= 24.73995\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"h\", \"total_measure\": 305165.1967}, {\"g\": \"g\", \"total_measure\": 177463.0558}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.09}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..303b5919e5c4d597f1db7e45df8454e98882d0c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:07:25.627559+00:00", + "ended_at": "2026-05-04T08:07:38.294091+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_beae9f8384f7354c", + "problem_id": "v2p_n11_2cd26029abfef601", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=28.7967.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "predicate_col": "16.0021", + "predicate_op": ">=", + "predicate_value": 24.73995, + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_beae9f8384f7354c.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_beae9f8384f7354c", + "api_calls": 0, + "input_tokens": 22480, + "cached_input_tokens": 21888, + "output_tokens": 179, + "total_tokens": 22659, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2391, + "estimated_output_tokens": 147, + "estimated_total_tokens": 2538, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12621.11, + "sql_execution_elapsed_ms_total": 10.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_beae9f8384f7354c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db89fb1438b7d38f4001b0a51ead34455833d3d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:07:38.274940+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12621.11, "started_at": "2026-05-04T08:07:25.636432+00:00", "ended_at": "2026-05-04T08:07:38.256065+00:00", "prompt_metrics": {"chars": 7351, "bytes_utf8": 7351, "lines": 232, "estimated_tokens": 2391}, "response_metrics": {"chars": 516, "bytes_utf8": 516, "lines": 1, "estimated_tokens": 147}, "usage": {"input_tokens": 22480, "cached_input_tokens": 21888, "output_tokens": 179}, "stderr_preview": "2026-05-04T08:07:25.808054Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:07:28.195820Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 24.73995\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"28.7967\\\", predicate_col=\\\"16.0021\\\", predicate_op=>=, predicate_value=24.73995, top_k=10. Cast TEXT feature columns to REAL for numeric filter and aggregation in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..31b987e4e7b7e61cbba3b8ba84e3e09190565cd5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_beae9f8384f7354c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_beae9f8384f7354c", + "api_calls": 0, + "input_tokens": 22480, + "cached_input_tokens": 21888, + "output_tokens": 179, + "total_tokens": 22659, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2391, + "estimated_output_tokens": 147, + "estimated_total_tokens": 2538, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12621.11, + "sql_execution_elapsed_ms_total": 10.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_beae9f8384f7354c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..391496dc9111e7b27a3c00fc2e6ac758ffacdc61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7250, "bytes_utf8": 7250, "lines": 226, "estimated_tokens": 2361}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 525, "bytes_utf8": 525, "lines": 1, "estimated_tokens": 143}, "usage": {"input_tokens": 22452, "cached_input_tokens": 21888, "output_tokens": 159}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d0dad213892ad1ffad7e4139e91f3e714e2f1e68 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_bef775df822ee4d2", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 21888, + "output_tokens": 159, + "total_tokens": 22611, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 143, + "estimated_total_tokens": 2504, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11621.66, + "sql_execution_elapsed_ms_total": 73.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_bef775df822ee4d2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9e6ad09f6f0b2dd94340599c2e074eec10fc54dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:14:38.504540+00:00", + "ended_at": "2026-05-04T08:14:50.126032+00:00", + "elapsed_ms": 11621.66, + "prompt_metrics": { + "chars": 7250, + "bytes_utf8": 7250, + "lines": 226, + "estimated_tokens": 2361 + }, + "stdout_metrics": { + "chars": 854, + "bytes_utf8": 854, + "lines": 4, + "estimated_tokens": 252 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13202 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 525, + "bytes_utf8": 525, + "lines": 1, + "estimated_tokens": 143 + }, + "usage": { + "input_tokens": 22452, + "cached_input_tokens": 21888, + "output_tokens": 159 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3dde914ac09b2e7ccd728bff0cfd79d2a3d01eb0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=22.011.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "22.011", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5313bf5506860cdf5eec1ac197e2be8d83778d5a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20d-b837-7840-9a97-8db17ee24dbb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"22.011\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"22.011\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"22.011\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"22.011\\\" AS REAL) DESC;\",\"notes\":\"Used the planned Quantile Tail Slice template with measure_col bound to \\\"22.011\\\" and num_tiles=10. CAST to REAL was added because the schema stores values as TEXT, and numeric ordering is required for the tail slice.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22452,"cached_input_tokens":21888,"output_tokens":159}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec726e81f65c888057e44f24a95b145e8ed4f4b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"22.011\",\n NTILE(10) OVER (ORDER BY CAST(\"22.011\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"22.011\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"22.011\" AS REAL) DESC;","notes":"Used the planned Quantile Tail Slice template with measure_col bound to \"22.011\" and num_tiles=10. CAST to REAL was added because the schema stores values as TEXT, and numeric ordering is required for the tail slice."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0674af1ebe21a269bc555ccf22f656408b61a84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:14:38.724225Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:14:41.106084Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:14:49.365241Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe0146f3a026009cf073acf1d8906f7d0f5475cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=22.011. +Result preview: [{"22.011": "238.321"}, {"22.011": "231.446"}, {"22.011": "227.8174"}, {"22.011": "226.3506"}, {"22.011": "222.417"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..064244ffd144d3b7ff78c35c4cb55ab0a0abfb40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_bef775df822ee4d2 +-- problem_id: v2p_n11_1a9ff290d89c4103 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "22.011", + NTILE(10) OVER (ORDER BY CAST("22.011" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "22.011" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("22.011" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4dd4a4088ed082cf2eb5971d368dc5d0daa2dd4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"22.011\",\n NTILE(10) OVER (ORDER BY CAST(\"22.011\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"22.011\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"22.011\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"22.011\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"22.011\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"22.011\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"22.011\\\" AS REAL) DESC;\", \"columns\": [\"22.011\"], \"rows\": [{\"22.011\": \"238.321\"}, {\"22.011\": \"231.446\"}, {\"22.011\": \"227.8174\"}, {\"22.011\": \"226.3506\"}, {\"22.011\": \"222.417\"}, {\"22.011\": \"217.934\"}, {\"22.011\": \"217.624\"}, {\"22.011\": \"216.985\"}, {\"22.011\": \"215.894\"}, {\"22.011\": \"203.863\"}, {\"22.011\": \"200.3148\"}, {\"22.011\": \"199.2069\"}, {\"22.011\": \"196.6923\"}, {\"22.011\": \"196.643\"}, {\"22.011\": \"196.643\"}, {\"22.011\": \"195.7525\"}, {\"22.011\": \"194.6039\"}, {\"22.011\": \"190.5494\"}, {\"22.011\": \"190.353\"}, {\"22.011\": \"188.7137\"}, {\"22.011\": \"187.4007\"}, {\"22.011\": \"183.9805\"}, {\"22.011\": \"183.4282\"}, {\"22.011\": \"182.6961\"}, {\"22.011\": \"182.673\"}, {\"22.011\": \"182.4354\"}, {\"22.011\": \"180.7741\"}, {\"22.011\": \"179.7483\"}, {\"22.011\": \"177.6937\"}, {\"22.011\": \"177.3619\"}, {\"22.011\": \"174.4359\"}, {\"22.011\": \"173.067\"}, {\"22.011\": \"172.5351\"}, {\"22.011\": \"172.517\"}, {\"22.011\": \"171.5541\"}, {\"22.011\": \"169.773\"}, {\"22.011\": \"168.544\"}, {\"22.011\": \"166.987\"}, {\"22.011\": \"165.703\"}, {\"22.011\": \"165.5819\"}, {\"22.011\": \"165.442\"}, {\"22.011\": \"164.958\"}, {\"22.011\": \"164.812\"}, {\"22.011\": \"164.418\"}, {\"22.011\": \"164.033\"}, {\"22.011\": \"162.671\"}, {\"22.011\": \"162.46\"}, {\"22.011\": \"162.212\"}, {\"22.011\": \"161.781\"}, {\"22.011\": \"161.03\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 73.43}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7f223683d9d51a4b5710178b08f1864e1685a22e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:14:38.500079+00:00", + "ended_at": "2026-05-04T08:14:50.226540+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_bef775df822ee4d2", + "problem_id": "v2p_n11_1a9ff290d89c4103", + "dataset_id": "n11", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=22.011.", + "bindings": { + "measure_col": "22.011", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=126" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_bef775df822ee4d2.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_bef775df822ee4d2", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 21888, + "output_tokens": 159, + "total_tokens": 22611, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 143, + "estimated_total_tokens": 2504, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11621.66, + "sql_execution_elapsed_ms_total": 73.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_bef775df822ee4d2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6740f0c3f5997e9827b8ef3e24ca2f1943fedcf5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_bef775df822ee4d2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:50.140343+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11621.66, "started_at": "2026-05-04T08:14:38.504540+00:00", "ended_at": "2026-05-04T08:14:50.126032+00:00", "prompt_metrics": {"chars": 7250, "bytes_utf8": 7250, "lines": 226, "estimated_tokens": 2361}, "response_metrics": {"chars": 525, "bytes_utf8": 525, "lines": 1, "estimated_tokens": 143}, "usage": {"input_tokens": 22452, "cached_input_tokens": 21888, "output_tokens": 159}, "stderr_preview": "2026-05-04T08:14:38.724225Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:14:41.106084Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 221.784256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e303de73f7d3d4217eacff0aeb4b1b8258d1ffb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f2-f08e-78d1-a572-7bde2f9f757a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"81.8828\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"81.8828\\\". Cast the measure column to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22409,"cached_input_tokens":19840,"output_tokens":148}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfa485a4111bf5923abf55cfca30fa81d9089f0c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"81.8828\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"g\" and measure_col=\"81.8828\". Cast the measure column to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fe7ac3f183c127db4927dd1c256a8e29d228d6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:45:23.654960Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:45:26.570996Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:45:35.776774Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c075c03678dfb086/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c075c03678dfb086/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..06d71b21c7c89bae3225f0aa9a9567e056377db0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c075c03678dfb086/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=81.8828. +Result preview: [{"g": "h", "avg_measure": 200.4345174043062}, {"g": "g", "avg_measure": 190.2384987592247}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c075c03678dfb086/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c075c03678dfb086/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..474f81494d3f7483318d7ef124f933312abd463c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c075c03678dfb086/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_c075c03678dfb086 +-- problem_id: v2p_n11_7fcf35da4ea5803b +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("81.8828" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c075c03678dfb086/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c075c03678dfb086/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fe1621737f62991540f1fb2e2e12dc5ae24d6892 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c075c03678dfb086/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"81.8828\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"81.8828\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 200.4345174043062}, {\"g\": \"g\", \"avg_measure\": 190.2384987592247}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 57.54}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c075c03678dfb086/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c075c03678dfb086/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6897c4ad3cc56fd022934394d8248103df3f532f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c075c03678dfb086/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:45:23.369977+00:00", + "ended_at": "2026-05-04T07:45:36.909762+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_c075c03678dfb086", + "problem_id": "v2p_n11_7fcf35da4ea5803b", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=81.8828.", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 221.784256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_c075c03678dfb086.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c075c03678dfb086", + "api_calls": 0, + "input_tokens": 22409, + "cached_input_tokens": 19840, + "output_tokens": 148, + "total_tokens": 22557, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2318, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2416, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13436.48, + "sql_execution_elapsed_ms_total": 57.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_c075c03678dfb086\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c075c03678dfb086/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c075c03678dfb086/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c6c78a5b27a10d7b268cfe612197f5efaf8049bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c075c03678dfb086/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:45:36.845668+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13436.48, "started_at": "2026-05-04T07:45:23.386244+00:00", "ended_at": "2026-05-04T07:45:36.814200+00:00", "prompt_metrics": {"chars": 7156, "bytes_utf8": 7156, "lines": 228, "estimated_tokens": 2318}, "response_metrics": {"chars": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22409, "cached_input_tokens": 19840, "output_tokens": 148}, "stderr_preview": "2026-05-04T07:45:23.654960Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:45:26.570996Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role focused_target_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_tpch_max_aggregate_winner", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c11aafdc40427c8b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c11aafdc40427c8b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f8cadfcac324303b8057fb34a821e132a2f9f85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c11aafdc40427c8b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-30ef-7c82-99f5-ac931fc0a58a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the planned template with group_col bound to \\\"g\\\" and measure_col bound to \\\"28.7967\\\". CAST to REAL was added because the schema stores feature values as TEXT, and SQLite SUM should operate on numeric values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22473,"cached_input_tokens":21888,"output_tokens":193}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c11aafdc40427c8b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c11aafdc40427c8b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87e8358bc5e0d529fa6199f0aefcade53ef32570 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c11aafdc40427c8b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"28.7967\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"g\";","notes":"Used the planned template with group_col bound to \"g\" and measure_col bound to \"28.7967\". CAST to REAL was added because the schema stores feature values as TEXT, and SQLite SUM should operate on numeric values."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c11aafdc40427c8b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c11aafdc40427c8b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0fdfe45c21e4b8e282598193286a81f05bad693 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c11aafdc40427c8b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:47.462343Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:49.870937Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:58.723583Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c11aafdc40427c8b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c11aafdc40427c8b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf21b43f0a844de5d1055a05d4acec65be098b2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c11aafdc40427c8b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role focused_target_view. Focus on group_col=g, measure_col=28.7967. +Result preview: [{"g": "g", "total_measure": 538318.9745}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c11aafdc40427c8b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c11aafdc40427c8b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..10dc863b117ffc6cf02153055792fbeb2825c857 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c11aafdc40427c8b/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n11_c11aafdc40427c8b +-- problem_id: v2p_n11_8538188b7d85ecbc +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("28.7967" AS REAL)) AS total_measure + FROM "n11" + GROUP BY "g" +) +SELECT "g", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "g"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c11aafdc40427c8b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c11aafdc40427c8b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71fa8b3ae3a215195c80281f66c9a236b6534529 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c11aafdc40427c8b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"28.7967\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 538318.9745}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.35}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c11aafdc40427c8b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c11aafdc40427c8b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1fe96b36d426850527208700179ff243dcbe4988 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c11aafdc40427c8b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:10:47.235265+00:00", + "ended_at": "2026-05-04T08:10:59.314520+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_c11aafdc40427c8b", + "problem_id": "v2p_n11_8538188b7d85ecbc", + "dataset_id": "n11", + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role focused_target_view. Focus on group_col=g, measure_col=28.7967.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_c11aafdc40427c8b.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c11aafdc40427c8b", + "api_calls": 0, + "input_tokens": 22473, + "cached_input_tokens": 21888, + "output_tokens": 193, + "total_tokens": 22666, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2384, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2523, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12034.67, + "sql_execution_elapsed_ms_total": 13.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_c11aafdc40427c8b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c11aafdc40427c8b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c11aafdc40427c8b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4e87aedfc0ca5fde511ba79a3abe6ce3ef1d71a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c11aafdc40427c8b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:59.293054+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12034.67, "started_at": "2026-05-04T08:10:47.238942+00:00", "ended_at": "2026-05-04T08:10:59.274151+00:00", "prompt_metrics": {"chars": 7392, "bytes_utf8": 7392, "lines": 228, "estimated_tokens": 2384}, "response_metrics": {"chars": 532, "bytes_utf8": 532, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 22473, "cached_input_tokens": 21888, "output_tokens": 193}, "stderr_preview": "2026-05-04T08:10:47.462343Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:49.870937Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=27.7004.", + "planned_template_id": "tpl_m4_median_filtered_numeric", + "bindings": { + "measure_col": "27.7004", + "predicate_col": "28.7967", + "predicate_op": ">=", + "predicate_value": 70.12685, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c491dc96d9b3efb6a6664f8361655a673f28d347 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f9-0666-7cc3-848a-c234fa618966"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"27.7004\\\" AS REAL) AS \\\"27.7004\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"27.7004\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n11\\\"\\n WHERE CAST(\\\"28.7967\\\" AS REAL) >= 70.12685\\n)\\nSELECT AVG(\\\"27.7004\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the requested template and bindings. Cast text-backed numeric columns to REAL for correct SQLite numeric ordering and median calculation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22559,"cached_input_tokens":21888,"output_tokens":201}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2fdc95ab93f4ece2175dc40f6e0475ca6e79bfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"27.7004\" AS REAL) AS \"27.7004\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"27.7004\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n11\"\n WHERE CAST(\"28.7967\" AS REAL) >= 70.12685\n)\nSELECT AVG(\"27.7004\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;","notes":"Used the requested template and bindings. Cast text-backed numeric columns to REAL for correct SQLite numeric ordering and median calculation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be86c07a4e03353a7a99de8f98e1d8242f1592b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:52:02.468127Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:52:04.912182Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:52:13.855268Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e54f2f3dc11bc16e5002a3ebdfc143964bf0b2a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=27.7004. +Result preview: [{"median_measure": -33.7427}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f234f2583e53a0767149f99c44d7fb3cff38c4c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n11_c15a5a9fb638449b +-- problem_id: v2p_n11_2ea6380a720173cf +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("27.7004" AS REAL) AS "27.7004", + ROW_NUMBER() OVER (ORDER BY CAST("27.7004" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n11" + WHERE CAST("28.7967" AS REAL) >= 70.12685 +) +SELECT AVG("27.7004") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b077e5a0b778eb51af0e66630b65867438e214cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"27.7004\" AS REAL) AS \"27.7004\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"27.7004\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n11\"\n WHERE CAST(\"28.7967\" AS REAL) >= 70.12685\n)\nSELECT AVG(\"27.7004\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", "result": "{\"query\": \"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"27.7004\\\" AS REAL) AS \\\"27.7004\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"27.7004\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n11\\\"\\n WHERE CAST(\\\"28.7967\\\" AS REAL) >= 70.12685\\n)\\nSELECT AVG(\\\"27.7004\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\", \"columns\": [\"median_measure\"], \"rows\": [{\"median_measure\": -33.7427}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.41}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..58ff2ab1e249decb5c35393ba28cea82f9e97a6e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:52:02.161243+00:00", + "ended_at": "2026-05-04T07:52:14.484176+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_c15a5a9fb638449b", + "problem_id": "v2p_n11_2ea6380a720173cf", + "dataset_id": "n11", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=27.7004.", + "bindings": { + "measure_col": "27.7004", + "predicate_col": "28.7967", + "predicate_op": ">=", + "predicate_value": 70.12685, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=55" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_c15a5a9fb638449b.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c15a5a9fb638449b", + "api_calls": 0, + "input_tokens": 22559, + "cached_input_tokens": 21888, + "output_tokens": 201, + "total_tokens": 22760, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2468, + "estimated_output_tokens": 168, + "estimated_total_tokens": 2636, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12272.76, + "sql_execution_elapsed_ms_total": 21.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_c15a5a9fb638449b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..583d17b3cb55b063e49e80dc64f00003d3bbd904 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:52:14.454990+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12272.76, "started_at": "2026-05-04T07:52:02.165279+00:00", "ended_at": "2026-05-04T07:52:14.436235+00:00", "prompt_metrics": {"chars": 7665, "bytes_utf8": 7665, "lines": 230, "estimated_tokens": 2468}, "response_metrics": {"chars": 599, "bytes_utf8": 599, "lines": 1, "estimated_tokens": 168}, "usage": {"input_tokens": 22559, "cached_input_tokens": 21888, "output_tokens": 201}, "stderr_preview": "2026-05-04T07:52:02.468127Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:52:04.912182Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 70.12685\\n)\\nSELECT AVG(\\\"27.7004\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the requested template and bindings. Cast text-backed numeric columns to REAL for correct SQLite numeric ordering and median calculation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..67f1d54f758197ecc6f070ee864838497120047c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c15a5a9fb638449b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c15a5a9fb638449b", + "api_calls": 0, + "input_tokens": 22559, + "cached_input_tokens": 21888, + "output_tokens": 201, + "total_tokens": 22760, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2468, + "estimated_output_tokens": 168, + "estimated_total_tokens": 2636, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12272.76, + "sql_execution_elapsed_ms_total": 21.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_c15a5a9fb638449b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98867cba96a0399eda9afdc532a5be008fee1cd6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7388, "bytes_utf8": 7388, "lines": 228, "estimated_tokens": 2384}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 492, "bytes_utf8": 492, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22473, "cached_input_tokens": 21888, "output_tokens": 169}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e2e3228e61f9ce27da70e0b45bcba5ce2c120b0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c30e87d3419feec8", + "api_calls": 0, + "input_tokens": 22473, + "cached_input_tokens": 21888, + "output_tokens": 169, + "total_tokens": 22642, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2384, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2514, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12251.64, + "sql_execution_elapsed_ms_total": 14.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_c30e87d3419feec8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8e7a938d03dcc836cbdc5fdd287162773fa986af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:11:36.438801+00:00", + "ended_at": "2026-05-04T08:11:48.688113+00:00", + "elapsed_ms": 12251.64, + "prompt_metrics": { + "chars": 7388, + "bytes_utf8": 7388, + "lines": 228, + "estimated_tokens": 2384 + }, + "stdout_metrics": { + "chars": 829, + "bytes_utf8": 829, + "lines": 4, + "estimated_tokens": 247 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13219 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 492, + "bytes_utf8": 492, + "lines": 1, + "estimated_tokens": 130 + }, + "usage": { + "input_tokens": 22473, + "cached_input_tokens": 21888, + "output_tokens": 169 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b45d29b6d99d0f5dc501e7be9e0a88e40b9bd19 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_tpch_max_aggregate_winner", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..add078bb44bc6946d24be0bd51db0042bce817f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-f0f6-7e21-8364-fd2ecf4edd5a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the required Max Aggregate Winner Selection template with group_col=\\\"g\\\" and measure_col=\\\"2.6449\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22473,"cached_input_tokens":21888,"output_tokens":169}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7d569dadfb90313d6f05941eb1afb06cbb683a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"2.6449\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"g\";","notes":"Used the required Max Aggregate Winner Selection template with group_col=\"g\" and measure_col=\"2.6449\". Cast the measure column to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3d2374663c2fd36bc3081b97af50d64c60dc075 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:36.632226Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:38.907291Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:48.023291Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3462818a47ecf6521117fdbbc5b406017f3884ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=2.6449. +Result preview: [{"g": "g", "total_measure": 34329.9059}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8607274a4d22213a01004ce4a72a5fe46ed01c69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n11_c30e87d3419feec8 +-- problem_id: v2p_n11_437908cc7e9b7597 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("2.6449" AS REAL)) AS total_measure + FROM "n11" + GROUP BY "g" +) +SELECT "g", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "g"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88e1e1e0125e0d988d95c870476b92bfeb094912 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"2.6449\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 34329.9059}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.74}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b3396a83811c9db09a81e86face02cc5b491eb83 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:11:36.433130+00:00", + "ended_at": "2026-05-04T08:11:48.735851+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_c30e87d3419feec8", + "problem_id": "v2p_n11_437908cc7e9b7597", + "dataset_id": "n11", + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=2.6449.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_c30e87d3419feec8.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c30e87d3419feec8", + "api_calls": 0, + "input_tokens": 22473, + "cached_input_tokens": 21888, + "output_tokens": 169, + "total_tokens": 22642, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2384, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2514, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12251.64, + "sql_execution_elapsed_ms_total": 14.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_c30e87d3419feec8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ebd3b341d7c7b256144ca785e2cc78e414cd9e48 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c30e87d3419feec8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:48.711798+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12251.64, "started_at": "2026-05-04T08:11:36.438801+00:00", "ended_at": "2026-05-04T08:11:48.688113+00:00", "prompt_metrics": {"chars": 7388, "bytes_utf8": 7388, "lines": 228, "estimated_tokens": 2384}, "response_metrics": {"chars": 492, "bytes_utf8": 492, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22473, "cached_input_tokens": 21888, "output_tokens": 169}, "stderr_preview": "2026-05-04T08:11:36.632226Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:38.907291Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=16.0021.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "predicate_col": "22.011", + "predicate_op": ">=", + "predicate_value": 35.8441, + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.318232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7338d9140fee8222a24e06c580820d908154a68 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df207-c74a-7d32-b207-291db84e0dad"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"16.0021\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"22.011\\\" AS REAL) >= 35.8441\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"16.0021\\\", predicate_col=\\\"22.011\\\", predicate_op=>=, predicate_value=35.8441, top_k=16. Cast TEXT feature columns to REAL for SQLite numeric aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22479,"cached_input_tokens":21888,"output_tokens":154}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12adcab2ab0538cf4783a451d149d90e6bccec94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"16.0021\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"22.011\" AS REAL) >= 35.8441\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Used the required template with fixed bindings: group_col=\"g\", measure_col=\"16.0021\", predicate_col=\"22.011\", predicate_op=>=, predicate_value=35.8441, top_k=16. Cast TEXT feature columns to REAL for SQLite numeric aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3047d116972479134dd0bad884a80d8c344cdd6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:09.380417Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:11.839477Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:20.285743Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfaf3d83bfe0ce43f7496fd1b938dd10be1cfec2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=16.0021. +Result preview: [{"g": "g", "total_measure": 86081.2871}, {"g": "h", "total_measure": 59410.8692}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d2928c98ebd00c81a11c9c3391d06e9624638570 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_c495f0fe4d1a1c5a +-- problem_id: v2p_n11_2b463ad23de1678a +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("16.0021" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("22.011" AS REAL) >= 35.8441 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5cdfffd9de7911036e17a478b42e6c6559d517b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"16.0021\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"22.011\" AS REAL) >= 35.8441\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"16.0021\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"22.011\\\" AS REAL) >= 35.8441\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 86081.2871}, {\"g\": \"h\", \"total_measure\": 59410.8692}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.46}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9ee757cef92d12076dd05549728a4578904e49f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:08:05.828466+00:00", + "ended_at": "2026-05-04T08:08:21.192962+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_c495f0fe4d1a1c5a", + "problem_id": "v2p_n11_2b463ad23de1678a", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=16.0021.", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "predicate_col": "22.011", + "predicate_op": ">=", + "predicate_value": 35.8441, + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.318232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_c495f0fe4d1a1c5a.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c495f0fe4d1a1c5a", + "api_calls": 0, + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 154, + "total_tokens": 22633, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2390, + "estimated_output_tokens": 138, + "estimated_total_tokens": 2528, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15318.13, + "sql_execution_elapsed_ms_total": 11.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_c495f0fe4d1a1c5a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..33fb8caa36d6ef2643ba5d494a445745c0731055 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:08:21.170473+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15318.13, "started_at": "2026-05-04T08:08:05.833113+00:00", "ended_at": "2026-05-04T08:08:21.149438+00:00", "prompt_metrics": {"chars": 7352, "bytes_utf8": 7352, "lines": 232, "estimated_tokens": 2390}, "response_metrics": {"chars": 484, "bytes_utf8": 484, "lines": 1, "estimated_tokens": 138}, "usage": {"input_tokens": 22479, "cached_input_tokens": 21888, "output_tokens": 154}, "stderr_preview": "2026-05-04T08:08:09.380417Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:11.839477Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 35.8441\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"16.0021\\\", predicate_col=\\\"22.011\\\", predicate_op=>=, predicate_value=35.8441, top_k=16. Cast TEXT feature columns to REAL for SQLite numeric aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3fcbc2603e5f177bbbc6616757a2d09ba6417d46 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c495f0fe4d1a1c5a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c495f0fe4d1a1c5a", + "api_calls": 0, + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 154, + "total_tokens": 22633, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2390, + "estimated_output_tokens": 138, + "estimated_total_tokens": 2528, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15318.13, + "sql_execution_elapsed_ms_total": 11.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_c495f0fe4d1a1c5a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..751d2c9f249d80f009733cd8436944f76d9d77bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7076, "bytes_utf8": 7076, "lines": 228, "estimated_tokens": 2307}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 368, "bytes_utf8": 368, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22398, "cached_input_tokens": 21888, "output_tokens": 113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..35557c2e19cf0fa26d76d24b278ce61c52cae009 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c4b44e1721ac2ad4", + "api_calls": 0, + "input_tokens": 22398, + "cached_input_tokens": 21888, + "output_tokens": 113, + "total_tokens": 22511, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2307, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2404, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10852.37, + "sql_execution_elapsed_ms_total": 13.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_c4b44e1721ac2ad4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..58506612e9c43dfa85aba5f7eacf4e2cf9102db7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:01:32.732810+00:00", + "ended_at": "2026-05-04T08:01:43.585504+00:00", + "elapsed_ms": 10852.37, + "prompt_metrics": { + "chars": 7076, + "bytes_utf8": 7076, + "lines": 228, + "estimated_tokens": 2307 + }, + "stdout_metrics": { + "chars": 692, + "bytes_utf8": 692, + "lines": 4, + "estimated_tokens": 201 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13239 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 368, + "bytes_utf8": 368, + "lines": 1, + "estimated_tokens": 97 + }, + "usage": { + "input_tokens": 22398, + "cached_input_tokens": 21888, + "output_tokens": 113 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d15b94bc210c27272ba29e056c91081fadcdb01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb893312a4149cdf903daa22a31c3a30bff73b36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df201-babd-7f21-b57b-d5a93cd7747a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"81.8828\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Mean template with group_col=\\\"g\\\" and measure_col=\\\"81.8828\\\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22398,"cached_input_tokens":21888,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..574796358849994c85fb256ce232beac57bb02a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"81.8828\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;","notes":"Used the required Grouped Numeric Mean template with group_col=\"g\" and measure_col=\"81.8828\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..162bf939319b8457574b5b9c9818f23467a00f5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:01:32.926821Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:01:35.363138Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:01:42.345251Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ec1724aef1423acbd934ba98359c8d335f42c76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=81.8828. +Result preview: [{"g": "h", "avg_measure": 200.4345174043062}, {"g": "g", "avg_measure": 190.2384987592247}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4364252b03fe0ab393b5ea3986e8dfdaba13519d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_c4b44e1721ac2ad4 +-- problem_id: v2p_n11_98872f078e7e6354 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("81.8828" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..068528f295f76927a25d48b8b8524013aa149e70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"81.8828\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"81.8828\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 200.4345174043062}, {\"g\": \"g\", \"avg_measure\": 190.2384987592247}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.13}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3548344c85e2d5198b20c232bd2ec5aba7d448df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:01:32.725155+00:00", + "ended_at": "2026-05-04T08:01:43.623418+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_c4b44e1721ac2ad4", + "problem_id": "v2p_n11_98872f078e7e6354", + "dataset_id": "n11", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=81.8828.", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_c4b44e1721ac2ad4.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c4b44e1721ac2ad4", + "api_calls": 0, + "input_tokens": 22398, + "cached_input_tokens": 21888, + "output_tokens": 113, + "total_tokens": 22511, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2307, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2404, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10852.37, + "sql_execution_elapsed_ms_total": 13.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_c4b44e1721ac2ad4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d2d35e297df476f7d8c66f3d03c7a8ab162b8db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c4b44e1721ac2ad4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:01:43.602654+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10852.37, "started_at": "2026-05-04T08:01:32.732810+00:00", "ended_at": "2026-05-04T08:01:43.585504+00:00", "prompt_metrics": {"chars": 7076, "bytes_utf8": 7076, "lines": 228, "estimated_tokens": 2307}, "response_metrics": {"chars": 368, "bytes_utf8": 368, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22398, "cached_input_tokens": 21888, "output_tokens": 113}, "stderr_preview": "2026-05-04T08:01:32.926821Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:01:35.363138Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c638bb99975c9cb7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c638bb99975c9cb7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..634a05aafd5440490b7695aa45d55ef810e9bdb9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c638bb99975c9cb7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fc-d68c-7931-8053-016783d3d122"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"27.7004\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"27.7004\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"quantiles\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n AVG(\\\"measure_value\\\") AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN (\\n CAST((0.9 * (\\\"cnt\\\" - 1)) + 1 AS INTEGER),\\n CAST((0.9 * (\\\"cnt\\\" - 1)) + 1 AS INTEGER) + 1\\n )\\n GROUP BY \\\"group_col\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"g\\\",\\n \\\"quantiles\\\".\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n) AS \\\"groups\\\"\\nLEFT JOIN \\\"quantiles\\\"\\n ON \\\"groups\\\".\\\"g\\\" = \\\"quantiles\\\".\\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Rewrote the planned percentile template into SQLite-compatible SQL by emulating the 0.9 quantile with window functions over CASTed REAL values from \\\"27.7004\\\". Because group_col and condition_col are both \\\"g\\\" with condition_value 'g', only the 'g' group has a filtered percentile; other groups remain NULL in the grouped result.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22508,"cached_input_tokens":19840,"output_tokens":487}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c638bb99975c9cb7/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c638bb99975c9cb7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab31e2027804a868dcf504140241e0babb19db8a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c638bb99975c9cb7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"27.7004\" AS REAL) AS \"measure_value\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"27.7004\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"quantiles\" AS (\n SELECT\n \"group_col\",\n AVG(\"measure_value\") AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" IN (\n CAST((0.9 * (\"cnt\" - 1)) + 1 AS INTEGER),\n CAST((0.9 * (\"cnt\" - 1)) + 1 AS INTEGER) + 1\n )\n GROUP BY \"group_col\"\n)\nSELECT\n \"groups\".\"g\",\n \"quantiles\".\"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n) AS \"groups\"\nLEFT JOIN \"quantiles\"\n ON \"groups\".\"g\" = \"quantiles\".\"group_col\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Rewrote the planned percentile template into SQLite-compatible SQL by emulating the 0.9 quantile with window functions over CASTed REAL values from \"27.7004\". Because group_col and condition_col are both \"g\" with condition_value 'g', only the 'g' group has a filtered percentile; other groups remain NULL in the grouped result."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c638bb99975c9cb7/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c638bb99975c9cb7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9a1df5f2b5140b0fe28807abcda0985fb98266e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c638bb99975c9cb7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:56:12.365199Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:56:14.925004Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:56:29.093012Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c638bb99975c9cb7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c638bb99975c9cb7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d83e8887c69aafd91f20d388b4574f2ddbc2ec1a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c638bb99975c9cb7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004, condition_col=g. +Result preview: [{"g": "g", "conditional_percentile": 46.006}, {"g": "h", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c638bb99975c9cb7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c638bb99975c9cb7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb72bb618b7624cbb07c7e22d702b17a3eb4042f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c638bb99975c9cb7/generated_sql.sql @@ -0,0 +1,50 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_c638bb99975c9cb7 +-- problem_id: v2p_n11_9335a9494fc87040 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "g" AS "group_col", + CAST("27.7004" AS REAL) AS "measure_value" + FROM "n11" + WHERE "g" = 'g' + AND "27.7004" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure_value", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_value") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), +"quantiles" AS ( + SELECT + "group_col", + AVG("measure_value") AS "conditional_percentile" + FROM "ranked" + WHERE "rn" IN ( + CAST((0.9 * ("cnt" - 1)) + 1 AS INTEGER), + CAST((0.9 * ("cnt" - 1)) + 1 AS INTEGER) + 1 + ) + GROUP BY "group_col" +) +SELECT + "groups"."g", + "quantiles"."conditional_percentile" +FROM ( + SELECT DISTINCT "g" + FROM "n11" +) AS "groups" +LEFT JOIN "quantiles" + ON "groups"."g" = "quantiles"."group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c638bb99975c9cb7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c638bb99975c9cb7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6e4a6413a929b518789893c39861c434dcc3941a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c638bb99975c9cb7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"27.7004\" AS REAL) AS \"measure_value\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"27.7004\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"quantiles\" AS (\n SELECT\n \"group_col\",\n AVG(\"measure_value\") AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" IN (\n CAST((0.9 * (\"cnt\" - 1)) + 1 AS INTEGER),\n CAST((0.9 * (\"cnt\" - 1)) + 1 AS INTEGER) + 1\n )\n GROUP BY \"group_col\"\n)\nSELECT\n \"groups\".\"g\",\n \"quantiles\".\"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n) AS \"groups\"\nLEFT JOIN \"quantiles\"\n ON \"groups\".\"g\" = \"quantiles\".\"group_col\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"27.7004\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"27.7004\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"quantiles\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n AVG(\\\"measure_value\\\") AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN (\\n CAST((0.9 * (\\\"cnt\\\" - 1)) + 1 AS INTEGER),\\n CAST((0.9 * (\\\"cnt\\\" - 1)) + 1 AS INTEGER) + 1\\n )\\n GROUP BY \\\"group_col\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"g\\\",\\n \\\"quantiles\\\".\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n) AS \\\"groups\\\"\\nLEFT JOIN \\\"quantiles\\\"\\n ON \\\"groups\\\".\\\"g\\\" = \\\"quantiles\\\".\\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"g\", \"conditional_percentile\"], \"rows\": [{\"g\": \"g\", \"conditional_percentile\": 46.006}, {\"g\": \"h\", \"conditional_percentile\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 52.41}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c638bb99975c9cb7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c638bb99975c9cb7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..40780ca360fec638d1df5014148db57e74e2b0af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c638bb99975c9cb7/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:56:12.187813+00:00", + "ended_at": "2026-05-04T07:56:29.914469+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_c638bb99975c9cb7", + "problem_id": "v2p_n11_9335a9494fc87040", + "dataset_id": "n11", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004, condition_col=g.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=65" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_c638bb99975c9cb7.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c638bb99975c9cb7", + "api_calls": 0, + "input_tokens": 22508, + "cached_input_tokens": 19840, + "output_tokens": 487, + "total_tokens": 22995, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2417, + "estimated_output_tokens": 417, + "estimated_total_tokens": 2834, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17643.71, + "sql_execution_elapsed_ms_total": 52.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_c638bb99975c9cb7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c638bb99975c9cb7/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c638bb99975c9cb7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c5a38fb55ea476c2a17a874e9e8ce9499f1ebda6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c638bb99975c9cb7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:56:29.854498+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17643.71, "started_at": "2026-05-04T07:56:12.192918+00:00", "ended_at": "2026-05-04T07:56:29.836494+00:00", "prompt_metrics": {"chars": 7551, "bytes_utf8": 7551, "lines": 233, "estimated_tokens": 2417}, "response_metrics": {"chars": 1376, "bytes_utf8": 1376, "lines": 1, "estimated_tokens": 417}, "usage": {"input_tokens": 22508, "cached_input_tokens": 19840, "output_tokens": 487}, "stderr_preview": "2026-05-04T07:56:12.365199Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:56:14.925004Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c8724712647a9ef4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c8724712647a9ef4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9382c80d49da53c654452b8a91e4b68595940072 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c8724712647a9ef4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ef-5dc3-7d90-9bb0-46dfd29dfc1c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided template exactly with group_col=\\\"g\\\" and condition_col=\\\"g\\\", using 'g' and 'h' as the bound positive and negative values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22600,"cached_input_tokens":19840,"output_tokens":271}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c8724712647a9ef4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c8724712647a9ef4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f214859a59dc408f5d6fe8b9ee5e80b4dee28cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c8724712647a9ef4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided template exactly with group_col=\"g\" and condition_col=\"g\", using 'g' and 'h' as the bound positive and negative values."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c8724712647a9ef4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c8724712647a9ef4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4f08f5a5e25853d5fd28aed9be4d982a1d16a1a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c8724712647a9ef4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:41:29.465138Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:41:31.822065Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:41:43.675862Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c8724712647a9ef4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c8724712647a9ef4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..486867437eec74260de79f2bfaafd901c8bdc942 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c8724712647a9ef4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_ratio": 0.0}, {"g": "g", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c8724712647a9ef4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c8724712647a9ef4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa092f3b581d84fbae5ba2b586866a971d932f45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c8724712647a9ef4/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_c8724712647a9ef4 +-- problem_id: v2p_n11_40f4cd905f22d005 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c8724712647a9ef4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c8724712647a9ef4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..295a8161685c7bee29a26b03e886531fd0bd6dde --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c8724712647a9ef4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"g\", \"condition_ratio\"], \"rows\": [{\"g\": \"h\", \"condition_ratio\": 0.0}, {\"g\": \"g\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.2}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c8724712647a9ef4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c8724712647a9ef4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6567d2ea76485d0f39285d896455a659ac4b35b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c8724712647a9ef4/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:41:29.256006+00:00", + "ended_at": "2026-05-04T07:41:44.403813+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_c8724712647a9ef4", + "problem_id": "v2p_n11_40f4cd905f22d005", + "dataset_id": "n11", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_c8724712647a9ef4.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c8724712647a9ef4", + "api_calls": 0, + "input_tokens": 22600, + "cached_input_tokens": 19840, + "output_tokens": 271, + "total_tokens": 22871, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2509, + "estimated_output_tokens": 165, + "estimated_total_tokens": 2674, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15108.96, + "sql_execution_elapsed_ms_total": 10.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_c8724712647a9ef4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c8724712647a9ef4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c8724712647a9ef4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02b3e035fae681a8a996a589942b729f6672851e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c8724712647a9ef4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:41:44.386403+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15108.96, "started_at": "2026-05-04T07:41:29.259895+00:00", "ended_at": "2026-05-04T07:41:44.368967+00:00", "prompt_metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 231, "estimated_tokens": 2509}, "response_metrics": {"chars": 598, "bytes_utf8": 598, "lines": 1, "estimated_tokens": 165}, "usage": {"input_tokens": 22600, "cached_input_tokens": 19840, "output_tokens": 271}, "stderr_preview": "2026-05-04T07:41:29.465138Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:41:31.822065Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9c21c42fe4ef698/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9c21c42fe4ef698/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f72b0f6abff05248bd89835f61f758605b2405bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9c21c42fe4ef698/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fe-5364-70e3-9dc3-1d0451156eb2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"-8.2027\\\" AS REAL) AS \\\"measure_val\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g' AND \\\"-8.2027\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_val\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_val\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"g\\\",\\n \\\"measure_val\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses ROW_NUMBER with COUNT to approximate the 0.9 quantile by selecting the value at CEIL(0.9 * group_size). The measure column is cast from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22508,"cached_input_tokens":21888,"output_tokens":387}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9c21c42fe4ef698/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9c21c42fe4ef698/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b10a6fac2ac362e00ca9b827da07fc529fedb921 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9c21c42fe4ef698/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"-8.2027\" AS REAL) AS \"measure_val\"\n FROM \"n11\"\n WHERE \"g\" = 'g' AND \"-8.2027\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_val\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_val\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"group_col\" AS \"g\",\n \"measure_val\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses ROW_NUMBER with COUNT to approximate the 0.9 quantile by selecting the value at CEIL(0.9 * group_size). The measure column is cast from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9c21c42fe4ef698/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9c21c42fe4ef698/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2b2f35503510107beb46d57e75bf0451adc6512 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9c21c42fe4ef698/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:57:49.849251Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:57:52.395408Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:58:07.450373Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9c21c42fe4ef698/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9c21c42fe4ef698/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c40ea7c1284a175b45e1e9f3ce3dae5e1c6ff239 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9c21c42fe4ef698/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027, condition_col=g. +Result preview: [{"g": "g", "conditional_percentile": 15.9637}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9c21c42fe4ef698/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9c21c42fe4ef698/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e7f0edba4d925cba96dd7ebd09f07211afb040e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9c21c42fe4ef698/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_c9c21c42fe4ef698 +-- problem_id: v2p_n11_eda58071a9b53f5a +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "g" AS "group_col", + CAST("-8.2027" AS REAL) AS "measure_val" + FROM "n11" + WHERE "g" = 'g' AND "-8.2027" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure_val", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_val") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +) +SELECT + "group_col" AS "g", + "measure_val" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9c21c42fe4ef698/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9c21c42fe4ef698/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..066896d9be1b34397f08ae9d480ab00878f26085 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9c21c42fe4ef698/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"-8.2027\" AS REAL) AS \"measure_val\"\n FROM \"n11\"\n WHERE \"g\" = 'g' AND \"-8.2027\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_val\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_val\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"group_col\" AS \"g\",\n \"measure_val\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"-8.2027\\\" AS REAL) AS \\\"measure_val\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g' AND \\\"-8.2027\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_val\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_val\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"g\\\",\\n \\\"measure_val\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"g\", \"conditional_percentile\"], \"rows\": [{\"g\": \"g\", \"conditional_percentile\": 15.9637}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 44.93}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9c21c42fe4ef698/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9c21c42fe4ef698/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e5358fab20e0b67ff1e69ebc9cf57b37cbc70afd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9c21c42fe4ef698/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:57:49.678967+00:00", + "ended_at": "2026-05-04T07:58:08.380081+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_c9c21c42fe4ef698", + "problem_id": "v2p_n11_eda58071a9b53f5a", + "dataset_id": "n11", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027, condition_col=g.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=67" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_c9c21c42fe4ef698.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c9c21c42fe4ef698", + "api_calls": 0, + "input_tokens": 22508, + "cached_input_tokens": 21888, + "output_tokens": 387, + "total_tokens": 22895, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2417, + "estimated_output_tokens": 275, + "estimated_total_tokens": 2692, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18626.75, + "sql_execution_elapsed_ms_total": 44.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_c9c21c42fe4ef698\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9c21c42fe4ef698/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9c21c42fe4ef698/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d512003a21804a05dd4dddde5781432ee19164d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9c21c42fe4ef698/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:58:08.327779+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18626.75, "started_at": "2026-05-04T07:57:49.683786+00:00", "ended_at": "2026-05-04T07:58:08.308297+00:00", "prompt_metrics": {"chars": 7551, "bytes_utf8": 7551, "lines": 233, "estimated_tokens": 2417}, "response_metrics": {"chars": 921, "bytes_utf8": 921, "lines": 1, "estimated_tokens": 275}, "usage": {"input_tokens": 22508, "cached_input_tokens": 21888, "output_tokens": 387}, "stderr_preview": "2026-05-04T07:57:49.849251Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:57:52.395408Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.3918.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "predicate_col": "40.092", + "predicate_op": ">=", + "predicate_value": 45.8841, + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.4424, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..27de091c911c162812af4ff8de6bb21673c7cdf2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-9fb1-7170-b77c-2710ce10cf8b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"40.092\\\" AS REAL) >= 45.8841\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the planned template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"0.3918\\\", predicate_col=\\\"40.092\\\", predicate_op=\\\">=\\\", predicate_value=45.8841, top_k=18. Cast TEXT numeric fields to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22479,"cached_input_tokens":21888,"output_tokens":187}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22b5a6892552d294c539b19179fadefc288fa988 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"0.3918\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"40.092\" AS REAL) >= 45.8841\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Used the planned template with fixed bindings: group_col=\"g\", measure_col=\"0.3918\", predicate_col=\"40.092\", predicate_op=\">=\", predicate_value=45.8841, top_k=18. Cast TEXT numeric fields to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..77ae3eff2855ead1ede89ffa2bdd73d729faa768 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:04.782669Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:07.468610Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:16.791153Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b81715c825d3ea0edc1d4cbdbef3490b6276f187 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.3918. +Result preview: [{"g": "h", "total_measure": 1178.2961}, {"g": "g", "total_measure": 863.7562}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..231564354afbcd5359fb1a6cb11206d956cae20b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_c9f0855a99631fec +-- problem_id: v2p_n11_ccfbdb2d4eb5287f +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.3918" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("40.092" AS REAL) >= 45.8841 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b22f24665f87eb6a5e6d6ab77b30fe265a51758e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"0.3918\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"40.092\" AS REAL) >= 45.8841\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"40.092\\\" AS REAL) >= 45.8841\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"h\", \"total_measure\": 1178.2961}, {\"g\": \"g\", \"total_measure\": 863.7562}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.3}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..de64f4cea4d77c8489d8e43254c812852422f907 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:09:04.543055+00:00", + "ended_at": "2026-05-04T08:09:17.805853+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_c9f0855a99631fec", + "problem_id": "v2p_n11_ccfbdb2d4eb5287f", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.3918.", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "predicate_col": "40.092", + "predicate_op": ">=", + "predicate_value": 45.8841, + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.4424, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_c9f0855a99631fec.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c9f0855a99631fec", + "api_calls": 0, + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 187, + "total_tokens": 22666, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2390, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2529, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13221.09, + "sql_execution_elapsed_ms_total": 10.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_c9f0855a99631fec\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4718afede4bfd3154ab4cd3242ca1c05953fe8ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:17.786858+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13221.09, "started_at": "2026-05-04T08:09:04.547533+00:00", "ended_at": "2026-05-04T08:09:17.768866+00:00", "prompt_metrics": {"chars": 7347, "bytes_utf8": 7347, "lines": 232, "estimated_tokens": 2390}, "response_metrics": {"chars": 487, "bytes_utf8": 487, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 22479, "cached_input_tokens": 21888, "output_tokens": 187}, "stderr_preview": "2026-05-04T08:09:04.782669Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:07.468610Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 45.8841\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the planned template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"0.3918\\\", predicate_col=\\\"40.092\\\", predicate_op=\\\">=\\\", predicate_value=45.8841, top_k=18. Cast TEXT numeric fields to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6940b85071bd2cd44384d62790db93c08d76b964 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_c9f0855a99631fec/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c9f0855a99631fec", + "api_calls": 0, + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 187, + "total_tokens": 22666, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2390, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2529, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13221.09, + "sql_execution_elapsed_ms_total": 10.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_c9f0855a99631fec\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..662e706ded79998b9e415f55c4c41822296049ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7547, "bytes_utf8": 7547, "lines": 232, "estimated_tokens": 2454}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 562, "bytes_utf8": 562, "lines": 1, "estimated_tokens": 151}, "usage": {"input_tokens": 22545, "cached_input_tokens": 19840, "output_tokens": 207}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..30f76f416c4db80889fb6840aa2dffc1874cfe45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_caf87dc2ac156f55", + "api_calls": 0, + "input_tokens": 22545, + "cached_input_tokens": 19840, + "output_tokens": 207, + "total_tokens": 22752, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2454, + "estimated_output_tokens": 151, + "estimated_total_tokens": 2605, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13765.1, + "sql_execution_elapsed_ms_total": 19.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_caf87dc2ac156f55\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..34ebd1466d73a6dcd7ab147ac111219a92fa0473 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:48:09.003455+00:00", + "ended_at": "2026-05-04T07:48:22.769824+00:00", + "elapsed_ms": 13765.1, + "prompt_metrics": { + "chars": 7547, + "bytes_utf8": 7547, + "lines": 232, + "estimated_tokens": 2454 + }, + "stdout_metrics": { + "chars": 887, + "bytes_utf8": 887, + "lines": 4, + "estimated_tokens": 259 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13216 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 562, + "bytes_utf8": 562, + "lines": 1, + "estimated_tokens": 151 + }, + "usage": { + "input_tokens": 22545, + "cached_input_tokens": 19840, + "output_tokens": 207 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..064f43cba153a0fd9c298d2a391ca8c86dd865c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=28.7967.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "28.7967", + "band_col": "28.7967", + "band_cut_1": 27.624092, + "band_cut_2": 54.689052, + "lower_bound": 27.624092, + "upper_bound": 54.689052, + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..08f5829105468c6a73fe54a6a1a4f0cbfd0125e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f5-7748-7992-9223-679e19391a47"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"28.7967\\\" AS REAL) < 27.624092 THEN 'low'\\n WHEN CAST(\\\"28.7967\\\" AS REAL) < 54.689052 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"28.7967\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned template exactly, binding both band_col and measure_col to \\\"28.7967\\\" and casting the TEXT column to REAL for SQLite-compatible numeric comparison and averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22545,"cached_input_tokens":19840,"output_tokens":207}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..baede488484e8aa792c2afcef0e92f9a7a4d3d8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"28.7967\" AS REAL) < 27.624092 THEN 'low'\n WHEN CAST(\"28.7967\" AS REAL) < 54.689052 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"28.7967\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Used the planned template exactly, binding both band_col and measure_col to \"28.7967\" and casting the TEXT column to REAL for SQLite-compatible numeric comparison and averaging."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..266e52e984fd3ecceb55e9258a3e51f20232d705 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:48:09.226035Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:48:11.993581Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:48:22.152124Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfbaff3dbe9189207cc83353f4ad7d82bfe1adf4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=28.7967. +Result preview: [{"band_bucket": "high", "avg_measure": 99.25017771764342}, {"band_bucket": "mid", "avg_measure": 38.21347480879541}, {"band_bucket": "low", "avg_measure": 20.890768610579986}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c5fe45c1d875c086f71cf6664de4537b2140455b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n11_caf87dc2ac156f55 +-- problem_id: v2p_n11_948a84fc81b216f6 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("28.7967" AS REAL) < 27.624092 THEN 'low' + WHEN CAST("28.7967" AS REAL) < 54.689052 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("28.7967" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec57fd4d5f9f47f2e9c45517aee06e5d35a5b95f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"28.7967\" AS REAL) < 27.624092 THEN 'low'\n WHEN CAST(\"28.7967\" AS REAL) < 54.689052 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"28.7967\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"28.7967\\\" AS REAL) < 27.624092 THEN 'low'\\n WHEN CAST(\\\"28.7967\\\" AS REAL) < 54.689052 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"28.7967\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 99.25017771764342}, {\"band_bucket\": \"mid\", \"avg_measure\": 38.21347480879541}, {\"band_bucket\": \"low\", \"avg_measure\": 20.890768610579986}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.62}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f1ba501f1dbb843e147f84a04270b4d50e28ae4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:48:09.000152+00:00", + "ended_at": "2026-05-04T07:48:22.816861+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_caf87dc2ac156f55", + "problem_id": "v2p_n11_948a84fc81b216f6", + "dataset_id": "n11", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=28.7967.", + "bindings": { + "measure_col": "28.7967", + "band_col": "28.7967", + "band_cut_1": 27.624092, + "band_cut_2": 54.689052, + "lower_bound": 27.624092, + "upper_bound": 54.689052, + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_caf87dc2ac156f55.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_caf87dc2ac156f55", + "api_calls": 0, + "input_tokens": 22545, + "cached_input_tokens": 19840, + "output_tokens": 207, + "total_tokens": 22752, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2454, + "estimated_output_tokens": 151, + "estimated_total_tokens": 2605, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13765.1, + "sql_execution_elapsed_ms_total": 19.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_caf87dc2ac156f55\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a0585d374289a09993d5cd624d2f2912dbd3957 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_caf87dc2ac156f55/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:48:22.789181+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13765.1, "started_at": "2026-05-04T07:48:09.003455+00:00", "ended_at": "2026-05-04T07:48:22.769824+00:00", "prompt_metrics": {"chars": 7547, "bytes_utf8": 7547, "lines": 232, "estimated_tokens": 2454}, "response_metrics": {"chars": 562, "bytes_utf8": 562, "lines": 1, "estimated_tokens": 151}, "usage": {"input_tokens": 22545, "cached_input_tokens": 19840, "output_tokens": 207}, "stderr_preview": "2026-05-04T07:48:09.226035Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:48:11.993581Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c89e84fdda2ae0af7b3e4bc4b6f2dcd68e438c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f2-b174-75d0-9013-2a626091ee4c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"81.8828\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"81.8828\\\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22408,"cached_input_tokens":19840,"output_tokens":161}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9db156350fe71ff8154978c5fddd461208f81c96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"81.8828\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"g\" and measure_col=\"81.8828\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47c0628657289cf70b48d659c634deab1074de22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:45:07.527915Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:45:10.238995Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:45:21.015656Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e75b82af34fa02c369998a00d5802a63f20eb6b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=81.8828. +Result preview: [{"g": "h", "avg_measure": 200.4345174043062}, {"g": "g", "avg_measure": 190.2384987592247}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ef8fe03e886cf83b7b2f7d2fb7ee245d0a5c3e2c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_cce6e3bdb57eee7b +-- problem_id: v2p_n11_235fcc85e8cb3c09 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("81.8828" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..740d09683eeffdf7cd45d5c54cf9434a61dbabfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"81.8828\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"81.8828\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 200.4345174043062}, {\"g\": \"g\", \"avg_measure\": 190.2384987592247}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 79.55}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9f794dc8522c424a97e8182474335c7926186a85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:45:07.137134+00:00", + "ended_at": "2026-05-04T07:45:23.368669+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_cce6e3bdb57eee7b", + "problem_id": "v2p_n11_235fcc85e8cb3c09", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=81.8828.", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_cce6e3bdb57eee7b.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_cce6e3bdb57eee7b", + "api_calls": 0, + "input_tokens": 22408, + "cached_input_tokens": 19840, + "output_tokens": 161, + "total_tokens": 22569, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2317, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2418, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16106.15, + "sql_execution_elapsed_ms_total": 79.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_cce6e3bdb57eee7b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d04202c69b7a562915213a7553413cf43c484f60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:45:23.270019+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16106.15, "started_at": "2026-05-04T07:45:07.145173+00:00", "ended_at": "2026-05-04T07:45:23.252238+00:00", "prompt_metrics": {"chars": 7150, "bytes_utf8": 7150, "lines": 228, "estimated_tokens": 2317}, "response_metrics": {"chars": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22408, "cached_input_tokens": 19840, "output_tokens": 161}, "stderr_preview": "2026-05-04T07:45:07.527915Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:45:10.238995Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=0.1982, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8be6e4756dc29c45e6ae653726c8555bf6da8e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,237 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=0.1982, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"0.1982\" AS REAL) AS \"measure_col\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"0.1982\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_col\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n), \"targets\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"group_col\" AS \"g\",\n MAX(CASE WHEN \"rn\" = \"target_rn\" THEN \"measure_col\" END) AS \"conditional_percentile\"\nFROM (\n SELECT\n r.\"group_col\",\n r.\"measure_col\",\n r.\"rn\",\n r.\"cnt\",\n CAST(CEIL(0.95 * r.\"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\" r\n)\nGROUP BY \"group_col\"\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6043e3d0b9d591bdb1546ff0d04636fd471a5b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fb-d61d-70d3-a604-2e1db5bbf397"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"0.1982\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"0.1982\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_col\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n), \\\"targets\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"g\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"target_rn\\\" THEN \\\"measure_col\\\" END) AS \\\"conditional_percentile\\\"\\nFROM (\\n SELECT\\n r.\\\"group_col\\\",\\n r.\\\"measure_col\\\",\\n r.\\\"rn\\\",\\n r.\\\"cnt\\\",\\n CAST(CEIL(0.95 * r.\\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\" r\\n)\\nGROUP BY \\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank approximation for the 95th percentile within rows where \\\"g\\\" = 'g', grouped by \\\"g\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22508,"cached_input_tokens":21888,"output_tokens":410}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b40b0d99833a4f6ca5baef9a1dff2ad03008448 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"0.1982\" AS REAL) AS \"measure_col\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"0.1982\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_col\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n), \"targets\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"group_col\" AS \"g\",\n MAX(CASE WHEN \"rn\" = \"target_rn\" THEN \"measure_col\" END) AS \"conditional_percentile\"\nFROM (\n SELECT\n r.\"group_col\",\n r.\"measure_col\",\n r.\"rn\",\n r.\"cnt\",\n CAST(CEIL(0.95 * r.\"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\" r\n)\nGROUP BY \"group_col\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank approximation for the 95th percentile within rows where \"g\" = 'g', grouped by \"g\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..27e1272e9b0fafbff42e3c7582966eca614c4416 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fc-1306-7f12-9841-4504318f3e01"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"0.1982\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"0.1982\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_col\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"g\\\",\\n MAX(CASE WHEN \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER) THEN \\\"measure_col\\\" END) AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with integer arithmetic to compute the 95th-percentile nearest-rank position in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22871,"cached_input_tokens":19840,"output_tokens":420}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..845d06ce162dc7a655e8abe6445211ed84438bf7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"0.1982\" AS REAL) AS \"measure_col\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"0.1982\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_col\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"group_col\" AS \"g\",\n MAX(CASE WHEN \"rn\" = CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER) THEN \"measure_col\" END) AS \"conditional_percentile\"\nFROM \"ranked\"\nGROUP BY \"group_col\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported CEIL() with integer arithmetic to compute the 95th-percentile nearest-rank position in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69dbfcafae08176dded7cdcef6deaa3351c492d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:55:06.698725Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:55:09.061222Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:55:21.554822Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c560acca8a6bbe10eb1e5c1b4e5e6276e31a976 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:55:22.296511Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:55:24.796538Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:55:37.687687Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1eb354dbceb5c881e07381d9ce3deb4a155c5b95 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=0.1982, condition_col=g. +Result preview: [{"g": "g", "conditional_percentile": 0.4163}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..177a9974dda544c0ee995902563ddcb91a3c5299 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/generated_sql.sql @@ -0,0 +1,49 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_cd2a29baf45ff788 +-- problem_id: v2p_n11_83a135a4646d62c8 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "g" AS "group_col", + CAST("0.1982" AS REAL) AS "measure_col" + FROM "n11" + WHERE "g" = 'g' + AND "0.1982" IS NOT NULL +), "ranked" AS ( + SELECT + "group_col", + "measure_col", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_col") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), "targets" AS ( + SELECT + "group_col", + "measure_col", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "group_col" AS "g", + MAX(CASE WHEN "rn" = "target_rn" THEN "measure_col" END) AS "conditional_percentile" +FROM ( + SELECT + r."group_col", + r."measure_col", + r."rn", + r."cnt", + CAST(CEIL(0.95 * r."cnt") AS INTEGER) AS "target_rn" + FROM "ranked" r +) +GROUP BY "group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c01e83913b068ddfcc31bab53623c401b5c59cce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"0.1982\" AS REAL) AS \"measure_col\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"0.1982\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_col\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"group_col\" AS \"g\",\n MAX(CASE WHEN \"rn\" = CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER) THEN \"measure_col\" END) AS \"conditional_percentile\"\nFROM \"ranked\"\nGROUP BY \"group_col\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"0.1982\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"0.1982\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_col\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"g\\\",\\n MAX(CASE WHEN \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER) THEN \\\"measure_col\\\" END) AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"g\", \"conditional_percentile\"], \"rows\": [{\"g\": \"g\", \"conditional_percentile\": 0.4163}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 61.08}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b4c6d88a2d002a2e9b58363b0dc30d910b0b77dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:55:06.539502+00:00", + "ended_at": "2026-05-04T07:55:38.606628+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_cd2a29baf45ff788", + "problem_id": "v2p_n11_83a135a4646d62c8", + "dataset_id": "n11", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=0.1982, condition_col=g.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_cd2a29baf45ff788.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_cd2a29baf45ff788", + "api_calls": 0, + "input_tokens": 45379, + "cached_input_tokens": 41728, + "output_tokens": 830, + "total_tokens": 46209, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5197, + "estimated_output_tokens": 633, + "estimated_total_tokens": 5830, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31947.26, + "sql_execution_elapsed_ms_total": 61.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_cd2a29baf45ff788\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ab7f40c5ae06c0934253266251406439aa8b6bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cd2a29baf45ff788/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:55:22.131660+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15569.21, "started_at": "2026-05-04T07:55:06.541925+00:00", "ended_at": "2026-05-04T07:55:22.112599+00:00", "prompt_metrics": {"chars": 7550, "bytes_utf8": 7550, "lines": 233, "estimated_tokens": 2417}, "response_metrics": {"chars": 1214, "bytes_utf8": 1214, "lines": 1, "estimated_tokens": 377}, "usage": {"input_tokens": 22508, "cached_input_tokens": 21888, "output_tokens": 410}, "stderr_preview": "2026-05-04T07:55:06.698725Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:55:09.061222Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.3918.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "0.3918", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cee8ce1fc7bc2b36/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cee8ce1fc7bc2b36/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..da067eb4fba33782396c264b741177aa97e14264 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cee8ce1fc7bc2b36/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-3f76-7543-9ec8-c82e7f306a21"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"0.3918\\\" AS REAL) <= 0.5037 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"0.3918\\\" and measure_threshold fixed at 0.5037. Cast to REAL for correct numeric comparison because the schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22388,"cached_input_tokens":21888,"output_tokens":122}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cee8ce1fc7bc2b36/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cee8ce1fc7bc2b36/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8d9603c3d005f38aad7cdfd3d3fb20e031edff0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cee8ce1fc7bc2b36/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"0.3918\" AS REAL) <= 0.5037 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"0.3918\" and measure_threshold fixed at 0.5037. Cast to REAL for correct numeric comparison because the schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cee8ce1fc7bc2b36/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cee8ce1fc7bc2b36/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbc0cba7d2b9c652aea0c5658b37bff3eb12de8f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cee8ce1fc7bc2b36/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:13.340615Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:15.728475Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:24.312348Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cee8ce1fc7bc2b36/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cee8ce1fc7bc2b36/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..48228f561cc445aa28abcb0492fec01af3fff46b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cee8ce1fc7bc2b36/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.3918. +Result preview: [{"empirical_cdf_at_threshold": 0.7500394342499606}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cee8ce1fc7bc2b36/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cee8ce1fc7bc2b36/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d5b2b581214c01c66c8b606cef4ce8aa664c6f59 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cee8ce1fc7bc2b36/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_cee8ce1fc7bc2b36 +-- problem_id: v2p_n11_a60eedbe95363c38 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("0.3918" AS REAL) <= 0.5037 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cee8ce1fc7bc2b36/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cee8ce1fc7bc2b36/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8626ab8eb612ae6df4362331d21bf1d583cde0b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cee8ce1fc7bc2b36/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"0.3918\" AS REAL) <= 0.5037 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"0.3918\\\" AS REAL) <= 0.5037 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7500394342499606}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.26}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cee8ce1fc7bc2b36/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cee8ce1fc7bc2b36/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f045e971852ed7c57bab719e4d3ba902fc8a8133 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cee8ce1fc7bc2b36/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:15:13.143639+00:00", + "ended_at": "2026-05-04T08:15:25.226611+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_cee8ce1fc7bc2b36", + "problem_id": "v2p_n11_a60eedbe95363c38", + "dataset_id": "n11", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.3918.", + "bindings": { + "measure_col": "0.3918", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=133" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_cee8ce1fc7bc2b36.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_cee8ce1fc7bc2b36", + "api_calls": 0, + "input_tokens": 22388, + "cached_input_tokens": 21888, + "output_tokens": 122, + "total_tokens": 22510, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2405, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12044.16, + "sql_execution_elapsed_ms_total": 8.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_cee8ce1fc7bc2b36\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cee8ce1fc7bc2b36/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cee8ce1fc7bc2b36/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e80ddfbef2076e629427d1fa17ca898c317971a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_cee8ce1fc7bc2b36/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:25.210252+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12044.16, "started_at": "2026-05-04T08:15:13.148263+00:00", "ended_at": "2026-05-04T08:15:25.192086+00:00", "prompt_metrics": {"chars": 7014, "bytes_utf8": 7014, "lines": 226, "estimated_tokens": 2299}, "response_metrics": {"chars": 392, "bytes_utf8": 392, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22388, "cached_input_tokens": 21888, "output_tokens": 122}, "stderr_preview": "2026-05-04T08:15:13.340615Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:15.728475Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d21a2fbf0a6cc932/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d21a2fbf0a6cc932/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b64487ae211622c4ad4a069707c25b34c2ad1a9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d21a2fbf0a6cc932/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_d21a2fbf0a6cc932\n-- problem_id: v2p_n11_c8d453cd36d9ae17\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"28.7967\",\n COUNT(*) AS support,\n AVG(\"2.6449\") AS avg_response\nFROM \"n11\"\nGROUP BY \"28.7967\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_d21a2fbf0a6cc932\\n-- problem_id: v2p_n11_c8d453cd36d9ae17\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"28.7967\\\",\\n COUNT(*) AS support,\\n AVG(\\\"2.6449\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"28.7967\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"28.7967\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.54}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d21a2fbf0a6cc932/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d21a2fbf0a6cc932/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ba885c360a70a52d0cda9669a8eaec437ac96991 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d21a2fbf0a6cc932/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:36.884499+00:00", + "ended_at": "2026-05-04T08:16:36.911336+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_d21a2fbf0a6cc932", + "problem_id": "v2p_n11_c8d453cd36d9ae17", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=2.6449, key_col=28.7967.", + "bindings": { + "key_col": "28.7967", + "measure_col": "2.6449", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_d21a2fbf0a6cc932.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d21a2fbf0a6cc932/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d21a2fbf0a6cc932/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d21a2fbf0a6cc932/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d2b36028c3c08897/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d2b36028c3c08897/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3add4b311d50dfda04cce2dca900c6dcbc5564b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d2b36028c3c08897/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"0.1982": "0.194", "support": 18, "avg_response": 0.3544611111111111}, {"0.1982": "0.2126", "support": 16, "avg_response": 0.38776875}, {"0.1982": "0.2", "support": 16, "avg_response": 0.36355625}, {"0.1982": "0.1939", "support": 16, "avg_response": 0.34733125}, {"0.1982": "0.2251", "support": 15, "avg_response": 0.39676000000000006}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d2b36028c3c08897/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d2b36028c3c08897/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c722035de4a22236763d2ec9c87eaea66fc52721 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d2b36028c3c08897/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_d2b36028c3c08897 +-- problem_id: v2p_n11_e14b36cbe598176b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.1982", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "0.1982" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d2b36028c3c08897/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d2b36028c3c08897/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6915f5035b3343ee722b379845d2b87e22be4720 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d2b36028c3c08897/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_d2b36028c3c08897\n-- problem_id: v2p_n11_e14b36cbe598176b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"0.1982\",\n COUNT(*) AS support,\n AVG(\"0.3918\") AS avg_response\nFROM \"n11\"\nGROUP BY \"0.1982\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_d2b36028c3c08897\\n-- problem_id: v2p_n11_e14b36cbe598176b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"0.1982\\\",\\n COUNT(*) AS support,\\n AVG(\\\"0.3918\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"0.1982\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"0.1982\", \"support\", \"avg_response\"], \"rows\": [{\"0.1982\": \"0.194\", \"support\": 18, \"avg_response\": 0.3544611111111111}, {\"0.1982\": \"0.2126\", \"support\": 16, \"avg_response\": 0.38776875}, {\"0.1982\": \"0.2\", \"support\": 16, \"avg_response\": 0.36355625}, {\"0.1982\": \"0.1939\", \"support\": 16, \"avg_response\": 0.34733125}, {\"0.1982\": \"0.2251\", \"support\": 15, \"avg_response\": 0.39676000000000006}, {\"0.1982\": \"0.217\", \"support\": 15, \"avg_response\": 0.39194666666666667}, {\"0.1982\": \"0.1812\", \"support\": 14, \"avg_response\": 0.3474}, {\"0.1982\": \"0.1772\", \"support\": 14, \"avg_response\": 0.3184142857142857}, {\"0.1982\": \"0.1665\", \"support\": 14, \"avg_response\": 0.3147642857142857}, {\"0.1982\": \"0.169\", \"support\": 14, \"avg_response\": 0.3083571428571429}, {\"0.1982\": \"0.1581\", \"support\": 14, \"avg_response\": 0.2978428571428572}, {\"0.1982\": \"0.1568\", \"support\": 14, \"avg_response\": 0.28285714285714286}, {\"0.1982\": \"0.1515\", \"support\": 14, \"avg_response\": 0.2795571428571429}, {\"0.1982\": \"0.1458\", \"support\": 14, \"avg_response\": 0.2653357142857143}, {\"0.1982\": \"0.1504\", \"support\": 14, \"avg_response\": 0.2621428571428571}, {\"0.1982\": \"0.1302\", \"support\": 14, \"avg_response\": 0.24675}, {\"0.1982\": \"0.1245\", \"support\": 14, \"avg_response\": 0.23368571428571427}, {\"0.1982\": \"0.1208\", \"support\": 14, \"avg_response\": 0.2322857142857143}, {\"0.1982\": \"0.1247\", \"support\": 14, \"avg_response\": 0.22805}, {\"0.1982\": \"0.1279\", \"support\": 14, \"avg_response\": 0.22524285714285713}, {\"0.1982\": \"0.0934\", \"support\": 14, \"avg_response\": 0.17295}, {\"0.1982\": \"0.25\", \"support\": 13, \"avg_response\": 0.4480230769230769}, {\"0.1982\": \"0.1922\", \"support\": 13, \"avg_response\": 0.3515153846153846}, {\"0.1982\": \"0.1578\", \"support\": 13, \"avg_response\": 0.2906}, {\"0.1982\": \"0.1576\", \"support\": 13, \"avg_response\": 0.28857692307692306}, {\"0.1982\": \"0.1427\", \"support\": 13, \"avg_response\": 0.26797692307692306}, {\"0.1982\": \"0.1429\", \"support\": 13, \"avg_response\": 0.2678615384615385}, {\"0.1982\": \"0.1404\", \"support\": 13, \"avg_response\": 0.26287692307692306}, {\"0.1982\": \"0.1394\", \"support\": 13, \"avg_response\": 0.2579923076923077}, {\"0.1982\": \"0.1134\", \"support\": 13, \"avg_response\": 0.21300000000000002}, {\"0.1982\": \"0.1121\", \"support\": 13, \"avg_response\": 0.20927692307692308}, {\"0.1982\": \"0.1033\", \"support\": 13, \"avg_response\": 0.18866923076923078}, {\"0.1982\": \"0.2593\", \"support\": 12, \"avg_response\": 0.46725833333333333}, {\"0.1982\": \"0.213\", \"support\": 12, \"avg_response\": 0.37848333333333334}, {\"0.1982\": \"0.1988\", \"support\": 12, \"avg_response\": 0.3599583333333333}, {\"0.1982\": \"0.1898\", \"support\": 12, \"avg_response\": 0.32798333333333335}, {\"0.1982\": \"0.1677\", \"support\": 12, \"avg_response\": 0.31245833333333334}, {\"0.1982\": \"0.1708\", \"support\": 12, \"avg_response\": 0.30517500000000003}, {\"0.1982\": \"0.1643\", \"support\": 12, \"avg_response\": 0.3045666666666667}, {\"0.1982\": \"0.1644\", \"support\": 12, \"avg_response\": 0.299725}, {\"0.1982\": \"0.167\", \"support\": 12, \"avg_response\": 0.2994583333333333}, {\"0.1982\": \"0.1603\", \"support\": 12, \"avg_response\": 0.29478333333333334}, {\"0.1982\": \"0.1593\", \"support\": 12, \"avg_response\": 0.2892166666666667}, {\"0.1982\": \"0.1537\", \"support\": 12, \"avg_response\": 0.28009999999999996}, {\"0.1982\": \"0.1479\", \"support\": 12, \"avg_response\": 0.27744166666666664}, {\"0.1982\": \"0.1412\", \"support\": 12, \"avg_response\": 0.26718333333333333}, {\"0.1982\": \"0.1437\", \"support\": 12, \"avg_response\": 0.26361666666666667}, {\"0.1982\": \"0.1405\", \"support\": 12, \"avg_response\": 0.25959166666666667}, {\"0.1982\": \"0.1337\", \"support\": 12, \"avg_response\": 0.2494833333333333}, {\"0.1982\": \"0.1304\", \"support\": 12, \"avg_response\": 0.2402}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 20.06}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d2b36028c3c08897/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d2b36028c3c08897/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..74a4ed917ea965967e8064d45039afcbb804d157 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d2b36028c3c08897/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.296623+00:00", + "ended_at": "2026-05-04T08:16:37.320056+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_d2b36028c3c08897", + "problem_id": "v2p_n11_e14b36cbe598176b", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=0.3918, key_col=0.1982.", + "bindings": { + "key_col": "0.1982", + "measure_col": "0.3918", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=16", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 16, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_d2b36028c3c08897.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d2b36028c3c08897/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d2b36028c3c08897/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d2b36028c3c08897/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..33e3fe5aa5b13e644cd96084a7d830db96e2538e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7304, "bytes_utf8": 7304, "lines": 231, "estimated_tokens": 2362}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": 126}, "usage": {"input_tokens": 22453, "cached_input_tokens": 19840, "output_tokens": 142}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..52745ebd3a91b1aa45414e5b11c2c40de9e00f04 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d43bc69dab6a9cfa", + "api_calls": 0, + "input_tokens": 22453, + "cached_input_tokens": 19840, + "output_tokens": 142, + "total_tokens": 22595, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2362, + "estimated_output_tokens": 126, + "estimated_total_tokens": 2488, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11442.9, + "sql_execution_elapsed_ms_total": 9.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_d43bc69dab6a9cfa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8786b6fe918510d9443bb35f527a0ff869b34fab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:38:54.392252+00:00", + "ended_at": "2026-05-04T07:39:05.835198+00:00", + "elapsed_ms": 11442.9, + "prompt_metrics": { + "chars": 7304, + "bytes_utf8": 7304, + "lines": 231, + "estimated_tokens": 2362 + }, + "stdout_metrics": { + "chars": 770, + "bytes_utf8": 770, + "lines": 4, + "estimated_tokens": 237 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13177 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 445, + "bytes_utf8": 445, + "lines": 1, + "estimated_tokens": 126 + }, + "usage": { + "input_tokens": 22453, + "cached_input_tokens": 19840, + "output_tokens": 142 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..10251729a0c74a75c99ec2b069751d2db67ea25d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4272ed1e52c8d132696ee2d72308ca1a0775fcf4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ed-00e2-7242-9cc1-9e2c5e6d8db3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\". Since the group and condition columns are the same, each group will have a rate of 1.0 for group 'g' and 0.0 for other groups such as 'h'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22453,"cached_input_tokens":19840,"output_tokens":142}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbe3ef7fb3a2f910d98dd53efabef91f20d59440 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\". Since the group and condition columns are the same, each group will have a rate of 1.0 for group 'g' and 0.0 for other groups such as 'h'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..29f32db8a0aae93a729b16eb83e747c7c3a9f678 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:38:54.701853Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:38:57.223520Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:39:05.073323Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..48ebef7629c03ac53e6437b3a95238bba207d0e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "g", "condition_rate": 1.0}, {"g": "h", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e2cb848371240dac91de2017b40e087962aff7ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_d43bc69dab6a9cfa +-- problem_id: v2p_n11_561b949071a50e23 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8847ffa582cff7de009acfb575b4dfe5b6a50f9d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"g\", \"condition_rate\": 1.0}, {\"g\": \"h\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.61}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6d0ce756a825249c9a61426695d7cf664311152d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:38:54.388181+00:00", + "ended_at": "2026-05-04T07:39:05.872712+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_d43bc69dab6a9cfa", + "problem_id": "v2p_n11_561b949071a50e23", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=2" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_d43bc69dab6a9cfa.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d43bc69dab6a9cfa", + "api_calls": 0, + "input_tokens": 22453, + "cached_input_tokens": 19840, + "output_tokens": 142, + "total_tokens": 22595, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2362, + "estimated_output_tokens": 126, + "estimated_total_tokens": 2488, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11442.9, + "sql_execution_elapsed_ms_total": 9.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_d43bc69dab6a9cfa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b65c50b763689ce47593d6141bcfd3a4e386d97c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:39:05.854259+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11442.9, "started_at": "2026-05-04T07:38:54.392252+00:00", "ended_at": "2026-05-04T07:39:05.835198+00:00", "prompt_metrics": {"chars": 7304, "bytes_utf8": 7304, "lines": 231, "estimated_tokens": 2362}, "response_metrics": {"chars": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": 126}, "usage": {"input_tokens": 22453, "cached_input_tokens": 19840, "output_tokens": 142}, "stderr_preview": "2026-05-04T07:38:54.701853Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:38:57.223520Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=0.1982.", + "planned_template_id": "tpl_m4_median_filtered_numeric", + "bindings": { + "measure_col": "0.1982", + "predicate_col": "0.3918", + "predicate_op": ">=", + "predicate_value": 0.5037, + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b23a2a58d8a60f986db150b3d7e0334f04f7c8e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f8-cfc6-74f2-8745-68aa08126371"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"0.1982\\\" AS REAL) AS \\\"0.1982\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"0.1982\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n11\\\"\\n WHERE CAST(\\\"0.3918\\\" AS REAL) >= 0.5037\\n)\\nSELECT AVG(\\\"0.1982\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the requested template with bound roles measure_col=\\\"0.1982\\\" and predicate_col=\\\"0.3918\\\". Cast TEXT columns to REAL for correct numeric filtering, ordering, and median computation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22559,"cached_input_tokens":19840,"output_tokens":215}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4e6605ae64e609622fc51fceb77b52bf8c19402 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"0.1982\" AS REAL) AS \"0.1982\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"0.1982\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n11\"\n WHERE CAST(\"0.3918\" AS REAL) >= 0.5037\n)\nSELECT AVG(\"0.1982\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;","notes":"Used the requested template with bound roles measure_col=\"0.1982\" and predicate_col=\"0.3918\". Cast TEXT columns to REAL for correct numeric filtering, ordering, and median computation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2ace01d4714b1fa7b505c9aa97a307c6024276a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:51:48.463717Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:51:50.926308Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:52:01.233009Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..90089f2c647d449618036ff56bbb45dbdc74ad1d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=0.1982. +Result preview: [{"median_measure": 0.35575}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ad78a48a58bc2c1d148e70e898678a97b3fdeaa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n11_d5e1663d7ad359c4 +-- problem_id: v2p_n11_ea7449c73e6a25dc +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("0.1982" AS REAL) AS "0.1982", + ROW_NUMBER() OVER (ORDER BY CAST("0.1982" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n11" + WHERE CAST("0.3918" AS REAL) >= 0.5037 +) +SELECT AVG("0.1982") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e241f8a831084356f7d22d3f201fcc608a59f99 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"0.1982\" AS REAL) AS \"0.1982\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"0.1982\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n11\"\n WHERE CAST(\"0.3918\" AS REAL) >= 0.5037\n)\nSELECT AVG(\"0.1982\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", "result": "{\"query\": \"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"0.1982\\\" AS REAL) AS \\\"0.1982\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"0.1982\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n11\\\"\\n WHERE CAST(\\\"0.3918\\\" AS REAL) >= 0.5037\\n)\\nSELECT AVG(\\\"0.1982\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\", \"columns\": [\"median_measure\"], \"rows\": [{\"median_measure\": 0.35575}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.56}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f4cb33249ce53fb099ce8df1f0d3613200b76e51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:51:48.236811+00:00", + "ended_at": "2026-05-04T07:52:02.158687+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_d5e1663d7ad359c4", + "problem_id": "v2p_n11_ea7449c73e6a25dc", + "dataset_id": "n11", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=0.1982.", + "bindings": { + "measure_col": "0.1982", + "predicate_col": "0.3918", + "predicate_op": ">=", + "predicate_value": 0.5037, + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_d5e1663d7ad359c4.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d5e1663d7ad359c4", + "api_calls": 0, + "input_tokens": 22559, + "cached_input_tokens": 19840, + "output_tokens": 215, + "total_tokens": 22774, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2468, + "estimated_output_tokens": 188, + "estimated_total_tokens": 2656, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13868.79, + "sql_execution_elapsed_ms_total": 22.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_d5e1663d7ad359c4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..82ec99473818d16244d246d2d9be8b542f215526 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:52:02.128281+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13868.79, "started_at": "2026-05-04T07:51:48.241855+00:00", "ended_at": "2026-05-04T07:52:02.110939+00:00", "prompt_metrics": {"chars": 7660, "bytes_utf8": 7660, "lines": 230, "estimated_tokens": 2468}, "response_metrics": {"chars": 648, "bytes_utf8": 648, "lines": 1, "estimated_tokens": 188}, "usage": {"input_tokens": 22559, "cached_input_tokens": 19840, "output_tokens": 215}, "stderr_preview": "2026-05-04T07:51:48.463717Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:51:50.926308Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.5037\\n)\\nSELECT AVG(\\\"0.1982\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the requested template with bound roles measure_col=\\\"0.1982\\\" and predicate_col=\\\"0.3918\\\". Cast TEXT columns to REAL for correct numeric filtering, ordering, and median computation in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..677200a45c023daa573c1aeef1913b557a29dce1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d5e1663d7ad359c4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d5e1663d7ad359c4", + "api_calls": 0, + "input_tokens": 22559, + "cached_input_tokens": 19840, + "output_tokens": 215, + "total_tokens": 22774, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2468, + "estimated_output_tokens": 188, + "estimated_total_tokens": 2656, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13868.79, + "sql_execution_elapsed_ms_total": 22.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_d5e1663d7ad359c4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d24deb820f767b07eb28e0879f361bcbf27bdf16 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7393, "bytes_utf8": 7393, "lines": 228, "estimated_tokens": 2384}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 496, "bytes_utf8": 496, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22473, "cached_input_tokens": 19840, "output_tokens": 159}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6df7206578ab3a708d1eff784a8bf9bb935c915a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d68e300529fbe5b4", + "api_calls": 0, + "input_tokens": 22473, + "cached_input_tokens": 19840, + "output_tokens": 159, + "total_tokens": 22632, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2384, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2518, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12990.45, + "sql_execution_elapsed_ms_total": 14.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_d68e300529fbe5b4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a979daac177c97e0e193d4eb39283f3d8e6f466d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:10:59.321564+00:00", + "ended_at": "2026-05-04T08:11:12.312041+00:00", + "elapsed_ms": 12990.45, + "prompt_metrics": { + "chars": 7393, + "bytes_utf8": 7393, + "lines": 228, + "estimated_tokens": 2384 + }, + "stdout_metrics": { + "chars": 837, + "bytes_utf8": 837, + "lines": 4, + "estimated_tokens": 253 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13216 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 496, + "bytes_utf8": 496, + "lines": 1, + "estimated_tokens": 134 + }, + "usage": { + "input_tokens": 22473, + "cached_input_tokens": 19840, + "output_tokens": 159 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ffa5cda5484320d530829f0c901de0c97875669 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_tpch_max_aggregate_winner", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ac62cd9bafc81895a0e4cd449f4def96a587661 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-5ff7-73e0-84a8-9156e49ee00a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the provided Max Aggregate Winner Selection template with group_col=\\\"g\\\" and measure_col=\\\"28.7967\\\". Casted \\\"28.7967\\\" from TEXT to REAL for numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22473,"cached_input_tokens":19840,"output_tokens":159}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1fae39146ac81892def8f2576d6bc074cec3fed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"28.7967\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"g\";","notes":"Used the provided Max Aggregate Winner Selection template with group_col=\"g\" and measure_col=\"28.7967\". Casted \"28.7967\" from TEXT to REAL for numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..314883eb27d68ef54b9a253c61f72c4962c3e698 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:59.496996Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:01.926360Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:11.574468Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcd6b923fe43a4b1118e57d8e8740b4d00d10479 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=28.7967. +Result preview: [{"g": "g", "total_measure": 538318.9745}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f40137feb33bae1df9ad51b2db040c8d33fbeecf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n11_d68e300529fbe5b4 +-- problem_id: v2p_n11_ca93b5e95e7629ee +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("28.7967" AS REAL)) AS total_measure + FROM "n11" + GROUP BY "g" +) +SELECT "g", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "g"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9604f1564306e54c8bc7658ff56122d6fa03b402 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"28.7967\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 538318.9745}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.43}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a57836f433f53b949f630c28a778723849eed145 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:10:59.316719+00:00", + "ended_at": "2026-05-04T08:11:12.352102+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_d68e300529fbe5b4", + "problem_id": "v2p_n11_ca93b5e95e7629ee", + "dataset_id": "n11", + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=28.7967.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_d68e300529fbe5b4.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d68e300529fbe5b4", + "api_calls": 0, + "input_tokens": 22473, + "cached_input_tokens": 19840, + "output_tokens": 159, + "total_tokens": 22632, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2384, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2518, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12990.45, + "sql_execution_elapsed_ms_total": 14.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_d68e300529fbe5b4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..350f4984ca7bd2b8fb0a312085945321230c1587 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d68e300529fbe5b4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:12.329925+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12990.45, "started_at": "2026-05-04T08:10:59.321564+00:00", "ended_at": "2026-05-04T08:11:12.312041+00:00", "prompt_metrics": {"chars": 7393, "bytes_utf8": 7393, "lines": 228, "estimated_tokens": 2384}, "response_metrics": {"chars": 496, "bytes_utf8": 496, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22473, "cached_input_tokens": 19840, "output_tokens": 159}, "stderr_preview": "2026-05-04T08:10:59.496996Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:01.926360Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8744d8dfbf1b087/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8744d8dfbf1b087/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5755bb29f77ddf88b60dab3c891965bd139e89b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8744d8dfbf1b087/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_d8744d8dfbf1b087\n-- problem_id: v2p_n11_1fea60dcca7d0cd6\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"22.011\",\n COUNT(*) AS support,\n AVG(\"2.6449\") AS avg_response\nFROM \"n11\"\nGROUP BY \"22.011\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_d8744d8dfbf1b087\\n-- problem_id: v2p_n11_1fea60dcca7d0cd6\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"22.011\\\",\\n COUNT(*) AS support,\\n AVG(\\\"2.6449\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"22.011\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"22.011\", \"support\", \"avg_response\"], \"rows\": [{\"22.011\": \"0\", \"support\": 39, \"avg_response\": 2.1805333333333334}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.44}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8744d8dfbf1b087/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8744d8dfbf1b087/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b7bc1b39fb61dcf924d6c03f229e7a0182125ca5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8744d8dfbf1b087/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.494644+00:00", + "ended_at": "2026-05-04T08:16:37.518706+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_d8744d8dfbf1b087", + "problem_id": "v2p_n11_1fea60dcca7d0cd6", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=2.6449, key_col=22.011.", + "bindings": { + "key_col": "22.011", + "measure_col": "2.6449", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=23", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 23, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_d8744d8dfbf1b087.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8744d8dfbf1b087/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8744d8dfbf1b087/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8744d8dfbf1b087/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..033a4ffb2ea77a811be8618640a314c3d16a15ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7351, "bytes_utf8": 7351, "lines": 232, "estimated_tokens": 2392}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 462, "bytes_utf8": 462, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22481, "cached_input_tokens": 21888, "output_tokens": 203}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e637bd450ed4d55a097022abcd82fbb0f0233c9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d8bd83dd0a7c95cc", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 203, + "total_tokens": 22684, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2522, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12846.4, + "sql_execution_elapsed_ms_total": 10.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_d8bd83dd0a7c95cc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6ce77b414051113219b9841b6f119f8554f679f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:09:29.880310+00:00", + "ended_at": "2026-05-04T08:09:42.725975+00:00", + "elapsed_ms": 12846.4, + "prompt_metrics": { + "chars": 7351, + "bytes_utf8": 7351, + "lines": 232, + "estimated_tokens": 2392 + }, + "stdout_metrics": { + "chars": 796, + "bytes_utf8": 796, + "lines": 4, + "estimated_tokens": 243 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13229 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 462, + "bytes_utf8": 462, + "lines": 1, + "estimated_tokens": 130 + }, + "usage": { + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 203 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..33d38eb64aea20437efb08bc69031ffb86e144e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "predicate_col": "81.8828", + "predicate_op": ">=", + "predicate_value": 240.56455, + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7965ae8f868c4c6815531de29f68e7173bd62f6b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-02b0-71f3-ad1c-72956fd68d58"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"81.8828\\\" AS REAL) >= 240.56455\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the required Top-k Group Sum with Filter template with group_col=\\\"g\\\", measure_col=\\\"0.1982\\\", and predicate_col=\\\"81.8828\\\". Cast the TEXT-typed numeric fields to REAL for SQLite-compatible filtering and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22481,"cached_input_tokens":21888,"output_tokens":203}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3e1fde8fd02b80a05b398bcb8de2eb38501e744 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"0.1982\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"81.8828\" AS REAL) >= 240.56455\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 19;","notes":"Used the required Top-k Group Sum with Filter template with group_col=\"g\", measure_col=\"0.1982\", and predicate_col=\"81.8828\". Cast the TEXT-typed numeric fields to REAL for SQLite-compatible filtering and aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cea612b5e41305fc894d27abef27c05de0e5c27a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:30.113851Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:32.596331Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:41.745394Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cedf83c8f8b6330b020dcd373cfbb3dbbe05cb2c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982. +Result preview: [{"g": "g", "total_measure": 414.2962}, {"g": "h", "total_measure": 316.5413}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c1c587f9cbe75efae71cf2844e98f9db4a051fe6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_d8bd83dd0a7c95cc +-- problem_id: v2p_n11_56b8a9fa841eea32 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.1982" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("81.8828" AS REAL) >= 240.56455 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1d0e76664b7990a7a06688343cab3d0dd7c3f1f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"0.1982\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"81.8828\" AS REAL) >= 240.56455\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"81.8828\\\" AS REAL) >= 240.56455\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 414.2962}, {\"g\": \"h\", \"total_measure\": 316.5413}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.37}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7acb7b9a2b37286d3232703586fa18c78f455f63 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:09:29.876356+00:00", + "ended_at": "2026-05-04T08:09:42.763410+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_d8bd83dd0a7c95cc", + "problem_id": "v2p_n11_56b8a9fa841eea32", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "predicate_col": "81.8828", + "predicate_op": ">=", + "predicate_value": 240.56455, + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=104" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_d8bd83dd0a7c95cc.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d8bd83dd0a7c95cc", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 203, + "total_tokens": 22684, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2522, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12846.4, + "sql_execution_elapsed_ms_total": 10.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_d8bd83dd0a7c95cc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8678faff72003c74bc98ed91d1275ec855e0c8dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:42.744018+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12846.4, "started_at": "2026-05-04T08:09:29.880310+00:00", "ended_at": "2026-05-04T08:09:42.725975+00:00", "prompt_metrics": {"chars": 7351, "bytes_utf8": 7351, "lines": 232, "estimated_tokens": 2392}, "response_metrics": {"chars": 462, "bytes_utf8": 462, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22481, "cached_input_tokens": 21888, "output_tokens": 203}, "stderr_preview": "2026-05-04T08:09:30.113851Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:32.596331Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 240.56455\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the required Top-k Group Sum with Filter template with group_col=\\\"g\\\", measure_col=\\\"0.1982\\\", and predicate_col=\\\"81.8828\\\". Cast the TEXT-typed numeric fields to REAL for SQLite-compatible filtering and aggregation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c28e9fcd2251838d5b4c35275df793755a75b286 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_d8bd83dd0a7c95cc/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d8bd83dd0a7c95cc", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 203, + "total_tokens": 22684, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2522, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12846.4, + "sql_execution_elapsed_ms_total": 10.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_d8bd83dd0a7c95cc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5dd49984d80eeb5a9d84a85602f91c238c5a620b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7250, "bytes_utf8": 7250, "lines": 226, "estimated_tokens": 2363}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 493, "bytes_utf8": 493, "lines": 1, "estimated_tokens": 140}, "usage": {"input_tokens": 22454, "cached_input_tokens": 3456, "output_tokens": 204}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..49bca73f38e743451abf1e4eb395a7f143138c67 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_db811986e9c1b3b0", + "api_calls": 0, + "input_tokens": 22454, + "cached_input_tokens": 3456, + "output_tokens": 204, + "total_tokens": 22658, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2363, + "estimated_output_tokens": 140, + "estimated_total_tokens": 2503, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 38222.82, + "sql_execution_elapsed_ms_total": 51.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_db811986e9c1b3b0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e4a929a6edf955740a6f42326c26848e5450e463 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:13:40.036397+00:00", + "ended_at": "2026-05-04T08:14:18.256937+00:00", + "elapsed_ms": 38222.82, + "prompt_metrics": { + "chars": 7250, + "bytes_utf8": 7250, + "lines": 226, + "estimated_tokens": 2363 + }, + "stdout_metrics": { + "chars": 821, + "bytes_utf8": 821, + "lines": 4, + "estimated_tokens": 250 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13218 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 493, + "bytes_utf8": 493, + "lines": 1, + "estimated_tokens": 140 + }, + "usage": { + "input_tokens": 22454, + "cached_input_tokens": 3456, + "output_tokens": 204 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d63842522cd5041e3526c352912b861b84321b36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.1982.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "0.1982", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..53716037a46ae7062da63426a7722ddbc3882538 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-d3c7-7f50-8ee3-bfb220aa02be"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"0.1982\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"0.1982\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"0.1982\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"0.1982\\\" AS REAL) DESC;\",\"notes\":\"Used the requested Quantile Tail Slice template with measure_col bound to \\\"0.1982\\\" and num_tiles=10. Cast to REAL for correct numeric ordering because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22454,"cached_input_tokens":3456,"output_tokens":204}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4aba5e5555b8ea0308ae29c6a3d58bcc150afb64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"0.1982\",\n NTILE(10) OVER (ORDER BY CAST(\"0.1982\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"0.1982\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"0.1982\" AS REAL) DESC;","notes":"Used the requested Quantile Tail Slice template with measure_col bound to \"0.1982\" and num_tiles=10. Cast to REAL for correct numeric ordering because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d14a7d6f3c46d37fb2e8204417e495993c6fe69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:13:40.230980Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:13:45.639410Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:14:12.826365Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..872cd1c3fec6610ebc94f74353593637de4290e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.1982. +Result preview: [{"0.1982": "0.6752"}, {"0.1982": "0.674"}, {"0.1982": "0.643"}, {"0.1982": "0.637"}, {"0.1982": "0.6296"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b73be0072dd6797a8f440b70c439e2dfe75bb21 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_db811986e9c1b3b0 +-- problem_id: v2p_n11_58d6aa99734b753f +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "0.1982", + NTILE(10) OVER (ORDER BY CAST("0.1982" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "0.1982" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("0.1982" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6f7c9543e62bf6d425ee1493d9b187edb8fc9def --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"0.1982\",\n NTILE(10) OVER (ORDER BY CAST(\"0.1982\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"0.1982\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"0.1982\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"0.1982\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"0.1982\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"0.1982\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"0.1982\\\" AS REAL) DESC;\", \"columns\": [\"0.1982\"], \"rows\": [{\"0.1982\": \"0.6752\"}, {\"0.1982\": \"0.674\"}, {\"0.1982\": \"0.643\"}, {\"0.1982\": \"0.637\"}, {\"0.1982\": \"0.6296\"}, {\"0.1982\": \"0.6283\"}, {\"0.1982\": \"0.6264\"}, {\"0.1982\": \"0.6242\"}, {\"0.1982\": \"0.6224\"}, {\"0.1982\": \"0.6204\"}, {\"0.1982\": \"0.619\"}, {\"0.1982\": \"0.6184\"}, {\"0.1982\": \"0.618\"}, {\"0.1982\": \"0.6174\"}, {\"0.1982\": \"0.6172\"}, {\"0.1982\": \"0.6172\"}, {\"0.1982\": \"0.6159\"}, {\"0.1982\": \"0.6158\"}, {\"0.1982\": \"0.615\"}, {\"0.1982\": \"0.614\"}, {\"0.1982\": \"0.6139\"}, {\"0.1982\": \"0.6098\"}, {\"0.1982\": \"0.6088\"}, {\"0.1982\": \"0.6074\"}, {\"0.1982\": \"0.6065\"}, {\"0.1982\": \"0.6051\"}, {\"0.1982\": \"0.6045\"}, {\"0.1982\": \"0.6005\"}, {\"0.1982\": \"0.5951\"}, {\"0.1982\": \"0.5951\"}, {\"0.1982\": \"0.5897\"}, {\"0.1982\": \"0.5889\"}, {\"0.1982\": \"0.5878\"}, {\"0.1982\": \"0.5875\"}, {\"0.1982\": \"0.5868\"}, {\"0.1982\": \"0.5866\"}, {\"0.1982\": \"0.5853\"}, {\"0.1982\": \"0.5818\"}, {\"0.1982\": \"0.581\"}, {\"0.1982\": \"0.5786\"}, {\"0.1982\": \"0.5779\"}, {\"0.1982\": \"0.5774\"}, {\"0.1982\": \"0.5761\"}, {\"0.1982\": \"0.5733\"}, {\"0.1982\": \"0.5729\"}, {\"0.1982\": \"0.5726\"}, {\"0.1982\": \"0.5726\"}, {\"0.1982\": \"0.5723\"}, {\"0.1982\": \"0.5718\"}, {\"0.1982\": \"0.571\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 51.6}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fd996a33b2fb2b802b3fa4f700dc51b0454dad5c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:13:40.031559+00:00", + "ended_at": "2026-05-04T08:14:18.340324+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_db811986e9c1b3b0", + "problem_id": "v2p_n11_58d6aa99734b753f", + "dataset_id": "n11", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.1982.", + "bindings": { + "measure_col": "0.1982", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=124" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_db811986e9c1b3b0.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_db811986e9c1b3b0", + "api_calls": 0, + "input_tokens": 22454, + "cached_input_tokens": 3456, + "output_tokens": 204, + "total_tokens": 22658, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2363, + "estimated_output_tokens": 140, + "estimated_total_tokens": 2503, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 38222.82, + "sql_execution_elapsed_ms_total": 51.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_db811986e9c1b3b0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a339f9bbbc49de74d1cdfce8ed3c75e8436c09ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_db811986e9c1b3b0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:18.279292+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 38222.82, "started_at": "2026-05-04T08:13:40.036397+00:00", "ended_at": "2026-05-04T08:14:18.256937+00:00", "prompt_metrics": {"chars": 7250, "bytes_utf8": 7250, "lines": 226, "estimated_tokens": 2363}, "response_metrics": {"chars": 493, "bytes_utf8": 493, "lines": 1, "estimated_tokens": 140}, "usage": {"input_tokens": 22454, "cached_input_tokens": 3456, "output_tokens": 204}, "stderr_preview": "2026-05-04T08:13:40.230980Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:13:45.639410Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=2.6449, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ac5060ab443e0f10a9d8e06c0eaba81a0c7b677 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,237 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=2.6449, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH filtered AS (\n SELECT\n \"g\" AS group_col,\n CAST(\"2.6449\" AS REAL) AS measure_val\n FROM \"n11\"\n WHERE \"g\" = 'h'\n AND \"2.6449\" IS NOT NULL\n), ranked AS (\n SELECT\n group_col,\n measure_val,\n ROW_NUMBER() OVER (PARTITION BY group_col ORDER BY measure_val) AS rn,\n COUNT(*) OVER (PARTITION BY group_col) AS cnt\n FROM filtered\n)\nSELECT\n group_col AS \"g\",\n measure_val AS conditional_percentile\nFROM ranked\nWHERE rn = CAST(CEIL(0.9 * cnt) AS INTEGER)\nORDER BY conditional_percentile DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b555de067c4ec3d77e0743d426d1e94a517354c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fb-1084-7b53-a2d5-da9f3e31bdd5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH filtered AS (\\n SELECT\\n \\\"g\\\" AS group_col,\\n CAST(\\\"2.6449\\\" AS REAL) AS measure_val\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'h'\\n AND \\\"2.6449\\\" IS NOT NULL\\n), ranked AS (\\n SELECT\\n group_col,\\n measure_val,\\n ROW_NUMBER() OVER (PARTITION BY group_col ORDER BY measure_val) AS rn,\\n COUNT(*) OVER (PARTITION BY group_col) AS cnt\\n FROM filtered\\n)\\nSELECT\\n group_col AS \\\"g\\\",\\n measure_val AS conditional_percentile\\nFROM ranked\\nWHERE rn = CAST(CEIL(0.9 * cnt) AS INTEGER)\\nORDER BY conditional_percentile DESC;\",\"notes\":\"SQLite has no PERCENTILE_CONT, so this uses a nearest-rank 90th percentile via window functions. Because group_col and condition_col are both \\\"g\\\" and the filter is \\\"g\\\" = 'h', only the 'h' group can appear.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22509,"cached_input_tokens":21888,"output_tokens":385}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b40b37087fe8e60a15b41d6c1c0561377004e51a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH filtered AS (\n SELECT\n \"g\" AS group_col,\n CAST(\"2.6449\" AS REAL) AS measure_val\n FROM \"n11\"\n WHERE \"g\" = 'h'\n AND \"2.6449\" IS NOT NULL\n), ranked AS (\n SELECT\n group_col,\n measure_val,\n ROW_NUMBER() OVER (PARTITION BY group_col ORDER BY measure_val) AS rn,\n COUNT(*) OVER (PARTITION BY group_col) AS cnt\n FROM filtered\n)\nSELECT\n group_col AS \"g\",\n measure_val AS conditional_percentile\nFROM ranked\nWHERE rn = CAST(CEIL(0.9 * cnt) AS INTEGER)\nORDER BY conditional_percentile DESC;","notes":"SQLite has no PERCENTILE_CONT, so this uses a nearest-rank 90th percentile via window functions. Because group_col and condition_col are both \"g\" and the filter is \"g\" = 'h', only the 'h' group can appear."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..89ef4e2e6f3dd8ed26c9509d73a0d75da10b2c1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fb-518c-7033-b6c6-6a808cdd49f8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH groups AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n), filtered AS (\\n SELECT\\n \\\"g\\\" AS group_col,\\n CAST(\\\"2.6449\\\" AS REAL) AS measure_val\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'h'\\n AND \\\"2.6449\\\" IS NOT NULL\\n), ranked AS (\\n SELECT\\n group_col,\\n measure_val,\\n ROW_NUMBER() OVER (PARTITION BY group_col ORDER BY measure_val) AS rn,\\n COUNT(*) OVER (PARTITION BY group_col) AS cnt\\n FROM filtered\\n), percentile_rows AS (\\n SELECT\\n group_col,\\n measure_val AS conditional_percentile\\n FROM ranked\\n WHERE rn = CAST(((9 * cnt) + 9) / 10 AS INTEGER)\\n)\\nSELECT\\n groups.\\\"g\\\",\\n percentile_rows.conditional_percentile\\nFROM groups\\nLEFT JOIN percentile_rows\\n ON groups.\\\"g\\\" = percentile_rows.group_col\\nORDER BY percentile_rows.conditional_percentile DESC;\",\"notes\":\"Replaced the unsupported CEIL-based percentile rank with SQLite-compatible integer arithmetic for the 0.9 quantile and preserved the template intent by returning all distinct groups with NULL for groups that do not satisfy the filter.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22720,"cached_input_tokens":21888,"output_tokens":516}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..04a9a1196e66e57347c60993008e26445afccee3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH groups AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n), filtered AS (\n SELECT\n \"g\" AS group_col,\n CAST(\"2.6449\" AS REAL) AS measure_val\n FROM \"n11\"\n WHERE \"g\" = 'h'\n AND \"2.6449\" IS NOT NULL\n), ranked AS (\n SELECT\n group_col,\n measure_val,\n ROW_NUMBER() OVER (PARTITION BY group_col ORDER BY measure_val) AS rn,\n COUNT(*) OVER (PARTITION BY group_col) AS cnt\n FROM filtered\n), percentile_rows AS (\n SELECT\n group_col,\n measure_val AS conditional_percentile\n FROM ranked\n WHERE rn = CAST(((9 * cnt) + 9) / 10 AS INTEGER)\n)\nSELECT\n groups.\"g\",\n percentile_rows.conditional_percentile\nFROM groups\nLEFT JOIN percentile_rows\n ON groups.\"g\" = percentile_rows.group_col\nORDER BY percentile_rows.conditional_percentile DESC;","notes":"Replaced the unsupported CEIL-based percentile rank with SQLite-compatible integer arithmetic for the 0.9 quantile and preserved the template intent by returning all distinct groups with NULL for groups that do not satisfy the filter."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2e9a3a9b84a5006a487fefa855ec34b3832d397 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:54:16.165371Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:54:18.481597Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:54:31.852505Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..489781c8a9a80931e991241aca3d2c9324f9c412 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:54:32.839031Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:54:35.402989Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:54:49.758762Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..624ed1358a5be7dbf0504fbed952283966912b3e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=2.6449, condition_col=g. +Result preview: [{"g": "h", "conditional_percentile": 3.549}, {"g": "g", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..622a513a726218260e9a016878bd6fd7dcbbbdd2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_dcc9f5cacb1eb2fa +-- problem_id: v2p_n11_3d469d638d7fa658 +-- realization_mode: agent +-- source_kind: agent +WITH filtered AS ( + SELECT + "g" AS group_col, + CAST("2.6449" AS REAL) AS measure_val + FROM "n11" + WHERE "g" = 'h' + AND "2.6449" IS NOT NULL +), ranked AS ( + SELECT + group_col, + measure_val, + ROW_NUMBER() OVER (PARTITION BY group_col ORDER BY measure_val) AS rn, + COUNT(*) OVER (PARTITION BY group_col) AS cnt + FROM filtered +) +SELECT + group_col AS "g", + measure_val AS conditional_percentile +FROM ranked +WHERE rn = CAST(CEIL(0.9 * cnt) AS INTEGER) +ORDER BY conditional_percentile DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba3d48fab0b6c9083b61db885e33f9f5dfb936a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH groups AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n), filtered AS (\n SELECT\n \"g\" AS group_col,\n CAST(\"2.6449\" AS REAL) AS measure_val\n FROM \"n11\"\n WHERE \"g\" = 'h'\n AND \"2.6449\" IS NOT NULL\n), ranked AS (\n SELECT\n group_col,\n measure_val,\n ROW_NUMBER() OVER (PARTITION BY group_col ORDER BY measure_val) AS rn,\n COUNT(*) OVER (PARTITION BY group_col) AS cnt\n FROM filtered\n), percentile_rows AS (\n SELECT\n group_col,\n measure_val AS conditional_percentile\n FROM ranked\n WHERE rn = CAST(((9 * cnt) + 9) / 10 AS INTEGER)\n)\nSELECT\n groups.\"g\",\n percentile_rows.conditional_percentile\nFROM groups\nLEFT JOIN percentile_rows\n ON groups.\"g\" = percentile_rows.group_col\nORDER BY percentile_rows.conditional_percentile DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH groups AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n), filtered AS (\\n SELECT\\n \\\"g\\\" AS group_col,\\n CAST(\\\"2.6449\\\" AS REAL) AS measure_val\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'h'\\n AND \\\"2.6449\\\" IS NOT NULL\\n), ranked AS (\\n SELECT\\n group_col,\\n measure_val,\\n ROW_NUMBER() OVER (PARTITION BY group_col ORDER BY measure_val) AS rn,\\n COUNT(*) OVER (PARTITION BY group_col) AS cnt\\n FROM filtered\\n), percentile_rows AS (\\n SELECT\\n group_col,\\n measure_val AS conditional_percentile\\n FROM ranked\\n WHERE rn = CAST(((9 * cnt) + 9) / 10 AS INTEGER)\\n)\\nSELECT\\n groups.\\\"g\\\",\\n percentile_rows.conditional_percentile\\nFROM groups\\nLEFT JOIN percentile_rows\\n ON groups.\\\"g\\\" = percentile_rows.group_col\\nORDER BY percentile_rows.conditional_percentile DESC;\", \"columns\": [\"g\", \"conditional_percentile\"], \"rows\": [{\"g\": \"h\", \"conditional_percentile\": 3.549}, {\"g\": \"g\", \"conditional_percentile\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 36.28}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7527f1b2e955517b1dfc9e430a109fb046d278b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:54:15.922611+00:00", + "ended_at": "2026-05-04T07:54:50.402102+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_dcc9f5cacb1eb2fa", + "problem_id": "v2p_n11_3d469d638d7fa658", + "dataset_id": "n11", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=2.6449, condition_col=g.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_dcc9f5cacb1eb2fa.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_dcc9f5cacb1eb2fa", + "api_calls": 0, + "input_tokens": 45229, + "cached_input_tokens": 43776, + "output_tokens": 901, + "total_tokens": 46130, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5047, + "estimated_output_tokens": 529, + "estimated_total_tokens": 5576, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34382.22, + "sql_execution_elapsed_ms_total": 36.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_dcc9f5cacb1eb2fa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f120a9e97d2276af971321f987a9156e8d1ac466 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_dcc9f5cacb1eb2fa/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:54:32.566625+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16615.95, "started_at": "2026-05-04T07:54:15.926902+00:00", "ended_at": "2026-05-04T07:54:32.542683+00:00", "prompt_metrics": {"chars": 7551, "bytes_utf8": 7551, "lines": 233, "estimated_tokens": 2418}, "response_metrics": {"chars": 822, "bytes_utf8": 822, "lines": 1, "estimated_tokens": 237}, "usage": {"input_tokens": 22509, "cached_input_tokens": 21888, "output_tokens": 385}, "stderr_preview": "2026-05-04T07:54:16.165371Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:54:18.481597Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf04d38ae73cfd5805efa392034bf557e33e3d5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ef-28f5-70d3-9324-4e67ff976f61"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the planned template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", using positive_value='g' and negative_value='h'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22600,"cached_input_tokens":21888,"output_tokens":289}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d82ddba7e8fb0793a9406ed82b61a26e0c053fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the planned template with group_col=\"g\" and condition_col=\"g\", using positive_value='g' and negative_value='h'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f17e82ca3e9d9092ea351554865e52b761b2f71 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:41:15.963534Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:41:18.290081Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:41:28.601275Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..486867437eec74260de79f2bfaafd901c8bdc942 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_ratio": 0.0}, {"g": "g", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..35c3e4dd424a27844207b1d491aa5246b710d555 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_df50aa014dc3ffa9 +-- problem_id: v2p_n11_34a81b4621942943 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1adff26f582ffc7639551d88d1948fd0b99bfe40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"g\", \"condition_ratio\"], \"rows\": [{\"g\": \"h\", \"condition_ratio\": 0.0}, {\"g\": \"g\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.18}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2995036daad695576bcd4876df87d19065768f34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:41:15.766481+00:00", + "ended_at": "2026-05-04T07:41:29.254180+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_df50aa014dc3ffa9", + "problem_id": "v2p_n11_34a81b4621942943", + "dataset_id": "n11", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_df50aa014dc3ffa9.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_df50aa014dc3ffa9", + "api_calls": 0, + "input_tokens": 22600, + "cached_input_tokens": 21888, + "output_tokens": 289, + "total_tokens": 22889, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2509, + "estimated_output_tokens": 170, + "estimated_total_tokens": 2679, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13448.31, + "sql_execution_elapsed_ms_total": 10.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_df50aa014dc3ffa9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29f672e2e77a4b213cedaa8005afab9a4a7f0ae6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:41:29.235861+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13448.31, "started_at": "2026-05-04T07:41:15.770968+00:00", "ended_at": "2026-05-04T07:41:29.219043+00:00", "prompt_metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 231, "estimated_tokens": 2509}, "response_metrics": {"chars": 633, "bytes_utf8": 633, "lines": 1, "estimated_tokens": 170}, "usage": {"input_tokens": 22600, "cached_input_tokens": 21888, "output_tokens": 289}, "stderr_preview": "2026-05-04T07:41:15.963534Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:41:18.290081Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e00e199a70822ef6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e00e199a70822ef6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c822689f711a080e0bd6f517b85edf6388b06b0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e00e199a70822ef6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f3-616d-7390-9db6-0096b34568dc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"28.7967\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"28.7967\\\". CAST to REAL is used because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22409,"cached_input_tokens":19840,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e00e199a70822ef6/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e00e199a70822ef6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f230aed1aa576dcb4dc736498fb54c74b35f771f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e00e199a70822ef6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"28.7967\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Window Partition Average template with group_col=\"g\" and measure_col=\"28.7967\". CAST to REAL is used because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e00e199a70822ef6/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e00e199a70822ef6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55fb342e6dc668b32105c8947637f25cf9f76588 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e00e199a70822ef6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:45:52.559053Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:45:56.214307Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:46:04.691002Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e00e199a70822ef6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e00e199a70822ef6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab9d32f52686c601c6069c16d43c4acd802c6542 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e00e199a70822ef6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=28.7967. +Result preview: [{"g": "h", "avg_measure": 70.94350426136363}, {"g": "g", "avg_measure": 43.65574361365664}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e00e199a70822ef6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e00e199a70822ef6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cac563591b3fce826401e25da89fa16478666f7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e00e199a70822ef6/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_e00e199a70822ef6 +-- problem_id: v2p_n11_257b2852912f1ad6 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("28.7967" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e00e199a70822ef6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e00e199a70822ef6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b236ccce3d5275717d995404feecfe60c5d31326 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e00e199a70822ef6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"28.7967\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"28.7967\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 70.94350426136363}, {\"g\": \"g\", \"avg_measure\": 43.65574361365664}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 57.61}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e00e199a70822ef6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e00e199a70822ef6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c25599d57bc9d1bb4edc87d46b9d86b3bbbde43a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e00e199a70822ef6/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:45:52.336079+00:00", + "ended_at": "2026-05-04T07:46:05.951857+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_e00e199a70822ef6", + "problem_id": "v2p_n11_257b2852912f1ad6", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=28.7967.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_e00e199a70822ef6.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e00e199a70822ef6", + "api_calls": 0, + "input_tokens": 22409, + "cached_input_tokens": 19840, + "output_tokens": 115, + "total_tokens": 22524, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2318, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2417, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13523.59, + "sql_execution_elapsed_ms_total": 57.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_e00e199a70822ef6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e00e199a70822ef6/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e00e199a70822ef6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a57537cb49028636fd4c943f4d817841d551836 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e00e199a70822ef6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:46:05.886653+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13523.59, "started_at": "2026-05-04T07:45:52.340643+00:00", "ended_at": "2026-05-04T07:46:05.866858+00:00", "prompt_metrics": {"chars": 7154, "bytes_utf8": 7154, "lines": 228, "estimated_tokens": 2318}, "response_metrics": {"chars": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22409, "cached_input_tokens": 19840, "output_tokens": 115}, "stderr_preview": "2026-05-04T07:45:52.559053Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:45:56.214307Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role focused_target_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_tpch_max_aggregate_winner", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e02603385e7467ac/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e02603385e7467ac/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..00d7f781272934bc5c6712ea5f07acc4c3211499 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e02603385e7467ac/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-4b86-7be1-a01a-0153f6cf8c4f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"g\\\";\",\"notes\":\"Applied the provided Max Aggregate Winner Selection template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22473,"cached_input_tokens":21888,"output_tokens":153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e02603385e7467ac/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e02603385e7467ac/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..088d7c87abe47bcad2c62ea2dacfa26c62914a14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e02603385e7467ac/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"0.1982\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"g\";","notes":"Applied the provided Max Aggregate Winner Selection template with group_col=\"g\" and measure_col=\"0.1982\". Cast the measure column to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e02603385e7467ac/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e02603385e7467ac/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a13b948311423c1db6b9cee2d723f0376815266e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e02603385e7467ac/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:59.804713Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:02.174766Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:11.677691Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e02603385e7467ac/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e02603385e7467ac/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdfb3a53f063531784f2483db81a9623da73eef5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e02603385e7467ac/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role focused_target_view. Focus on group_col=g, measure_col=0.1982. +Result preview: [{"g": "g", "total_measure": 2651.7681}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e02603385e7467ac/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e02603385e7467ac/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..59e25c1f8ff4c64b4e98e0f1a5d5ac49aaf45c57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e02603385e7467ac/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n11_e02603385e7467ac +-- problem_id: v2p_n11_404cde2d4cc263e5 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("0.1982" AS REAL)) AS total_measure + FROM "n11" + GROUP BY "g" +) +SELECT "g", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "g"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e02603385e7467ac/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e02603385e7467ac/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5e19ec1e098d25e4a686e9ece29f31d3ecfab2c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e02603385e7467ac/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"0.1982\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 2651.7681}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.45}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e02603385e7467ac/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e02603385e7467ac/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1ea447410935efe5a259611699398230a14086dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e02603385e7467ac/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:11:59.614848+00:00", + "ended_at": "2026-05-04T08:12:12.541132+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_e02603385e7467ac", + "problem_id": "v2p_n11_404cde2d4cc263e5", + "dataset_id": "n11", + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role focused_target_view. Focus on group_col=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_e02603385e7467ac.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e02603385e7467ac", + "api_calls": 0, + "input_tokens": 22473, + "cached_input_tokens": 21888, + "output_tokens": 153, + "total_tokens": 22626, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2384, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2514, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12875.19, + "sql_execution_elapsed_ms_total": 15.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_e02603385e7467ac\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e02603385e7467ac/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e02603385e7467ac/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..08782ebf76121fc0fed7a1c01122fad8e7b4fcc1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e02603385e7467ac/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:12.517569+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12875.19, "started_at": "2026-05-04T08:11:59.618354+00:00", "ended_at": "2026-05-04T08:12:12.493562+00:00", "prompt_metrics": {"chars": 7389, "bytes_utf8": 7389, "lines": 228, "estimated_tokens": 2384}, "response_metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22473, "cached_input_tokens": 21888, "output_tokens": 153}, "stderr_preview": "2026-05-04T08:11:59.804713Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:02.174766Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e28e74af7ca9a77f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e28e74af7ca9a77f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58a7ceb8d19d3ccde43d0eca23dde4d9ab7fe984 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e28e74af7ca9a77f/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_e28e74af7ca9a77f\n-- problem_id: v2p_n11_5baf937496d61ade\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"28.7967\",\n COUNT(*) AS support,\n AVG(\"16.0021\") AS avg_response\nFROM \"n11\"\nGROUP BY \"28.7967\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_e28e74af7ca9a77f\\n-- problem_id: v2p_n11_5baf937496d61ade\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"28.7967\\\",\\n COUNT(*) AS support,\\n AVG(\\\"16.0021\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"28.7967\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"28.7967\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.41}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e28e74af7ca9a77f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e28e74af7ca9a77f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..89ac672e69714602a16dc93527b985519ed116c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e28e74af7ca9a77f/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:36.856592+00:00", + "ended_at": "2026-05-04T08:16:36.882873+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_e28e74af7ca9a77f", + "problem_id": "v2p_n11_5baf937496d61ade", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=16.0021, key_col=28.7967.", + "bindings": { + "key_col": "28.7967", + "measure_col": "16.0021", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_e28e74af7ca9a77f.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e28e74af7ca9a77f/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e28e74af7ca9a77f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e28e74af7ca9a77f/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5d9b194b0ee5510cc07a6051e85ed5e66de1365d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7303, "bytes_utf8": 7303, "lines": 231, "estimated_tokens": 2361}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 336, "bytes_utf8": 336, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 22452, "cached_input_tokens": 19840, "output_tokens": 149}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6dce4d61025b444b1aae81ea7d404428cca57fe6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e344d1731b87f653", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 149, + "total_tokens": 22601, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 92, + "estimated_total_tokens": 2453, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12258.88, + "sql_execution_elapsed_ms_total": 11.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_e344d1731b87f653\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fb2671f36a01b00fbc7cb5bbead9b0e0a0af7a89 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:38:16.081042+00:00", + "ended_at": "2026-05-04T07:38:28.339679+00:00", + "elapsed_ms": 12258.88, + "prompt_metrics": { + "chars": 7303, + "bytes_utf8": 7303, + "lines": 231, + "estimated_tokens": 2361 + }, + "stdout_metrics": { + "chars": 661, + "bytes_utf8": 661, + "lines": 4, + "estimated_tokens": 197 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13153 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 336, + "bytes_utf8": 336, + "lines": 1, + "estimated_tokens": 92 + }, + "usage": { + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 149 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8b1d5af81c2900fdaa002ed5c692fb32fef5b4c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..12a3dbe9988c8545ce50d2315ed83ff549408d28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ec-6b05-7090-ad78-c841d88ecb4b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", using condition_value='h'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22452,"cached_input_tokens":19840,"output_tokens":149}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8053782da9723cedbfb849e51feed6ef246c8fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\", using condition_value='h'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c64383f9e04cfbf19955a16de832516fe87f54d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:38:16.244417Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:38:18.645746Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:38:27.453483Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4db2bd09c3f4af39d384ae645225d8d1175b3b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_rate": 1.0}, {"g": "g", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7e28afe3d2f641a30564ec5408127ae4e982c822 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_e344d1731b87f653 +-- problem_id: v2p_n11_68875cddcfc25efb +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce4924c43392b9ee5ff1234a0aa85adb62c04a50 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"h\", \"condition_rate\": 1.0}, {\"g\": \"g\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.05}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..22768072f844fd3866ea167677501aa90846cd2f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:38:16.076523+00:00", + "ended_at": "2026-05-04T07:38:28.427224+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_e344d1731b87f653", + "problem_id": "v2p_n11_68875cddcfc25efb", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=0" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_e344d1731b87f653.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e344d1731b87f653", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 149, + "total_tokens": 22601, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 92, + "estimated_total_tokens": 2453, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12258.88, + "sql_execution_elapsed_ms_total": 11.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_e344d1731b87f653\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8727eb849af3d0349ac681c31a7ed53a14049d6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e344d1731b87f653/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:38:28.379872+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12258.88, "started_at": "2026-05-04T07:38:16.081042+00:00", "ended_at": "2026-05-04T07:38:28.339679+00:00", "prompt_metrics": {"chars": 7303, "bytes_utf8": 7303, "lines": 231, "estimated_tokens": 2361}, "response_metrics": {"chars": 336, "bytes_utf8": 336, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 22452, "cached_input_tokens": 19840, "output_tokens": 149}, "stderr_preview": "2026-05-04T07:38:16.244417Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:38:18.645746Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e35c12ba6bf9657c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e35c12ba6bf9657c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f97182e67f87211c3ecc9c147992c3ec13d4a14c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e35c12ba6bf9657c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_e35c12ba6bf9657c\n-- problem_id: v2p_n11_a14e37a15907b7f1\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"16.0021\",\n COUNT(*) AS support,\n AVG(\"2.6449\") AS avg_response\nFROM \"n11\"\nGROUP BY \"16.0021\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_e35c12ba6bf9657c\\n-- problem_id: v2p_n11_a14e37a15907b7f1\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"16.0021\\\",\\n COUNT(*) AS support,\\n AVG(\\\"2.6449\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"16.0021\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"16.0021\", \"support\", \"avg_response\"], \"rows\": [{\"16.0021\": \"0\", \"support\": 98, \"avg_response\": 2.1882744897959183}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 28.28}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e35c12ba6bf9657c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e35c12ba6bf9657c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..507cb025d3c1e0af8107c6503fbbd5f6780fef62 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e35c12ba6bf9657c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:36.971656+00:00", + "ended_at": "2026-05-04T08:16:37.003992+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_e35c12ba6bf9657c", + "problem_id": "v2p_n11_a14e37a15907b7f1", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=2.6449, key_col=16.0021.", + "bindings": { + "key_col": "16.0021", + "measure_col": "2.6449", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_e35c12ba6bf9657c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e35c12ba6bf9657c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e35c12ba6bf9657c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e35c12ba6bf9657c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c6bbe332f5b855d6a8c10074d9b899c774d0ba8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7154, "bytes_utf8": 7154, "lines": 228, "estimated_tokens": 2318}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22409, "cached_input_tokens": 21888, "output_tokens": 170}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e78b6ba19b733edd63d3b66b2c2e06b261f6bba7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e3b29f4efd1bed57", + "api_calls": 0, + "input_tokens": 22409, + "cached_input_tokens": 21888, + "output_tokens": 170, + "total_tokens": 22579, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2318, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2418, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13765.23, + "sql_execution_elapsed_ms_total": 62.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_e3b29f4efd1bed57\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..404d5f3acb80988535df9860c26117faf52a7261 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:44:16.195095+00:00", + "ended_at": "2026-05-04T07:44:29.966442+00:00", + "elapsed_ms": 13765.23, + "prompt_metrics": { + "chars": 7154, + "bytes_utf8": 7154, + "lines": 228, + "estimated_tokens": 2318 + }, + "stdout_metrics": { + "chars": 705, + "bytes_utf8": 705, + "lines": 4, + "estimated_tokens": 207 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13253 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 381, + "bytes_utf8": 381, + "lines": 1, + "estimated_tokens": 100 + }, + "usage": { + "input_tokens": 22409, + "cached_input_tokens": 21888, + "output_tokens": 170 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92bd4c8eef8e7ce3d6874551bec169f44f009eae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.481388, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f79f93a83a3c26ba3a0c7b6b42505ff4bd2f4a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f1-e9e5-7592-a3ea-7f2caf74238a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"-8.2027\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"-8.2027\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22409,"cached_input_tokens":21888,"output_tokens":170}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a33dabbd0cd2bbf2408d8108df1ed64a5f8c69e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"-8.2027\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col=\"g\" and measure_col=\"-8.2027\". Cast the measure column to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4f51bbcf426fd45b0fce9b3fdf46b8bb395371c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:44:16.449718Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:44:19.203572Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:44:28.225599Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..caff04c4d761611532143e0827b2b15384e6fdff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027. +Result preview: [{"g": "h", "avg_measure": 0.3582453349282297}, {"g": "g", "avg_measure": 0.1915534506528262}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7dab438d6cc94e42579cb192d87e40d41b8e7ece --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_e3b29f4efd1bed57 +-- problem_id: v2p_n11_ec67087fee55b603 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("-8.2027" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..306645f5685c3ba87e1016887de7b97c1e5f94c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"-8.2027\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"-8.2027\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 0.3582453349282297}, {\"g\": \"g\", \"avg_measure\": 0.1915534506528262}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 62.37}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..78bb3fbd49a16d23d9ca4952afd252c0bb6021fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:44:16.187202+00:00", + "ended_at": "2026-05-04T07:44:30.099564+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_e3b29f4efd1bed57", + "problem_id": "v2p_n11_ec67087fee55b603", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.481388, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_e3b29f4efd1bed57.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e3b29f4efd1bed57", + "api_calls": 0, + "input_tokens": 22409, + "cached_input_tokens": 21888, + "output_tokens": 170, + "total_tokens": 22579, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2318, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2418, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13765.23, + "sql_execution_elapsed_ms_total": 62.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_e3b29f4efd1bed57\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8e37eb5064703798903f60d57181e7f091bce95 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:44:30.003665+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13765.23, "started_at": "2026-05-04T07:44:16.195095+00:00", "ended_at": "2026-05-04T07:44:29.966442+00:00", "prompt_metrics": {"chars": 7154, "bytes_utf8": 7154, "lines": 228, "estimated_tokens": 2318}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22409, "cached_input_tokens": 21888, "output_tokens": 170}, "stderr_preview": "2026-05-04T07:44:16.449718Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:44:19.203572Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3db97ca969731fe/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3db97ca969731fe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf82c6ae3858ccc8eb4f154e9cca6acd6f359f8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3db97ca969731fe/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_e3db97ca969731fe\n-- problem_id: v2p_n11_193c949aee11a50b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"-8.2027\",\n COUNT(*) AS support,\n AVG(\"28.7967\") AS avg_response\nFROM \"n11\"\nGROUP BY \"-8.2027\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_e3db97ca969731fe\\n-- problem_id: v2p_n11_193c949aee11a50b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"-8.2027\\\",\\n COUNT(*) AS support,\\n AVG(\\\"28.7967\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"-8.2027\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"-8.2027\", \"support\", \"avg_response\"], \"rows\": [{\"-8.2027\": \"0\", \"support\": 59, \"avg_response\": 22.176513559322032}, {\"-8.2027\": \"-0.0001\", \"support\": 24, \"avg_response\": 24.50753333333333}, {\"-8.2027\": \"0.0001\", \"support\": 18, \"avg_response\": 24.361344444444445}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.62}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3db97ca969731fe/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3db97ca969731fe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..38d29ec994eace70daeba19bafce1482034246a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3db97ca969731fe/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.551030+00:00", + "ended_at": "2026-05-04T08:16:37.577139+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_e3db97ca969731fe", + "problem_id": "v2p_n11_193c949aee11a50b", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=28.7967, key_col=-8.2027.", + "bindings": { + "key_col": "-8.2027", + "measure_col": "28.7967", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=25", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 25, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_e3db97ca969731fe.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3db97ca969731fe/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3db97ca969731fe/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e3db97ca969731fe/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f24638ecd5f123502db4dbbf7f7ae6b049d4a678 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7547, "bytes_utf8": 7547, "lines": 233, "estimated_tokens": 2417}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 871, "bytes_utf8": 871, "lines": 1, "estimated_tokens": 259}, "usage": {"input_tokens": 22508, "cached_input_tokens": 21888, "output_tokens": 437}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7d1823f788981a294a5449863df71df0be2be3ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e4ecd337d45a1eac", + "api_calls": 0, + "input_tokens": 22508, + "cached_input_tokens": 21888, + "output_tokens": 437, + "total_tokens": 22945, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2417, + "estimated_output_tokens": 259, + "estimated_total_tokens": 2676, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16029.89, + "sql_execution_elapsed_ms_total": 63.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_e4ecd337d45a1eac\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1f7d73db9fdd589b5930f4bdf9e84706fa4acf8f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:54:50.409002+00:00", + "ended_at": "2026-05-04T07:55:06.439160+00:00", + "elapsed_ms": 16029.89, + "prompt_metrics": { + "chars": 7547, + "bytes_utf8": 7547, + "lines": 233, + "estimated_tokens": 2417 + }, + "stdout_metrics": { + "chars": 1292, + "bytes_utf8": 1292, + "lines": 4, + "estimated_tokens": 425 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13182 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 871, + "bytes_utf8": 871, + "lines": 1, + "estimated_tokens": 259 + }, + "usage": { + "input_tokens": 22508, + "cached_input_tokens": 21888, + "output_tokens": 437 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..974eecf732e85bbc260635dd3c8a32ff3fae2801 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,233 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.3918, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..20e4aa7b5f072e755d3f97e181ce9670f583d15f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fb-9723-7ed0-9a6a-28e0086a08a4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"0.3918\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_col\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"g\\\",\\n MIN(\\\"measure_col\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((\\\"cnt\\\" * 0.9) + 0.999999 AS INT)\\nGROUP BY \\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported PERCENTILE_CONT with a SQLite-compatible window-function approximation of the 0.9 quantile, using CAST(\\\"0.3918\\\" AS REAL) because the column is stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22508,"cached_input_tokens":21888,"output_tokens":437}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ecad98e4f5e6a61116e65fc7a67a3489e5a3ab2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"0.3918\" AS REAL) AS \"measure_col\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n), \"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_col\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"group_col\" AS \"g\",\n MIN(\"measure_col\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((\"cnt\" * 0.9) + 0.999999 AS INT)\nGROUP BY \"group_col\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported PERCENTILE_CONT with a SQLite-compatible window-function approximation of the 0.9 quantile, using CAST(\"0.3918\" AS REAL) because the column is stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41d959e5288cdf400374fd66813280cc3d997311 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:54:50.593567Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:54:53.352851Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:55:05.789130Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4231828ef97caa4fa0c465027df87f27b721fb29 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.3918, condition_col=g. +Result preview: [{"g": "g", "conditional_percentile": 0.6548}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bbf654ceec5e107da68816169e709c22bec12a1f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_e4ecd337d45a1eac +-- problem_id: v2p_n11_73c8f170c9244948 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "g" AS "group_col", + CAST("0.3918" AS REAL) AS "measure_col" + FROM "n11" + WHERE "g" = 'g' +), "ranked" AS ( + SELECT + "group_col", + "measure_col", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_col") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +) +SELECT + "group_col" AS "g", + MIN("measure_col") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST(("cnt" * 0.9) + 0.999999 AS INT) +GROUP BY "group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d0ac065de96c746c1024c33b08069d9df289531a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"0.3918\" AS REAL) AS \"measure_col\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n), \"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_col\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"group_col\" AS \"g\",\n MIN(\"measure_col\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((\"cnt\" * 0.9) + 0.999999 AS INT)\nGROUP BY \"group_col\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"0.3918\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_col\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"g\\\",\\n MIN(\\\"measure_col\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((\\\"cnt\\\" * 0.9) + 0.999999 AS INT)\\nGROUP BY \\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"g\", \"conditional_percentile\"], \"rows\": [{\"g\": \"g\", \"conditional_percentile\": 0.6548}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 63.09}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..227889137bfbf35e3076ceb02f405fc82d302cc4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:54:50.404657+00:00", + "ended_at": "2026-05-04T07:55:06.532730+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_e4ecd337d45a1eac", + "problem_id": "v2p_n11_73c8f170c9244948", + "dataset_id": "n11", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.3918, condition_col=g.", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=63" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_e4ecd337d45a1eac.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e4ecd337d45a1eac", + "api_calls": 0, + "input_tokens": 22508, + "cached_input_tokens": 21888, + "output_tokens": 437, + "total_tokens": 22945, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2417, + "estimated_output_tokens": 259, + "estimated_total_tokens": 2676, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16029.89, + "sql_execution_elapsed_ms_total": 63.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_e4ecd337d45a1eac\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0ef160480713b78d45bf8785d1c7126c27cc093a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:55:06.462418+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16029.89, "started_at": "2026-05-04T07:54:50.409002+00:00", "ended_at": "2026-05-04T07:55:06.439160+00:00", "prompt_metrics": {"chars": 7547, "bytes_utf8": 7547, "lines": 233, "estimated_tokens": 2417}, "response_metrics": {"chars": 871, "bytes_utf8": 871, "lines": 1, "estimated_tokens": 259}, "usage": {"input_tokens": 22508, "cached_input_tokens": 21888, "output_tokens": 437}, "stderr_preview": "2026-05-04T07:54:50.593567Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:54:53.352851Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((\\\"cnt\\\" * 0.9) + 0.999999 AS INT)\\nGROUP BY \\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported PERCENTILE_CONT with a SQLite-compatible window-function approximation of the 0.9 quantile, using CAST(\\\"0.3918\\\" AS REAL) because the column is stored as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..90ba521d088292848cff550ea7f3582d7105322a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e4ecd337d45a1eac/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e4ecd337d45a1eac", + "api_calls": 0, + "input_tokens": 22508, + "cached_input_tokens": 21888, + "output_tokens": 437, + "total_tokens": 22945, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2417, + "estimated_output_tokens": 259, + "estimated_total_tokens": 2676, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16029.89, + "sql_execution_elapsed_ms_total": 63.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_e4ecd337d45a1eac\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..596838a845f662c449214882306d59006e36dd5c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7388, "bytes_utf8": 7388, "lines": 228, "estimated_tokens": 2384}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 502, "bytes_utf8": 502, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22473, "cached_input_tokens": 21888, "output_tokens": 156}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2d9fcb339919308d4d207270221015944818e27c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e944f042677037e1", + "api_calls": 0, + "input_tokens": 22473, + "cached_input_tokens": 21888, + "output_tokens": 156, + "total_tokens": 22629, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2384, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2518, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12297.55, + "sql_execution_elapsed_ms_total": 13.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_e944f042677037e1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..191561093ee7f30c653b2d2519956c75559ba629 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:12:12.548082+00:00", + "ended_at": "2026-05-04T08:12:24.845494+00:00", + "elapsed_ms": 12297.55, + "prompt_metrics": { + "chars": 7388, + "bytes_utf8": 7388, + "lines": 228, + "estimated_tokens": 2384 + }, + "stdout_metrics": { + "chars": 843, + "bytes_utf8": 843, + "lines": 4, + "estimated_tokens": 252 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13207 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 502, + "bytes_utf8": 502, + "lines": 1, + "estimated_tokens": 134 + }, + "usage": { + "input_tokens": 22473, + "cached_input_tokens": 21888, + "output_tokens": 156 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bd2eb019747e3097fb21cd1da8fc65b96dde4c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_tpch_max_aggregate_winner", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5adee6d6560ec3ec3361dca43effc321d364642c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-7e07-73a2-94df-466a1eaffae4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"g\\\";\",\"notes\":\"Applied the provided Max Aggregate Winner Selection template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". Cast \\\"0.1982\\\" from TEXT to REAL for correct numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22473,"cached_input_tokens":21888,"output_tokens":156}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfe072b9096aaef29db1a31e00342d3b122afdfc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"0.1982\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"g\";","notes":"Applied the provided Max Aggregate Winner Selection template with group_col=\"g\" and measure_col=\"0.1982\". Cast \"0.1982\" from TEXT to REAL for correct numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e23c3e51cb061906cc448e1246a250b42b2ee763 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:12.740195Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:15.174575Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:24.145206Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..752e360e889371f85ea6901bb8df36039e2a5ebb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.1982. +Result preview: [{"g": "g", "total_measure": 2651.7681}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d031d8ce8f849fbbf4e7efc8589614fd3961e112 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n11_e944f042677037e1 +-- problem_id: v2p_n11_132ceb5c6f2d27e2 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("0.1982" AS REAL)) AS total_measure + FROM "n11" + GROUP BY "g" +) +SELECT "g", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "g"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3338036a15f639186a9ae512d5d552d1a0a3e764 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"0.1982\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 2651.7681}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.83}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..98842ac19c30ec1cb84b137be4e6c88a3811382c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:12:12.543925+00:00", + "ended_at": "2026-05-04T08:12:24.885033+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_e944f042677037e1", + "problem_id": "v2p_n11_132ceb5c6f2d27e2", + "dataset_id": "n11", + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_e944f042677037e1.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e944f042677037e1", + "api_calls": 0, + "input_tokens": 22473, + "cached_input_tokens": 21888, + "output_tokens": 156, + "total_tokens": 22629, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2384, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2518, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12297.55, + "sql_execution_elapsed_ms_total": 13.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_e944f042677037e1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a39c1bd6da85f184289586cc511bbc37714286ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_e944f042677037e1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:24.863339+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12297.55, "started_at": "2026-05-04T08:12:12.548082+00:00", "ended_at": "2026-05-04T08:12:24.845494+00:00", "prompt_metrics": {"chars": 7388, "bytes_utf8": 7388, "lines": 228, "estimated_tokens": 2384}, "response_metrics": {"chars": 502, "bytes_utf8": 502, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22473, "cached_input_tokens": 21888, "output_tokens": 156}, "stderr_preview": "2026-05-04T08:12:12.740195Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:15.174575Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=16.0021.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "16.0021", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..22679a656ddb937c8e1c8fe9577e662828f71404 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-1694-70c3-b983-74aef0477701"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"16.0021\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"16.0021\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"16.0021\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"16.0021\\\" AS REAL) DESC;\",\"notes\":\"Used the provided Quantile Tail Slice template with measure_col bound to \\\"16.0021\\\" and num_tiles=10. CAST to REAL is applied because the schema stores this numeric measure as TEXT, and numeric ordering is required for a valid tail slice.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22454,"cached_input_tokens":21888,"output_tokens":235}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b63bd97c794d5da34077efd863c3f8ed156a1a6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"16.0021\",\n NTILE(10) OVER (ORDER BY CAST(\"16.0021\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"16.0021\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"16.0021\" AS REAL) DESC;","notes":"Used the provided Quantile Tail Slice template with measure_col bound to \"16.0021\" and num_tiles=10. CAST to REAL is applied because the schema stores this numeric measure as TEXT, and numeric ordering is required for a valid tail slice."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b02b4dccff376e8bb1bf0b8392daa506d3dedf8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:51.788337Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:54.198378Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:13:05.599637Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ea99fae6ec12fe98/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ea99fae6ec12fe98/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..daa6ac5d3cd89f5022a294f81356639b5d21fb2a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ea99fae6ec12fe98/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=16.0021. +Result preview: [{"16.0021": "256.382"}, {"16.0021": "228.0385"}, {"16.0021": "220.5144"}, {"16.0021": "201.364"}, {"16.0021": "190.5432"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ea99fae6ec12fe98/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ea99fae6ec12fe98/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f662183f9024670443382f2554993e649efc17a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ea99fae6ec12fe98/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_ea99fae6ec12fe98 +-- problem_id: v2p_n11_068bb10a962fb7be +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "16.0021", + NTILE(10) OVER (ORDER BY CAST("16.0021" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "16.0021" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("16.0021" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ea99fae6ec12fe98/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ea99fae6ec12fe98/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4334191ce2f6d1837773d5fd90fee69e3dd89299 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ea99fae6ec12fe98/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"16.0021\",\n NTILE(10) OVER (ORDER BY CAST(\"16.0021\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"16.0021\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"16.0021\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"16.0021\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"16.0021\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"16.0021\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"16.0021\\\" AS REAL) DESC;\", \"columns\": [\"16.0021\"], \"rows\": [{\"16.0021\": \"256.382\"}, {\"16.0021\": \"228.0385\"}, {\"16.0021\": \"220.5144\"}, {\"16.0021\": \"201.364\"}, {\"16.0021\": \"190.5432\"}, {\"16.0021\": \"190.139\"}, {\"16.0021\": \"188.8866\"}, {\"16.0021\": \"186.928\"}, {\"16.0021\": \"179.2924\"}, {\"16.0021\": \"177.782\"}, {\"16.0021\": \"176.335\"}, {\"16.0021\": \"172.926\"}, {\"16.0021\": \"171.9848\"}, {\"16.0021\": \"170.862\"}, {\"16.0021\": \"170.2863\"}, {\"16.0021\": \"169.6876\"}, {\"16.0021\": \"165.886\"}, {\"16.0021\": \"161.845\"}, {\"16.0021\": \"161.099\"}, {\"16.0021\": \"160.8347\"}, {\"16.0021\": \"160.324\"}, {\"16.0021\": \"159.8219\"}, {\"16.0021\": \"159.209\"}, {\"16.0021\": \"158.705\"}, {\"16.0021\": \"157.2832\"}, {\"16.0021\": \"155.194\"}, {\"16.0021\": \"154.4648\"}, {\"16.0021\": \"153.0741\"}, {\"16.0021\": \"151.703\"}, {\"16.0021\": \"149.152\"}, {\"16.0021\": \"148.59\"}, {\"16.0021\": \"148.5661\"}, {\"16.0021\": \"148.141\"}, {\"16.0021\": \"146.529\"}, {\"16.0021\": \"145.9831\"}, {\"16.0021\": \"145.8588\"}, {\"16.0021\": \"145.783\"}, {\"16.0021\": \"145.5639\"}, {\"16.0021\": \"145.3262\"}, {\"16.0021\": \"145.251\"}, {\"16.0021\": \"143.465\"}, {\"16.0021\": \"142.4835\"}, {\"16.0021\": \"142.458\"}, {\"16.0021\": \"140.2\"}, {\"16.0021\": \"139.436\"}, {\"16.0021\": \"138.8445\"}, {\"16.0021\": \"137.2039\"}, {\"16.0021\": \"137.1439\"}, {\"16.0021\": \"136.9041\"}, {\"16.0021\": \"136.723\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 56.51}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ea99fae6ec12fe98/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ea99fae6ec12fe98/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..92934ea523836a75d78f6a5f5a7146eec2c857b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ea99fae6ec12fe98/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:12:51.596852+00:00", + "ended_at": "2026-05-04T08:13:06.870102+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_ea99fae6ec12fe98", + "problem_id": "v2p_n11_068bb10a962fb7be", + "dataset_id": "n11", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=16.0021.", + "bindings": { + "measure_col": "16.0021", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=121" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_ea99fae6ec12fe98.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ea99fae6ec12fe98", + "api_calls": 0, + "input_tokens": 22454, + "cached_input_tokens": 21888, + "output_tokens": 235, + "total_tokens": 22689, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2363, + "estimated_output_tokens": 151, + "estimated_total_tokens": 2514, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15170.77, + "sql_execution_elapsed_ms_total": 56.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_ea99fae6ec12fe98\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ea99fae6ec12fe98/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ea99fae6ec12fe98/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98647cdcd3fbe78be34cf9858f55b70719f4c720 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ea99fae6ec12fe98/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:13:06.806359+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15170.77, "started_at": "2026-05-04T08:12:51.601321+00:00", "ended_at": "2026-05-04T08:13:06.771976+00:00", "prompt_metrics": {"chars": 7252, "bytes_utf8": 7252, "lines": 226, "estimated_tokens": 2363}, "response_metrics": {"chars": 550, "bytes_utf8": 550, "lines": 1, "estimated_tokens": 151}, "usage": {"input_tokens": 22454, "cached_input_tokens": 21888, "output_tokens": 235}, "stderr_preview": "2026-05-04T08:12:51.788337Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:54.198378Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb63c9a2e62d7b4e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb63c9a2e62d7b4e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e54957e8ac6d2c0135608303fbb9d1c0c6f8643 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb63c9a2e62d7b4e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_eb63c9a2e62d7b4e\n-- problem_id: v2p_n11_9ca9a25f5a311e9e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"27.7004\",\n COUNT(*) AS support,\n AVG(\"0.3918\") AS avg_response\nFROM \"n11\"\nGROUP BY \"27.7004\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_eb63c9a2e62d7b4e\\n-- problem_id: v2p_n11_9ca9a25f5a311e9e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"27.7004\\\",\\n COUNT(*) AS support,\\n AVG(\\\"0.3918\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"27.7004\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"27.7004\", \"support\", \"avg_response\"], \"rows\": [{\"27.7004\": \"0\", \"support\": 41, \"avg_response\": 0.715639024390244}, {\"27.7004\": \"-0.0001\", \"support\": 7, \"avg_response\": 0.7054}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.92}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb63c9a2e62d7b4e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb63c9a2e62d7b4e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dc835ae438e471607f06bf9b9c911ee0da8a6af8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb63c9a2e62d7b4e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.410856+00:00", + "ended_at": "2026-05-04T08:16:37.436827+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_eb63c9a2e62d7b4e", + "problem_id": "v2p_n11_9ca9a25f5a311e9e", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=0.3918, key_col=27.7004.", + "bindings": { + "key_col": "27.7004", + "measure_col": "0.3918", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=20", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 20, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_eb63c9a2e62d7b4e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb63c9a2e62d7b4e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb63c9a2e62d7b4e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb63c9a2e62d7b4e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6e94bec370e9f51dc41a2120d24bb6cb88361512 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7151, "bytes_utf8": 7151, "lines": 228, "estimated_tokens": 2317}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 22408, "cached_input_tokens": 21888, "output_tokens": 148}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..94b7e57aa6aeca6ffc06a2558f39997b27e40166 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_eb79dfdbe92d002c", + "api_calls": 0, + "input_tokens": 22408, + "cached_input_tokens": 21888, + "output_tokens": 148, + "total_tokens": 22556, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2317, + "estimated_output_tokens": 93, + "estimated_total_tokens": 2410, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21461.79, + "sql_execution_elapsed_ms_total": 74.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_eb79dfdbe92d002c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..43a49973a31ae47133c6fd8bd0b79dde94c77589 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:44:30.115287+00:00", + "ended_at": "2026-05-04T07:44:51.580895+00:00", + "elapsed_ms": 21461.79, + "prompt_metrics": { + "chars": 7151, + "bytes_utf8": 7151, + "lines": 228, + "estimated_tokens": 2317 + }, + "stdout_metrics": { + "chars": 683, + "bytes_utf8": 683, + "lines": 4, + "estimated_tokens": 199 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13218 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 359, + "bytes_utf8": 359, + "lines": 1, + "estimated_tokens": 93 + }, + "usage": { + "input_tokens": 22408, + "cached_input_tokens": 21888, + "output_tokens": 148 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e7cc7552c940a762f17c13cc45973d495669b3b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..71afd7a21eae094f1c0b368db90797f6692ee334 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f2-2086-7663-8214-d61283d4d3cb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"40.092\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"40.092\\\"; cast measure to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22408,"cached_input_tokens":21888,"output_tokens":148}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d4b5616da31d76f1c978c9421c605e7b5c58e8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"40.092\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Used the Window Partition Average template with group_col=\"g\" and measure_col=\"40.092\"; cast measure to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..abaf91e584c7a3f36ff40f363f50f49a5b454c0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:44:30.682080Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:44:35.311698Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:44:50.170808Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..31551ee89a7e3912a74672aad997ed0db25caa05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=40.092. +Result preview: [{"g": "h", "avg_measure": 43.985233208732055}, {"g": "g", "avg_measure": 18.78258124239721}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..176c254a11cec7a4cb0c07d3926e8c45e8949fef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_eb79dfdbe92d002c +-- problem_id: v2p_n11_6021bab8890977eb +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("40.092" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2616632c0c2c231ecfa370324101205b5d1c62d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"40.092\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"40.092\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 43.985233208732055}, {\"g\": \"g\", \"avg_measure\": 18.78258124239721}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 74.3}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2df5b1c9c09da9d00c78e03f765f983cc58568d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:44:30.099564+00:00", + "ended_at": "2026-05-04T07:44:51.682947+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_eb79dfdbe92d002c", + "problem_id": "v2p_n11_6021bab8890977eb", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=40.092.", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_eb79dfdbe92d002c.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_eb79dfdbe92d002c", + "api_calls": 0, + "input_tokens": 22408, + "cached_input_tokens": 21888, + "output_tokens": 148, + "total_tokens": 22556, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2317, + "estimated_output_tokens": 93, + "estimated_total_tokens": 2410, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21461.79, + "sql_execution_elapsed_ms_total": 74.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_eb79dfdbe92d002c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d47c57b5e25142ef79a89ff72bcc7464d65e594f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:44:51.603009+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21461.79, "started_at": "2026-05-04T07:44:30.115287+00:00", "ended_at": "2026-05-04T07:44:51.580895+00:00", "prompt_metrics": {"chars": 7151, "bytes_utf8": 7151, "lines": 228, "estimated_tokens": 2317}, "response_metrics": {"chars": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 22408, "cached_input_tokens": 21888, "output_tokens": 148}, "stderr_preview": "2026-05-04T07:44:30.682080Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:44:35.311698Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ebe3b1eb7a5750cf/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ebe3b1eb7a5750cf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..59b3e142ac3500534277aba2383570cc583a2719 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ebe3b1eb7a5750cf/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_ebe3b1eb7a5750cf\n-- problem_id: v2p_n11_2424d9a3d97ee649\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"22.011\",\n COUNT(*) AS support,\n AVG(\"28.7967\") AS avg_response\nFROM \"n11\"\nGROUP BY \"22.011\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_ebe3b1eb7a5750cf\\n-- problem_id: v2p_n11_2424d9a3d97ee649\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"22.011\\\",\\n COUNT(*) AS support,\\n AVG(\\\"28.7967\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"22.011\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"22.011\", \"support\", \"avg_response\"], \"rows\": [{\"22.011\": \"0\", \"support\": 39, \"avg_response\": 24.353448717948716}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.98}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ebe3b1eb7a5750cf/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ebe3b1eb7a5750cf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b50ec3db4f49966943f9513f9cecdcc757e7d599 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ebe3b1eb7a5750cf/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.439398+00:00", + "ended_at": "2026-05-04T08:16:37.464478+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_ebe3b1eb7a5750cf", + "problem_id": "v2p_n11_2424d9a3d97ee649", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=28.7967, key_col=22.011.", + "bindings": { + "key_col": "22.011", + "measure_col": "28.7967", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=21", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 21, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_ebe3b1eb7a5750cf.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ebe3b1eb7a5750cf/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ebe3b1eb7a5750cf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ebe3b1eb7a5750cf/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..976c5c9fac57c178ca2b26af1421ae42ee561d99 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7349, "bytes_utf8": 7349, "lines": 232, "estimated_tokens": 2392}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 489, "bytes_utf8": 489, "lines": 1, "estimated_tokens": 141}, "usage": {"input_tokens": 22481, "cached_input_tokens": 21888, "output_tokens": 163}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..db49bf2025c036cdbbd1ec561fbbc08bc64cc9e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ed99026173e2b537", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 163, + "total_tokens": 22644, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 141, + "estimated_total_tokens": 2533, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14877.7, + "sql_execution_elapsed_ms_total": 10.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_ed99026173e2b537\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c141ea1c9aedfffa2bb18842e5d9a0f3362df4c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:07:50.910117+00:00", + "ended_at": "2026-05-04T08:08:05.782530+00:00", + "elapsed_ms": 14877.7, + "prompt_metrics": { + "chars": 7349, + "bytes_utf8": 7349, + "lines": 232, + "estimated_tokens": 2392 + }, + "stdout_metrics": { + "chars": 827, + "bytes_utf8": 827, + "lines": 4, + "estimated_tokens": 256 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13201 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 489, + "bytes_utf8": 489, + "lines": 1, + "estimated_tokens": 141 + }, + "usage": { + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 163 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7292aba5d338fb9372c39bf71d0b86ae958e8ed1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "predicate_col": "2.6449", + "predicate_op": ">=", + "predicate_value": 3.1016, + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..da3a1966000bf2099762851ace67b80c52042a36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df207-8000-7702-85d4-2bf7c24dcadb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"16.0021\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"2.6449\\\" AS REAL) >= 3.1016\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"16.0021\\\", predicate_col=\\\"2.6449\\\", predicate_op=\\\">=\\\", predicate_value=3.1016, top_k=11. Cast numeric TEXT columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22481,"cached_input_tokens":21888,"output_tokens":163}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c503bb3eecf5dd0fa633577d91ef06166f4d1352 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"16.0021\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"2.6449\" AS REAL) >= 3.1016\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the required template with fixed bindings: group_col=\"g\", measure_col=\"16.0021\", predicate_col=\"2.6449\", predicate_op=\">=\", predicate_value=3.1016, top_k=11. Cast numeric TEXT columns to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89d079b6b0454001079aa6dc423cb9ac9209f41e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:07:51.093078Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:07:53.449949Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:04.858486Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..49ff4d322fd860362d143ea7580c70bcfe424ae1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021. +Result preview: [{"g": "h", "total_measure": 115398.7198}, {"g": "g", "total_measure": 82815.1991}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5ef6a8e97e53e6121be7f11a28ebf040ee6bd518 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_ed99026173e2b537 +-- problem_id: v2p_n11_a7d53315d3b9e757 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("16.0021" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("2.6449" AS REAL) >= 3.1016 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dfcfc57b2f61e30cabe6e7a1196619807957084c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"16.0021\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"2.6449\" AS REAL) >= 3.1016\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"16.0021\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"2.6449\\\" AS REAL) >= 3.1016\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"h\", \"total_measure\": 115398.7198}, {\"g\": \"g\", \"total_measure\": 82815.1991}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.6}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d322e80f5df9ceea67e0032676556573d4005fdd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:07:50.905792+00:00", + "ended_at": "2026-05-04T08:08:05.825469+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_ed99026173e2b537", + "problem_id": "v2p_n11_a7d53315d3b9e757", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021.", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "predicate_col": "2.6449", + "predicate_op": ">=", + "predicate_value": 3.1016, + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_ed99026173e2b537.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ed99026173e2b537", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 163, + "total_tokens": 22644, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 141, + "estimated_total_tokens": 2533, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14877.7, + "sql_execution_elapsed_ms_total": 10.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_ed99026173e2b537\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6783b7b915c6b4271e964bad9d7007257d03c044 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:08:05.806283+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14877.7, "started_at": "2026-05-04T08:07:50.910117+00:00", "ended_at": "2026-05-04T08:08:05.782530+00:00", "prompt_metrics": {"chars": 7349, "bytes_utf8": 7349, "lines": 232, "estimated_tokens": 2392}, "response_metrics": {"chars": 489, "bytes_utf8": 489, "lines": 1, "estimated_tokens": 141}, "usage": {"input_tokens": 22481, "cached_input_tokens": 21888, "output_tokens": 163}, "stderr_preview": "2026-05-04T08:07:51.093078Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:07:53.449949Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 3.1016\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"16.0021\\\", predicate_col=\\\"2.6449\\\", predicate_op=\\\">=\\\", predicate_value=3.1016, top_k=11. Cast numeric TEXT columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d7180269431254f34e5c31864817fdb949d4349f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_ed99026173e2b537/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ed99026173e2b537", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 163, + "total_tokens": 22644, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 141, + "estimated_total_tokens": 2533, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14877.7, + "sql_execution_elapsed_ms_total": 10.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_ed99026173e2b537\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ae2efd52e4025c3138b8a30f2bb1278fee277c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7154, "bytes_utf8": 7154, "lines": 228, "estimated_tokens": 2319}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22410, "cached_input_tokens": 19840, "output_tokens": 135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..30932cf8f42acc5b74c20aa487ccbbb52e409c14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f039d363eecce0b4", + "api_calls": 0, + "input_tokens": 22410, + "cached_input_tokens": 19840, + "output_tokens": 135, + "total_tokens": 22545, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2319, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2427, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15329.95, + "sql_execution_elapsed_ms_total": 56.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_f039d363eecce0b4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aacb006c1a458d7dd2b47f5fdbf454536f50a365 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:45:36.915453+00:00", + "ended_at": "2026-05-04T07:45:52.249951+00:00", + "elapsed_ms": 15329.95, + "prompt_metrics": { + "chars": 7154, + "bytes_utf8": 7154, + "lines": 228, + "estimated_tokens": 2319 + }, + "stdout_metrics": { + "chars": 734, + "bytes_utf8": 734, + "lines": 4, + "estimated_tokens": 218 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13196 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 406, + "bytes_utf8": 406, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 22410, + "cached_input_tokens": 19840, + "output_tokens": 135 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a8eac2ccceb9008701630dcb70d6313a50ef886 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7da8091c5904efcff0a19d13a34b5114513b424b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f3-256a-7852-93d9-9b8d8f8095f5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"28.7967\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col bound to \\\"g\\\" and measure_col bound to \\\"28.7967\\\". Cast \\\"28.7967\\\" from TEXT to REAL so AVG is computed numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22410,"cached_input_tokens":19840,"output_tokens":135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d19ab3c3d637ca3985ddf9b44f5120c1771af196 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"28.7967\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col bound to \"g\" and measure_col bound to \"28.7967\". Cast \"28.7967\" from TEXT to REAL so AVG is computed numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ff7572f804658cc4f31f8b9fa451ea49ce38cf2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:45:37.216581Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:45:39.919564Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:45:51.400892Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a43ad2e5b1c3c3bd767b8b3b4454724346d44d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967. +Result preview: [{"g": "h", "avg_measure": 70.94350426136363}, {"g": "g", "avg_measure": 43.65574361365664}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..da5db6312933802c12f269778051bfee56262b4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_f039d363eecce0b4 +-- problem_id: v2p_n11_86674b9b504fbec3 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("28.7967" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..938cb4873d610fc40c6a9adfd9a734345d8099d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"28.7967\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"28.7967\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 70.94350426136363}, {\"g\": \"g\", \"avg_measure\": 43.65574361365664}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 56.12}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f3bf4b647830717e825bc0d90e4bb61bc65ecfa5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:45:36.915453+00:00", + "ended_at": "2026-05-04T07:45:52.333348+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_f039d363eecce0b4", + "problem_id": "v2p_n11_86674b9b504fbec3", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_f039d363eecce0b4.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f039d363eecce0b4", + "api_calls": 0, + "input_tokens": 22410, + "cached_input_tokens": 19840, + "output_tokens": 135, + "total_tokens": 22545, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2319, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2427, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15329.95, + "sql_execution_elapsed_ms_total": 56.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_f039d363eecce0b4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6065f1f467c85079425973375650bc6a7bbef3de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f039d363eecce0b4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:45:52.267368+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15329.95, "started_at": "2026-05-04T07:45:36.915453+00:00", "ended_at": "2026-05-04T07:45:52.249951+00:00", "prompt_metrics": {"chars": 7154, "bytes_utf8": 7154, "lines": 228, "estimated_tokens": 2319}, "response_metrics": {"chars": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22410, "cached_input_tokens": 19840, "output_tokens": 135}, "stderr_preview": "2026-05-04T07:45:37.216581Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:45:39.919564Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f2a50a93433ba916/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f2a50a93433ba916/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad99b0d5e1bb0edc4bb75bc47dee21d1891f092a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f2a50a93433ba916/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_f2a50a93433ba916\n-- problem_id: v2p_n11_65026dc817329a2f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"40.092\",\n COUNT(*) AS support,\n AVG(\"28.7967\") AS avg_response\nFROM \"n11\"\nGROUP BY \"40.092\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_f2a50a93433ba916\\n-- problem_id: v2p_n11_65026dc817329a2f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"40.092\\\",\\n COUNT(*) AS support,\\n AVG(\\\"28.7967\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"40.092\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"40.092\", \"support\", \"avg_response\"], \"rows\": [{\"40.092\": \"0.0002\", \"support\": 7, \"avg_response\": 25.17287142857143}, {\"40.092\": \"0\", \"support\": 5, \"avg_response\": 22.42658}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.88}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f2a50a93433ba916/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f2a50a93433ba916/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..de5b003c31273eba716eece5b9438cd41fae4a89 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f2a50a93433ba916/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.667901+00:00", + "ended_at": "2026-05-04T08:16:37.697456+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_f2a50a93433ba916", + "problem_id": "v2p_n11_65026dc817329a2f", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=28.7967, key_col=40.092.", + "bindings": { + "key_col": "40.092", + "measure_col": "28.7967", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=29", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 29, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_f2a50a93433ba916.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f2a50a93433ba916/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f2a50a93433ba916/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f2a50a93433ba916/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..21771ed9a7523842046a7778a0b877f9454a7fa7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7292, "bytes_utf8": 7292, "lines": 231, "estimated_tokens": 2361}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22452, "cached_input_tokens": 19840, "output_tokens": 148}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9563942eb3a35aa841a4cf94648a35ce833ddbb7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f3e8e7aba8cab578", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 148, + "total_tokens": 22600, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2457, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11262.39, + "sql_execution_elapsed_ms_total": 9.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_f3e8e7aba8cab578\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2939d01600079039a524bd523ef63ec2a305934d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:40:04.645985+00:00", + "ended_at": "2026-05-04T07:40:15.908344+00:00", + "elapsed_ms": 11262.39, + "prompt_metrics": { + "chars": 7292, + "bytes_utf8": 7292, + "lines": 231, + "estimated_tokens": 2361 + }, + "stdout_metrics": { + "chars": 690, + "bytes_utf8": 690, + "lines": 4, + "estimated_tokens": 202 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13236 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 365, + "bytes_utf8": 365, + "lines": 1, + "estimated_tokens": 96 + }, + "usage": { + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 148 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5caf76b70a67bcfb7b59b909fdf58725ebec53f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1037694f1e5f23f0f9dda03f2b03029cfe2ffbee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ee-1369-7062-957f-a65d8ddcd7d5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", using condition_value='g' and SQLite-compatible quoting.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22452,"cached_input_tokens":19840,"output_tokens":148}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..899271a09d52e44ae1541208a459d0ea2ef98421 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\", using condition_value='g' and SQLite-compatible quoting."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..662fb4b0def4eeb4728c1f6fc63e975d0312856c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:40:04.958892Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:40:07.384827Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:40:14.902502Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4ca1d2affec56b5fcbeff543c85653e57b6e0bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "g", "condition_rate": 1.0}, {"g": "h", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d1a6fb9b65f6cf478e78e8d4bc824f47da45adb9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_f3e8e7aba8cab578 +-- problem_id: v2p_n11_94d8a322371511f2 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d618bc89d48629445043de773ee4c8bc941c4dc0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"g\", \"condition_rate\": 1.0}, {\"g\": \"h\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.62}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..755fade016123922d5c6186021de257d7b11a1fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:40:04.642329+00:00", + "ended_at": "2026-05-04T07:40:15.943397+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_f3e8e7aba8cab578", + "problem_id": "v2p_n11_94d8a322371511f2", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=5" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_f3e8e7aba8cab578.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f3e8e7aba8cab578", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 148, + "total_tokens": 22600, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2457, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11262.39, + "sql_execution_elapsed_ms_total": 9.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_f3e8e7aba8cab578\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..208553e4e638c77912ccd1969f7fe84b6eb5d8db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:40:15.926782+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11262.39, "started_at": "2026-05-04T07:40:04.645985+00:00", "ended_at": "2026-05-04T07:40:15.908344+00:00", "prompt_metrics": {"chars": 7292, "bytes_utf8": 7292, "lines": 231, "estimated_tokens": 2361}, "response_metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22452, "cached_input_tokens": 19840, "output_tokens": 148}, "stderr_preview": "2026-05-04T07:40:04.958892Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:40:07.384827Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f587f40f2a7ac118/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f587f40f2a7ac118/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9af6367118c290069bc03c74d8d425d9931b90b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f587f40f2a7ac118/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df201-8deb-7022-ac5a-1c857c1ed915"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"40.092\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"g\\\" and measure_col=\\\"40.092\\\". CAST to REAL is needed because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22396,"cached_input_tokens":21888,"output_tokens":131}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f587f40f2a7ac118/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f587f40f2a7ac118/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae051be08fd2583b04cfcf47db4b99fcc234ba81 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f587f40f2a7ac118/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"40.092\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"g\" and measure_col=\"40.092\". CAST to REAL is needed because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f587f40f2a7ac118/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f587f40f2a7ac118/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71182bafd1ff78b5a1c4c59667735994b10782b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f587f40f2a7ac118/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:01:21.658642Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:01:24.005482Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:01:31.813693Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f587f40f2a7ac118/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f587f40f2a7ac118/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..db6b19d0199825e1018818153141d275d68cf416 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f587f40f2a7ac118/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=40.092. +Result preview: [{"g": "h", "avg_measure": 43.985233208732055}, {"g": "g", "avg_measure": 18.78258124239721}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f587f40f2a7ac118/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f587f40f2a7ac118/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2cf7f3359761711abb5f2357aeb492bcc91ccbc7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f587f40f2a7ac118/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_f587f40f2a7ac118 +-- problem_id: v2p_n11_1d5f132017d95718 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("40.092" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f587f40f2a7ac118/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f587f40f2a7ac118/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00e5a1db95c64116c7cef64873a1cc3856e98507 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f587f40f2a7ac118/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"40.092\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"40.092\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 43.985233208732055}, {\"g\": \"g\", \"avg_measure\": 18.78258124239721}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.42}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f587f40f2a7ac118/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f587f40f2a7ac118/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3f0253ef2020bcc179e31ce03af805fc4a865522 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f587f40f2a7ac118/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:01:17.977932+00:00", + "ended_at": "2026-05-04T08:01:32.723434+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_f587f40f2a7ac118", + "problem_id": "v2p_n11_1d5f132017d95718", + "dataset_id": "n11", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=40.092.", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_f587f40f2a7ac118.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f587f40f2a7ac118", + "api_calls": 0, + "input_tokens": 22396, + "cached_input_tokens": 21888, + "output_tokens": 131, + "total_tokens": 22527, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2305, + "estimated_output_tokens": 95, + "estimated_total_tokens": 2400, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14685.02, + "sql_execution_elapsed_ms_total": 20.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_f587f40f2a7ac118\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f587f40f2a7ac118/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f587f40f2a7ac118/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b800ec8216e01e40ea1dc6adb8ec9f70db5041fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f587f40f2a7ac118/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:01:32.690270+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14685.02, "started_at": "2026-05-04T08:01:17.982003+00:00", "ended_at": "2026-05-04T08:01:32.666273+00:00", "prompt_metrics": {"chars": 7075, "bytes_utf8": 7075, "lines": 228, "estimated_tokens": 2305}, "response_metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 22396, "cached_input_tokens": 21888, "output_tokens": 131}, "stderr_preview": "2026-05-04T08:01:21.658642Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:01:24.005482Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2881c91d98abbf93d7eb843f97d8f6373807a3e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ed-b8a5-7e52-a47b-6643b90dc5b1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\". The condition value is the text literal 'g', and identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22453,"cached_input_tokens":19840,"output_tokens":163}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9bcf1e5c782a7c2d195308f32c839a63e040072 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\". The condition value is the text literal 'g', and identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f478b67816863fda44a14aaba7a9377447b71e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:39:41.701326Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:39:44.005411Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:39:52.152573Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..48ebef7629c03ac53e6437b3a95238bba207d0e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "g", "condition_rate": 1.0}, {"g": "h", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cf49d97cc201aa76f331f728625f56ce3eda857c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_f846993d4dfc95fa +-- problem_id: v2p_n11_ed87376dd1d5a7d1 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8dd0b3ab4ba136f8816044224c44e9746e9f5e11 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"g\", \"condition_rate\": 1.0}, {\"g\": \"h\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.59}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3fc6fc8ace3594d8201490dba3673580661c6cf6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:39:41.483614+00:00", + "ended_at": "2026-05-04T07:39:52.803294+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_f846993d4dfc95fa", + "problem_id": "v2p_n11_ed87376dd1d5a7d1", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=4" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_f846993d4dfc95fa.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f846993d4dfc95fa", + "api_calls": 0, + "input_tokens": 22453, + "cached_input_tokens": 19840, + "output_tokens": 163, + "total_tokens": 22616, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2362, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2468, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11277.29, + "sql_execution_elapsed_ms_total": 9.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_f846993d4dfc95fa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af2c3eb766191ae9c2e15b672ad9159d1b1391cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:39:52.783919+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11277.29, "started_at": "2026-05-04T07:39:41.487225+00:00", "ended_at": "2026-05-04T07:39:52.764543+00:00", "prompt_metrics": {"chars": 7305, "bytes_utf8": 7305, "lines": 231, "estimated_tokens": 2362}, "response_metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22453, "cached_input_tokens": 19840, "output_tokens": 163}, "stderr_preview": "2026-05-04T07:39:41.701326Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:39:44.005411Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..89da79be98d68f56c9ad5e964136e22c1f44ed8b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f0-758e-7f42-88f6-7a53bbaa1b53"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"0.1982\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". Cast the TEXT measure column to REAL for SQLite numeric averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22409,"cached_input_tokens":21888,"output_tokens":154}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..505c97497c32a50f32dcc06d053204532ce988b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"0.1982\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Window Partition Average template with group_col=\"g\" and measure_col=\"0.1982\". Cast the TEXT measure column to REAL for SQLite numeric averaging."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0a002b3ff007352a1d486cd2306f3ede05cab64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:42:41.118384Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:42:43.451079Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:42:51.505065Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5fb72921b3fbe3ed058a02df9be858e87063c50 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.1982. +Result preview: [{"g": "g", "avg_measure": 0.2150489092531019}, {"g": "h", "avg_measure": 0.21393726076555025}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8f0cbe21fc1cceb4059e3c6b148b1a760cb18ce7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_f8ad1e5939c8a0bb +-- problem_id: v2p_n11_746c0f5916d30ae5 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("0.1982" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06bdf64a08937fe9a900cef0c76a36230e72ae2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"0.1982\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"0.1982\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 0.2150489092531019}, {\"g\": \"h\", \"avg_measure\": 0.21393726076555025}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 57.01}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a979466a0539ba0241632657fef6102b66b226f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:42:40.789666+00:00", + "ended_at": "2026-05-04T07:42:52.127842+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_f8ad1e5939c8a0bb", + "problem_id": "v2p_n11_746c0f5916d30ae5", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_f8ad1e5939c8a0bb.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f8ad1e5939c8a0bb", + "api_calls": 0, + "input_tokens": 22409, + "cached_input_tokens": 21888, + "output_tokens": 154, + "total_tokens": 22563, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2318, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2414, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11257.62, + "sql_execution_elapsed_ms_total": 57.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_f8ad1e5939c8a0bb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f555862a5c1cd4fc929355bdaddd3091b831c5c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:42:52.057820+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11257.62, "started_at": "2026-05-04T07:42:40.795871+00:00", "ended_at": "2026-05-04T07:42:52.040641+00:00", "prompt_metrics": {"chars": 7149, "bytes_utf8": 7149, "lines": 228, "estimated_tokens": 2318}, "response_metrics": {"chars": 379, "bytes_utf8": 379, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22409, "cached_input_tokens": 21888, "output_tokens": 154}, "stderr_preview": "2026-05-04T07:42:41.118384Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:42:43.451079Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 221.784256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8fcef7c7a097003/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8fcef7c7a097003/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb4f4435754fc6fa74c657a2168965236d7b895e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8fcef7c7a097003/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df201-e568-7891-b27c-81fbd33c94db"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"81.8828\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Mean template with group_col=\\\"g\\\" and measure_col=\\\"81.8828\\\". CAST to REAL is needed because the schema stores this numeric field as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22398,"cached_input_tokens":21888,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8fcef7c7a097003/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8fcef7c7a097003/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b17567b69ea6cf056bb2402b7eca7dc6d255253 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8fcef7c7a097003/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"81.8828\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;","notes":"Used the required Grouped Numeric Mean template with group_col=\"g\" and measure_col=\"81.8828\". CAST to REAL is needed because the schema stores this numeric field as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8fcef7c7a097003/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8fcef7c7a097003/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..32425367482492f02f4c3211c85296a7116501e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8fcef7c7a097003/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:01:43.879548Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:01:46.354750Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:01:57.026764Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8fcef7c7a097003/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8fcef7c7a097003/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ec1724aef1423acbd934ba98359c8d335f42c76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8fcef7c7a097003/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=81.8828. +Result preview: [{"g": "h", "avg_measure": 200.4345174043062}, {"g": "g", "avg_measure": 190.2384987592247}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8fcef7c7a097003/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8fcef7c7a097003/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..904b7a6a1293c047d156a9c03849bc335edf5151 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8fcef7c7a097003/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_f8fcef7c7a097003 +-- problem_id: v2p_n11_544c66e51513ef4f +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("81.8828" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8fcef7c7a097003/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8fcef7c7a097003/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a863dd08eb9cbf615f6b35b0a0a7a1b51de75e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8fcef7c7a097003/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"81.8828\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"81.8828\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 200.4345174043062}, {\"g\": \"g\", \"avg_measure\": 190.2384987592247}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.73}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8fcef7c7a097003/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8fcef7c7a097003/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1efcd7a4dbf64128ef0ddd1d985766e786f34e35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8fcef7c7a097003/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:01:43.625607+00:00", + "ended_at": "2026-05-04T08:01:57.975660+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_f8fcef7c7a097003", + "problem_id": "v2p_n11_544c66e51513ef4f", + "dataset_id": "n11", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=81.8828.", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 221.784256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_f8fcef7c7a097003.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f8fcef7c7a097003", + "api_calls": 0, + "input_tokens": 22398, + "cached_input_tokens": 21888, + "output_tokens": 113, + "total_tokens": 22511, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2307, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2404, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14294.64, + "sql_execution_elapsed_ms_total": 19.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_f8fcef7c7a097003\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8fcef7c7a097003/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8fcef7c7a097003/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..28a283807428e906962ec110d49bb59aeda81074 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_f8fcef7c7a097003/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:01:57.947492+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14294.64, "started_at": "2026-05-04T08:01:43.630265+00:00", "ended_at": "2026-05-04T08:01:57.921369+00:00", "prompt_metrics": {"chars": 7080, "bytes_utf8": 7080, "lines": 228, "estimated_tokens": 2307}, "response_metrics": {"chars": 364, "bytes_utf8": 364, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22398, "cached_input_tokens": 21888, "output_tokens": 113}, "stderr_preview": "2026-05-04T08:01:43.879548Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:01:46.354750Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fab6e303d3d97424/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fab6e303d3d97424/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c9efe4368ab218273bb97b860641f121617bfe4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fab6e303d3d97424/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_fab6e303d3d97424\n-- problem_id: v2p_n11_c1f7c140bfc37097\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"2.6449\",\n COUNT(*) AS support,\n AVG(\"28.7967\") AS avg_response\nFROM \"n11\"\nGROUP BY \"2.6449\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_fab6e303d3d97424\\n-- problem_id: v2p_n11_c1f7c140bfc37097\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"2.6449\\\",\\n COUNT(*) AS support,\\n AVG(\\\"28.7967\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"2.6449\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"2.6449\", \"support\", \"avg_response\"], \"rows\": [{\"2.6449\": \"2.1508\", \"support\": 27, \"avg_response\": 17.108003703703705}, {\"2.6449\": \"2.0774\", \"support\": 24, \"avg_response\": 17.575804166666668}, {\"2.6449\": \"2.1287\", \"support\": 24, \"avg_response\": 17.55205833333333}, {\"2.6449\": \"2.1319\", \"support\": 23, \"avg_response\": 16.88841304347826}, {\"2.6449\": \"2.3139\", \"support\": 22, \"avg_response\": 21.66526818181818}, {\"2.6449\": \"2.1414\", \"support\": 22, \"avg_response\": 19.22947272727273}, {\"2.6449\": \"2.1351\", \"support\": 22, \"avg_response\": 15.41274090909091}, {\"2.6449\": \"2.3936\", \"support\": 21, \"avg_response\": 28.507257142857146}, {\"2.6449\": \"2.29\", \"support\": 21, \"avg_response\": 21.04332380952381}, {\"2.6449\": \"2.5315\", \"support\": 20, \"avg_response\": 32.230715}, {\"2.6449\": \"2.3589\", \"support\": 20, \"avg_response\": 23.64254}, {\"2.6449\": \"2.3483\", \"support\": 20, \"avg_response\": 21.744395}, {\"2.6449\": \"2.1717\", \"support\": 20, \"avg_response\": 16.900685000000003}, {\"2.6449\": \"2.4526\", \"support\": 19, \"avg_response\": 31.7769}, {\"2.6449\": \"2.4914\", \"support\": 19, \"avg_response\": 31.456947368421055}, {\"2.6449\": \"2.3454\", \"support\": 19, \"avg_response\": 23.321163157894738}, {\"2.6449\": \"2.4158\", \"support\": 19, \"avg_response\": 23.293684210526315}, {\"2.6449\": \"2.2504\", \"support\": 19, \"avg_response\": 22.776326315789476}, {\"2.6449\": \"2.0881\", \"support\": 19, \"avg_response\": 17.531005263157894}, {\"2.6449\": \"2.2\", \"support\": 19, \"avg_response\": 17.234063157894738}, {\"2.6449\": \"2.1189\", \"support\": 19, \"avg_response\": 17.081557894736843}, {\"2.6449\": \"2.3531\", \"support\": 18, \"avg_response\": 28.416283333333332}, {\"2.6449\": \"2.4541\", \"support\": 18, \"avg_response\": 26.942083333333333}, {\"2.6449\": \"2.3927\", \"support\": 18, \"avg_response\": 25.402927777777776}, {\"2.6449\": \"2.3493\", \"support\": 18, \"avg_response\": 24.934849999999997}, {\"2.6449\": \"2.3664\", \"support\": 18, \"avg_response\": 23.903122222222223}, {\"2.6449\": \"2.2625\", \"support\": 18, \"avg_response\": 23.245433333333335}, {\"2.6449\": \"2.2672\", \"support\": 18, \"avg_response\": 20.90345}, {\"2.6449\": \"2.1222\", \"support\": 18, \"avg_response\": 19.03472777777778}, {\"2.6449\": \"2.0986\", \"support\": 18, \"avg_response\": 17.950705555555558}, {\"2.6449\": \"2.1383\", \"support\": 18, \"avg_response\": 17.89226111111111}, {\"2.6449\": \"2.1538\", \"support\": 18, \"avg_response\": 16.87723888888889}, {\"2.6449\": \"2.1569\", \"support\": 18, \"avg_response\": 15.758366666666667}, {\"2.6449\": \"2.1658\", \"support\": 18, \"avg_response\": 15.576344444444446}, {\"2.6449\": \"2.4362\", \"support\": 17, \"avg_response\": 35.45249411764706}, {\"2.6449\": \"2.4955\", \"support\": 17, \"avg_response\": 31.538135294117644}, {\"2.6449\": \"2.4609\", \"support\": 17, \"avg_response\": 28.97574117647059}, {\"2.6449\": \"2.2577\", \"support\": 17, \"avg_response\": 23.96858235294118}, {\"2.6449\": \"2.2148\", \"support\": 17, \"avg_response\": 22.94890588235294}, {\"2.6449\": \"2.2405\", \"support\": 17, \"avg_response\": 22.779641176470587}, {\"2.6449\": \"2.3064\", \"support\": 17, \"avg_response\": 21.99298823529412}, {\"2.6449\": \"2.2601\", \"support\": 17, \"avg_response\": 21.04955882352941}, {\"2.6449\": \"2.2553\", \"support\": 17, \"avg_response\": 20.893435294117648}, {\"2.6449\": \"2.2889\", \"support\": 17, \"avg_response\": 20.67884705882353}, {\"2.6449\": \"2.2529\", \"support\": 17, \"avg_response\": 20.48474117647059}, {\"2.6449\": \"2.238\", \"support\": 17, \"avg_response\": 20.30300588235294}, {\"2.6449\": \"2.3032\", \"support\": 17, \"avg_response\": 20.293311764705884}, {\"2.6449\": \"2.1055\", \"support\": 17, \"avg_response\": 18.053370588235296}, {\"2.6449\": \"2.1599\", \"support\": 17, \"avg_response\": 17.597835294117647}, {\"2.6449\": \"2.0846\", \"support\": 17, \"avg_response\": 16.711176470588235}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 21.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fab6e303d3d97424/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fab6e303d3d97424/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8231eceafbc2c652c1f0fc48d34366cd5e69d93e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fab6e303d3d97424/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:16:37.038507+00:00", + "ended_at": "2026-05-04T08:16:37.064099+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_fab6e303d3d97424", + "problem_id": "v2p_n11_c1f7c140bfc37097", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=28.7967, key_col=2.6449.", + "bindings": { + "key_col": "2.6449", + "measure_col": "28.7967", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_fab6e303d3d97424.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fab6e303d3d97424/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fab6e303d3d97424/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fab6e303d3d97424/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a80422cbd0ff569873f3d348bda31318013fde5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7388, "bytes_utf8": 7388, "lines": 228, "estimated_tokens": 2384}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 513, "bytes_utf8": 513, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22473, "cached_input_tokens": 21888, "output_tokens": 176}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b166cc54c42e4d81d389da8a11b62eb2d1170161 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_fb117c410e9cb159", + "api_calls": 0, + "input_tokens": 22473, + "cached_input_tokens": 21888, + "output_tokens": 176, + "total_tokens": 22649, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2384, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2518, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12675.96, + "sql_execution_elapsed_ms_total": 14.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_fb117c410e9cb159\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3572da6c22b814ee8371f1fe5dead00bc248c0c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:11:23.710223+00:00", + "ended_at": "2026-05-04T08:11:36.386340+00:00", + "elapsed_ms": 12675.96, + "prompt_metrics": { + "chars": 7388, + "bytes_utf8": 7388, + "lines": 228, + "estimated_tokens": 2384 + }, + "stdout_metrics": { + "chars": 850, + "bytes_utf8": 850, + "lines": 4, + "estimated_tokens": 247 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13266 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 513, + "bytes_utf8": 513, + "lines": 1, + "estimated_tokens": 134 + }, + "usage": { + "input_tokens": 22473, + "cached_input_tokens": 21888, + "output_tokens": 176 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35b4774c3e18202f3be2fb00413ec62c225be172 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role focused_target_view. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_tpch_max_aggregate_winner", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e3fedc19dc320478bb61c50a6bfb9abc968c3e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-bf3d-7241-85d0-70393d4398bf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"g\\\";\",\"notes\":\"Applied the required Max Aggregate Winner Selection template with group_col bound to \\\"g\\\" and measure_col bound to \\\"2.6449\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22473,"cached_input_tokens":21888,"output_tokens":176}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27644123622941649a9277ff0f92d4b52a402901 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"2.6449\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"g\";","notes":"Applied the required Max Aggregate Winner Selection template with group_col bound to \"g\" and measure_col bound to \"2.6449\". Cast the measure column to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1715dcad93d1e45b9af23250b4fd7175d1d7fbff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:23.891753Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:26.244167Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:35.505883Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc41fafa415600a25feb398344f8eea48a46faca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role focused_target_view. Focus on group_col=g, measure_col=2.6449. +Result preview: [{"g": "g", "total_measure": 34329.9059}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..18f468e17153ff99bfdcc0c182102602138b2bb1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n11_fb117c410e9cb159 +-- problem_id: v2p_n11_5c3b889556a4c7d1 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("2.6449" AS REAL)) AS total_measure + FROM "n11" + GROUP BY "g" +) +SELECT "g", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "g"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..18ecb32d0ea2283595752a7a5ea17c66399d0018 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"2.6449\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 34329.9059}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.93}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c9df698b38ade869c73e93722c67aa933b25b236 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:11:23.705966+00:00", + "ended_at": "2026-05-04T08:11:36.430650+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_fb117c410e9cb159", + "problem_id": "v2p_n11_5c3b889556a4c7d1", + "dataset_id": "n11", + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role focused_target_view. Focus on group_col=g, measure_col=2.6449.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_fb117c410e9cb159.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_fb117c410e9cb159", + "api_calls": 0, + "input_tokens": 22473, + "cached_input_tokens": 21888, + "output_tokens": 176, + "total_tokens": 22649, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2384, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2518, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12675.96, + "sql_execution_elapsed_ms_total": 14.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_fb117c410e9cb159\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a3d44e2d8053b2af6dd3afdea63ff0458eb4304 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fb117c410e9cb159/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:36.405134+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12675.96, "started_at": "2026-05-04T08:11:23.710223+00:00", "ended_at": "2026-05-04T08:11:36.386340+00:00", "prompt_metrics": {"chars": 7388, "bytes_utf8": 7388, "lines": 228, "estimated_tokens": 2384}, "response_metrics": {"chars": 513, "bytes_utf8": 513, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22473, "cached_input_tokens": 21888, "output_tokens": 176}, "stderr_preview": "2026-05-04T08:11:23.891753Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:26.244167Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fbd803534de4f28d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fbd803534de4f28d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c497fb6b1b06b2682841abc9f60ab5e08378b7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fbd803534de4f28d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df200-8856-7983-b92f-8b8b807a084e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"22.011\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Mean template with group_col=\\\"g\\\" and measure_col=\\\"22.011\\\". CAST to REAL is needed because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22396,"cached_input_tokens":21888,"output_tokens":111}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fbd803534de4f28d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fbd803534de4f28d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..489d766de42a41dd6fdf98862645e48c507f1bd7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fbd803534de4f28d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"22.011\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;","notes":"Used the required Grouped Numeric Mean template with group_col=\"g\" and measure_col=\"22.011\". CAST to REAL is needed because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fbd803534de4f28d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fbd803534de4f28d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83d01a8c7129b801aa4e084397ec923324525247 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fbd803534de4f28d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:00:14.502575Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:00:17.109827Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:00:27.386984Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fbd803534de4f28d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fbd803534de4f28d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0862d1f28cc399cf7bf7150469031be1f7e2b8fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fbd803534de4f28d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=22.011. +Result preview: [{"g": "g", "avg_measure": 17.809071891979563}, {"g": "h", "avg_measure": -2.8482975627990434}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fbd803534de4f28d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fbd803534de4f28d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8bed23d3c27c9af923c9497e4f88cf207c738c04 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fbd803534de4f28d/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_fbd803534de4f28d +-- problem_id: v2p_n11_d967bd100fe27fbc +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("22.011" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fbd803534de4f28d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fbd803534de4f28d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5d6a86f1f5627b631dbf3efa05d25d2a091089bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fbd803534de4f28d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"22.011\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"22.011\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 17.809071891979563}, {\"g\": \"h\", \"avg_measure\": -2.8482975627990434}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.2}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fbd803534de4f28d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fbd803534de4f28d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..65a13ff32150b4e522b8053de37d256b116ea402 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fbd803534de4f28d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T08:00:14.288318+00:00", + "ended_at": "2026-05-04T08:00:28.320094+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_fbd803534de4f28d", + "problem_id": "v2p_n11_d967bd100fe27fbc", + "dataset_id": "n11", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=22.011.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_fbd803534de4f28d.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_fbd803534de4f28d", + "api_calls": 0, + "input_tokens": 22396, + "cached_input_tokens": 21888, + "output_tokens": 111, + "total_tokens": 22507, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2305, + "estimated_output_tokens": 95, + "estimated_total_tokens": 2400, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13971.99, + "sql_execution_elapsed_ms_total": 15.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_fbd803534de4f28d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fbd803534de4f28d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fbd803534de4f28d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d7bb6771d13ad58dac60a693905df63f7c645074 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fbd803534de4f28d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:00:28.294376+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13971.99, "started_at": "2026-05-04T08:00:14.292463+00:00", "ended_at": "2026-05-04T08:00:28.264650+00:00", "prompt_metrics": {"chars": 7073, "bytes_utf8": 7073, "lines": 228, "estimated_tokens": 2305}, "response_metrics": {"chars": 366, "bytes_utf8": 366, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 22396, "cached_input_tokens": 21888, "output_tokens": 111}, "stderr_preview": "2026-05-04T08:00:14.502575Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:00:17.109827Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..28df3f5e7a5c7fa04fef2c59f267d2d0b792a55f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,237 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"22.011\" AS REAL) AS \"measure\"\n FROM \"n11\"\n WHERE \"g\" = 'h'\n AND \"22.011\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"per_group\" AS (\n SELECT\n \"group_col\",\n AVG(\"measure\") AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" IN (\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER),\n CAST(FLOOR(0.9 * \"cnt\") AS INTEGER)\n )\n GROUP BY \"group_col\"\n)\nSELECT\n \"g\".\"g\",\n \"per_group\".\"conditional_percentile\"\nFROM (SELECT DISTINCT \"g\" FROM \"n11\") AS \"g\"\nLEFT JOIN \"per_group\"\n ON \"g\".\"g\" = \"per_group\".\"group_col\"\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..604b53ef5c407722af06539f1d6f411e9849089a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fd-a77b-72c0-a3eb-8ed0fa36f994"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"22.011\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'h'\\n AND \\\"22.011\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"per_group\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n AVG(\\\"measure\\\") AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN (\\n CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER),\\n CAST(FLOOR(0.9 * \\\"cnt\\\") AS INTEGER)\\n )\\n GROUP BY \\\"group_col\\\"\\n)\\nSELECT\\n \\\"g\\\".\\\"g\\\",\\n \\\"per_group\\\".\\\"conditional_percentile\\\"\\nFROM (SELECT DISTINCT \\\"g\\\" FROM \\\"n11\\\") AS \\\"g\\\"\\nLEFT JOIN \\\"per_group\\\"\\n ON \\\"g\\\".\\\"g\\\" = \\\"per_group\\\".\\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Used the planned template roles exactly with group_col=\\\"g\\\", measure_col=\\\"22.011\\\", and condition_col=\\\"g\\\" filtered to 'h'. Replaced unsupported PERCENTILE_CONT with a SQLite-compatible window-function approximation of the 0.9 quantile, casting the TEXT measure column to REAL. Because the grouping column and condition column are the same, only group 'h' has a non-NULL conditional percentile; other groups remain NULL via LEFT JOIN.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22507,"cached_input_tokens":19840,"output_tokens":531}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..62c5a328457720e086a06b46fb4d829accf0abba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"22.011\" AS REAL) AS \"measure\"\n FROM \"n11\"\n WHERE \"g\" = 'h'\n AND \"22.011\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"per_group\" AS (\n SELECT\n \"group_col\",\n AVG(\"measure\") AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" IN (\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER),\n CAST(FLOOR(0.9 * \"cnt\") AS INTEGER)\n )\n GROUP BY \"group_col\"\n)\nSELECT\n \"g\".\"g\",\n \"per_group\".\"conditional_percentile\"\nFROM (SELECT DISTINCT \"g\" FROM \"n11\") AS \"g\"\nLEFT JOIN \"per_group\"\n ON \"g\".\"g\" = \"per_group\".\"group_col\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Used the planned template roles exactly with group_col=\"g\", measure_col=\"22.011\", and condition_col=\"g\" filtered to 'h'. Replaced unsupported PERCENTILE_CONT with a SQLite-compatible window-function approximation of the 0.9 quantile, casting the TEXT measure column to REAL. Because the grouping column and condition column are the same, only group 'h' has a non-NULL conditional percentile; other groups remain NULL via LEFT JOIN."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..81c9290502ca2738fa7ad15b5a25291f325551ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fd-ef1c-77f1-a6c2-fec34668ab48"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"22.011\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'h'\\n AND \\\"22.011\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n ((\\\"cnt\\\" - 1) * 0.9) + 1.0 AS \\\"pos\\\",\\n CAST(((((\\\"cnt\\\" - 1) * 0.9) + 1.0)) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (((\\\"cnt\\\" - 1) * 0.9) + 1.0) > CAST(((((\\\"cnt\\\" - 1) * 0.9) + 1.0)) AS INTEGER)\\n THEN CAST(((((\\\"cnt\\\" - 1) * 0.9) + 1.0)) AS INTEGER) + 1\\n ELSE CAST(((((\\\"cnt\\\" - 1) * 0.9) + 1.0)) AS INTEGER)\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"per_group\\\" AS (\\n SELECT\\n \\\"p\\\".\\\"group_col\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"lower_rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END) * (\\\"p\\\".\\\"upper_rn\\\" - \\\"p\\\".\\\"pos\\\") +\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END) * (\\\"p\\\".\\\"pos\\\" - \\\"p\\\".\\\"lower_rn\\\")\\n END AS \\\"conditional_percentile\\\"\\n FROM \\\"pos\\\" AS \\\"p\\\"\\n JOIN \\\"ranked\\\" AS \\\"r\\\"\\n ON \\\"r\\\".\\\"group_col\\\" = \\\"p\\\".\\\"group_col\\\"\\n GROUP BY \\\"p\\\".\\\"group_col\\\", \\\"p\\\".\\\"pos\\\", \\\"p\\\".\\\"lower_rn\\\", \\\"p\\\".\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"g\\\",\\n \\\"per_group\\\".\\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"per_group\\\"\\n ON \\\"groups\\\".\\\"g\\\" = \\\"per_group\\\".\\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL/FLOOR with SQLite-compatible integer casts and CASE logic to compute the continuous 0.9 quantile for \\\"22.011\\\" within rows where \\\"g\\\" = 'h', while preserving the planned grouping by \\\"g\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22853,"cached_input_tokens":21888,"output_tokens":969}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c9df92858c1a97a0af915951de8291492dd9343 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n),\n\"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"22.011\" AS REAL) AS \"measure\"\n FROM \"n11\"\n WHERE \"g\" = 'h'\n AND \"22.011\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"pos\" AS (\n SELECT DISTINCT\n \"group_col\",\n ((\"cnt\" - 1) * 0.9) + 1.0 AS \"pos\",\n CAST(((((\"cnt\" - 1) * 0.9) + 1.0)) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (((\"cnt\" - 1) * 0.9) + 1.0) > CAST(((((\"cnt\" - 1) * 0.9) + 1.0)) AS INTEGER)\n THEN CAST(((((\"cnt\" - 1) * 0.9) + 1.0)) AS INTEGER) + 1\n ELSE CAST(((((\"cnt\" - 1) * 0.9) + 1.0)) AS INTEGER)\n END AS \"upper_rn\"\n FROM \"ranked\"\n),\n\"per_group\" AS (\n SELECT\n \"p\".\"group_col\",\n CASE\n WHEN \"p\".\"lower_rn\" = \"p\".\"upper_rn\" THEN MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure\" END)\n ELSE\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure\" END) * (\"p\".\"upper_rn\" - \"p\".\"pos\") +\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"upper_rn\" THEN \"r\".\"measure\" END) * (\"p\".\"pos\" - \"p\".\"lower_rn\")\n END AS \"conditional_percentile\"\n FROM \"pos\" AS \"p\"\n JOIN \"ranked\" AS \"r\"\n ON \"r\".\"group_col\" = \"p\".\"group_col\"\n GROUP BY \"p\".\"group_col\", \"p\".\"pos\", \"p\".\"lower_rn\", \"p\".\"upper_rn\"\n)\nSELECT\n \"groups\".\"g\",\n \"per_group\".\"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"per_group\"\n ON \"groups\".\"g\" = \"per_group\".\"group_col\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported CEIL/FLOOR with SQLite-compatible integer casts and CASE logic to compute the continuous 0.9 quantile for \"22.011\" within rows where \"g\" = 'h', while preserving the planned grouping by \"g\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55b048fb2d83ecf2d8342a79f15fe6def058cee1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:57:05.834777Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:57:08.147170Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:57:23.152070Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..043f974ecbe9c021b4f94dd6b2a845bac7eb0f9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:57:24.175471Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:57:26.477887Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:57:48.754125Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc533ef8a812e4d2e242cb3b9ff4bf99dfe0d948 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011, condition_col=g. +Result preview: [{"g": "h", "conditional_percentile": 72.30337}, {"g": "g", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9156f2bf66ffcf28bd3780d9857f4dd96a1905fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/generated_sql.sql @@ -0,0 +1,47 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_fca4afc23d01edf9 +-- problem_id: v2p_n11_eb367d71bd8df43f +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "g" AS "group_col", + CAST("22.011" AS REAL) AS "measure" + FROM "n11" + WHERE "g" = 'h' + AND "22.011" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), +"per_group" AS ( + SELECT + "group_col", + AVG("measure") AS "conditional_percentile" + FROM "ranked" + WHERE "rn" IN ( + CAST(CEIL(0.9 * "cnt") AS INTEGER), + CAST(FLOOR(0.9 * "cnt") AS INTEGER) + ) + GROUP BY "group_col" +) +SELECT + "g"."g", + "per_group"."conditional_percentile" +FROM (SELECT DISTINCT "g" FROM "n11") AS "g" +LEFT JOIN "per_group" + ON "g"."g" = "per_group"."group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5a42c44d1dd492ef1eaa4908bfdc47f61b6b264 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n),\n\"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"22.011\" AS REAL) AS \"measure\"\n FROM \"n11\"\n WHERE \"g\" = 'h'\n AND \"22.011\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"pos\" AS (\n SELECT DISTINCT\n \"group_col\",\n ((\"cnt\" - 1) * 0.9) + 1.0 AS \"pos\",\n CAST(((((\"cnt\" - 1) * 0.9) + 1.0)) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (((\"cnt\" - 1) * 0.9) + 1.0) > CAST(((((\"cnt\" - 1) * 0.9) + 1.0)) AS INTEGER)\n THEN CAST(((((\"cnt\" - 1) * 0.9) + 1.0)) AS INTEGER) + 1\n ELSE CAST(((((\"cnt\" - 1) * 0.9) + 1.0)) AS INTEGER)\n END AS \"upper_rn\"\n FROM \"ranked\"\n),\n\"per_group\" AS (\n SELECT\n \"p\".\"group_col\",\n CASE\n WHEN \"p\".\"lower_rn\" = \"p\".\"upper_rn\" THEN MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure\" END)\n ELSE\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure\" END) * (\"p\".\"upper_rn\" - \"p\".\"pos\") +\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"upper_rn\" THEN \"r\".\"measure\" END) * (\"p\".\"pos\" - \"p\".\"lower_rn\")\n END AS \"conditional_percentile\"\n FROM \"pos\" AS \"p\"\n JOIN \"ranked\" AS \"r\"\n ON \"r\".\"group_col\" = \"p\".\"group_col\"\n GROUP BY \"p\".\"group_col\", \"p\".\"pos\", \"p\".\"lower_rn\", \"p\".\"upper_rn\"\n)\nSELECT\n \"groups\".\"g\",\n \"per_group\".\"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"per_group\"\n ON \"groups\".\"g\" = \"per_group\".\"group_col\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"22.011\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'h'\\n AND \\\"22.011\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n ((\\\"cnt\\\" - 1) * 0.9) + 1.0 AS \\\"pos\\\",\\n CAST(((((\\\"cnt\\\" - 1) * 0.9) + 1.0)) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (((\\\"cnt\\\" - 1) * 0.9) + 1.0) > CAST(((((\\\"cnt\\\" - 1) * 0.9) + 1.0)) AS INTEGER)\\n THEN CAST(((((\\\"cnt\\\" - 1) * 0.9) + 1.0)) AS INTEGER) + 1\\n ELSE CAST(((((\\\"cnt\\\" - 1) * 0.9) + 1.0)) AS INTEGER)\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"per_group\\\" AS (\\n SELECT\\n \\\"p\\\".\\\"group_col\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"lower_rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END) * (\\\"p\\\".\\\"upper_rn\\\" - \\\"p\\\".\\\"pos\\\") +\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END) * (\\\"p\\\".\\\"pos\\\" - \\\"p\\\".\\\"lower_rn\\\")\\n END AS \\\"conditional_percentile\\\"\\n FROM \\\"pos\\\" AS \\\"p\\\"\\n JOIN \\\"ranked\\\" AS \\\"r\\\"\\n ON \\\"r\\\".\\\"group_col\\\" = \\\"p\\\".\\\"group_col\\\"\\n GROUP BY \\\"p\\\".\\\"group_col\\\", \\\"p\\\".\\\"pos\\\", \\\"p\\\".\\\"lower_rn\\\", \\\"p\\\".\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"g\\\",\\n \\\"per_group\\\".\\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"per_group\\\"\\n ON \\\"groups\\\".\\\"g\\\" = \\\"per_group\\\".\\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"g\", \"conditional_percentile\"], \"rows\": [{\"g\": \"h\", \"conditional_percentile\": 72.30337}, {\"g\": \"g\", \"conditional_percentile\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 51.19}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4f177705b61d785d1f7c31e533bda24f861e4d28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:57:05.670106+00:00", + "ended_at": "2026-05-04T07:57:49.676835+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_fca4afc23d01edf9", + "problem_id": "v2p_n11_eb367d71bd8df43f", + "dataset_id": "n11", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011, condition_col=g.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_fca4afc23d01edf9.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_fca4afc23d01edf9", + "api_calls": 0, + "input_tokens": 45360, + "cached_input_tokens": 41728, + "output_tokens": 1500, + "total_tokens": 46860, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5178, + "estimated_output_tokens": 1158, + "estimated_total_tokens": 6336, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 43900.86, + "sql_execution_elapsed_ms_total": 51.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_fca4afc23d01edf9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f27db3eddf9a6757164b87ec70f1b53d654dd751 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:57:24.009341+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18316.04, "started_at": "2026-05-04T07:57:05.673894+00:00", "ended_at": "2026-05-04T07:57:23.990320+00:00", "prompt_metrics": {"chars": 7554, "bytes_utf8": 7554, "lines": 233, "estimated_tokens": 2416}, "response_metrics": {"chars": 1417, "bytes_utf8": 1417, "lines": 1, "estimated_tokens": 411}, "usage": {"input_tokens": 22507, "cached_input_tokens": 19840, "output_tokens": 531}, "stderr_preview": "2026-05-04T07:57:05.834777Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:57:08.147170Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n CAST(((((\\\"cnt\\\" - 1) * 0.9) + 1.0)) AS INTEGER)\\n THEN CAST(((((\\\"cnt\\\" - 1) * 0.9) + 1.0)) AS INTEGER) + 1\\n ELSE CAST(((((\\\"cnt\\\" - 1) * 0.9) + 1.0)) AS INTEGER)\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"per_group\\\" AS (\\"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8b051effe38e1a8d47c0b0cddf4699c19127321a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fca4afc23d01edf9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_fca4afc23d01edf9", + "api_calls": 0, + "input_tokens": 45360, + "cached_input_tokens": 41728, + "output_tokens": 1500, + "total_tokens": 46860, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5178, + "estimated_output_tokens": 1158, + "estimated_total_tokens": 6336, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 43900.86, + "sql_execution_elapsed_ms_total": 51.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_fca4afc23d01edf9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c38ec494a0a26d1b3a89a8804cbb1128026c299 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7073, "bytes_utf8": 7073, "lines": 228, "estimated_tokens": 2307}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22398, "cached_input_tokens": 19840, "output_tokens": 113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3e87e56d5d3519f4b65b4dba194e0d36d1205556 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_fe40fc422300ebdf", + "api_calls": 0, + "input_tokens": 22398, + "cached_input_tokens": 19840, + "output_tokens": 113, + "total_tokens": 22511, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2307, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2404, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11543.12, + "sql_execution_elapsed_ms_total": 12.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_fe40fc422300ebdf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..180c4aa3fc1d46a4df2af26f6e35ea64c59d3002 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:59:37.026209+00:00", + "ended_at": "2026-05-04T07:59:48.568849+00:00", + "elapsed_ms": 11543.12, + "prompt_metrics": { + "chars": 7073, + "bytes_utf8": 7073, + "lines": 228, + "estimated_tokens": 2307 + }, + "stdout_metrics": { + "chars": 689, + "bytes_utf8": 689, + "lines": 4, + "estimated_tokens": 205 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13204 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 365, + "bytes_utf8": 365, + "lines": 1, + "estimated_tokens": 97 + }, + "usage": { + "input_tokens": 22398, + "cached_input_tokens": 19840, + "output_tokens": 113 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1dca0fe981f75c1cbfa608c37a7c969b900279e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2d8d14f85a44ce8761711d25639ca44f600abc0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ff-f6b0-75b1-8c8c-4d9356713969"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"0.1982\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22398,"cached_input_tokens":19840,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab075456541ee7c18a92dc25bb4012a817431b37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"0.1982\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"g\" and measure_col=\"0.1982\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d65d7c722a4a91a85d72ad79ac8cbc3de79ae77 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:59:37.196386Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:59:39.539403Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:59:47.948356Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..08c66f4a079136205b138102c7a33e6e84c6192b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=0.1982. +Result preview: [{"g": "g", "avg_measure": 0.2150489092531019}, {"g": "h", "avg_measure": 0.21393726076555025}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d3b0de0bc539021484e957ea7acb04bac68b4452 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_fe40fc422300ebdf +-- problem_id: v2p_n11_99af46e6d4a2c82c +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("0.1982" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3a4cd91d318e9f5aa9bc2bc7691a96964b1abe6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"g\", AVG(CAST(\"0.1982\" AS REAL)) AS avg_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"g\\\", AVG(CAST(\\\"0.1982\\\" AS REAL)) AS avg_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 0.2150489092531019}, {\"g\": \"h\", \"avg_measure\": 0.21393726076555025}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.81}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e9df478afa15d8b4ab1c114c47f99d8bc7ebf766 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_a", + "dataset_id": "n11", + "started_at": "2026-05-04T07:59:37.022456+00:00", + "ended_at": "2026-05-04T07:59:48.608366+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_fe40fc422300ebdf", + "problem_id": "v2p_n11_99af46e6d4a2c82c", + "dataset_id": "n11", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\sql\\v2q_n11_fe40fc422300ebdf.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_fe40fc422300ebdf", + "api_calls": 0, + "input_tokens": 22398, + "cached_input_tokens": 19840, + "output_tokens": 113, + "total_tokens": 22511, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2307, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2404, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11543.12, + "sql_execution_elapsed_ms_total": 12.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_a\\n11\\artifacts\\v2q_n11_fe40fc422300ebdf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..518b7480be977d1630c2e4a79021c4195141778e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/artifacts/v2q_n11_fe40fc422300ebdf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:59:48.588075+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11543.12, "started_at": "2026-05-04T07:59:37.026209+00:00", "ended_at": "2026-05-04T07:59:48.568849+00:00", "prompt_metrics": {"chars": 7073, "bytes_utf8": 7073, "lines": 228, "estimated_tokens": 2307}, "response_metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22398, "cached_input_tokens": 19840, "output_tokens": 113}, "stderr_preview": "2026-05-04T07:59:37.196386Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:59:39.539403Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 24.06035 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_00a98cdf1e618aa0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_00a98cdf1e618aa0.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f762ffd368fc1e39486bac8dbf51a2606ca85c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_00a98cdf1e618aa0.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_00a98cdf1e618aa0 +-- problem_id: v2p_n11_528c4e96c47e00b8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "27.7004", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "27.7004" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0667d07d4930f842.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0667d07d4930f842.sql new file mode 100644 index 0000000000000000000000000000000000000000..057a12002029d9fc1adbac8fbeeb9e23ba7db9b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0667d07d4930f842.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_0667d07d4930f842 +-- problem_id: v2p_n11_a502259d367a5e43 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.3918" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("0.1982" AS REAL) >= 0.28525 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_071f53338fbc141a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_071f53338fbc141a.sql new file mode 100644 index 0000000000000000000000000000000000000000..375fc1f23e8539fe564bce2c95a5966325becac3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_071f53338fbc141a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_071f53338fbc141a +-- problem_id: v2p_n11_adf52683b5008f31 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("40.092" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_082ca6052f20fa27.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_082ca6052f20fa27.sql new file mode 100644 index 0000000000000000000000000000000000000000..84c2a307f7af786e155b5399d6777cf1f4d1a8ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_082ca6052f20fa27.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_082ca6052f20fa27 +-- problem_id: v2p_n11_86584952b0423f02 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "40.092", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "40.092" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_084dbabf444d1e6a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_084dbabf444d1e6a.sql new file mode 100644 index 0000000000000000000000000000000000000000..508c8ac9d822ec004197a4e78a6e8817e0f29cb0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_084dbabf444d1e6a.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_084dbabf444d1e6a +-- problem_id: v2p_n11_bc0e7ebf3bdd2f1c +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "g" AS "group_value", + CAST("0.1982" AS REAL) AS "measure_value" + FROM "n11" + WHERE "g" = 'h' + AND "0.1982" IS NOT NULL +), "ranked" AS ( + SELECT + "group_value", + "measure_value", + ROW_NUMBER() OVER (PARTITION BY "group_value" ORDER BY "measure_value") AS "rn", + COUNT(*) OVER (PARTITION BY "group_value") AS "cnt" + FROM "filtered" +) +SELECT + "group_value" AS "g", + "measure_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_09d8ac167155cbf9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_09d8ac167155cbf9.sql new file mode 100644 index 0000000000000000000000000000000000000000..017c289064451b3b9f350551c06df889e01eb3e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_09d8ac167155cbf9.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_09d8ac167155cbf9 +-- problem_id: v2p_n11_35941f42471aa8f4 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0a1a8914db097f50.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0a1a8914db097f50.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3da4852e60e4679f55bacc5971bbe595d64f671 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0a1a8914db097f50.sql @@ -0,0 +1,48 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_0a1a8914db097f50 +-- problem_id: v2p_n11_e2781065576d3e08 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "g" AS "group_col", + CAST("28.7967" AS REAL) AS "measure_val" + FROM "n11" + WHERE "g" = 'h' + AND "28.7967" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure_val", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_val") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), +"percentiles" AS ( + SELECT + "group_col", + "measure_val" AS "conditional_percentile", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "rn") AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CAST(0.9 * "cnt" AS INTEGER) + CASE WHEN 0.9 * "cnt" > CAST(0.9 * "cnt" AS INTEGER) THEN 1 ELSE 0 END +) +SELECT + "g", + "percentiles"."conditional_percentile" +FROM ( + SELECT DISTINCT "g" + FROM "n11" +) AS "groups" +LEFT JOIN "percentiles" + ON "groups"."g" = "percentiles"."group_col" + AND "percentiles"."pick_rank" = 1 +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0a9e70cf606a66b2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0a9e70cf606a66b2.sql new file mode 100644 index 0000000000000000000000000000000000000000..6674a253a5170634bffc0925e441604cfc599ad1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0a9e70cf606a66b2.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_0a9e70cf606a66b2 +-- problem_id: v2p_n11_949d77abf8c643b4 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("16.0021" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0ab9b8fe73b61d66.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0ab9b8fe73b61d66.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f72f8690c0bdcec3e08a72c09f1227d31f581d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0ab9b8fe73b61d66.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_0ab9b8fe73b61d66 +-- problem_id: v2p_n11_04e118ebb0fc8b57 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("28.7967" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0ba2b06859aeb0fe.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0ba2b06859aeb0fe.sql new file mode 100644 index 0000000000000000000000000000000000000000..4050992f9e48c065ed31728ef6a4f816f1ba08bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0ba2b06859aeb0fe.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_0ba2b06859aeb0fe +-- problem_id: v2p_n11_562e5a3adbadf1a5 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("2.6449" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("-8.2027" AS REAL) >= 10.94705 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0d481f0b95f76201.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0d481f0b95f76201.sql new file mode 100644 index 0000000000000000000000000000000000000000..64ead033deb8387e8288973d0bec07dd7e8d4fb3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0d481f0b95f76201.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_0d481f0b95f76201 +-- problem_id: v2p_n11_1691aff07f4b7578 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "22.011", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "22.011" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0eecf3f0accf7fa2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0eecf3f0accf7fa2.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ba100308bcb68269192d5781dfd693428ebd044 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0eecf3f0accf7fa2.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_0eecf3f0accf7fa2 +-- problem_id: v2p_n11_10dbd70be76e88dd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g" AS "group_col", + CAST("22.011" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("22.011" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" = 'g' + AND "22.011" IS NOT NULL +), "picked" AS ( + SELECT + "group_col", + "measure_value" + FROM "ranked" + WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) +) +SELECT + "base"."g", + "picked"."measure_value" AS "conditional_percentile" +FROM ( + SELECT DISTINCT "g" + FROM "n11" +) AS "base" +LEFT JOIN "picked" + ON "base"."g" = "picked"."group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0faf9bbdbfac0daf.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0faf9bbdbfac0daf.sql new file mode 100644 index 0000000000000000000000000000000000000000..a3f491cef200ab9ef7910f14c1c864bf794aa41f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0faf9bbdbfac0daf.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_0faf9bbdbfac0daf +-- problem_id: v2p_n11_3921ac6f8b74f59f +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("40.092" AS REAL) <= 45.8841 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0fbd5a1241de8602.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0fbd5a1241de8602.sql new file mode 100644 index 0000000000000000000000000000000000000000..a3d5fa67635f0a3b5fd7ac6d3717abc6da9b004e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_0fbd5a1241de8602.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_0fbd5a1241de8602 +-- problem_id: v2p_n11_a533f6d4ef9c76c4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "2.6449", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "2.6449" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_107e6d1f071f878a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_107e6d1f071f878a.sql new file mode 100644 index 0000000000000000000000000000000000000000..cab41e01c648dce73ec960c266c9e0410e1b7617 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_107e6d1f071f878a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_107e6d1f071f878a +-- problem_id: v2p_n11_20b8c79a8e4972f8 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("-8.2027" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_10f39a6cc3c04775.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_10f39a6cc3c04775.sql new file mode 100644 index 0000000000000000000000000000000000000000..8e23b907c10752adffab1e4a7a28ee479024cac6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_10f39a6cc3c04775.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_10f39a6cc3c04775 +-- problem_id: v2p_n11_2ab61b892f997182 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("40.092" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_1143246e39a5afcc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_1143246e39a5afcc.sql new file mode 100644 index 0000000000000000000000000000000000000000..154f5c88e4c192d93401adac2090e668c3c46213 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_1143246e39a5afcc.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_1143246e39a5afcc +-- problem_id: v2p_n11_daea8caca3087def +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_134b8bde15d4f0f8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_134b8bde15d4f0f8.sql new file mode 100644 index 0000000000000000000000000000000000000000..43635abe05c1dfb9faed6ab733795672b8bd78a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_134b8bde15d4f0f8.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n11_134b8bde15d4f0f8 +-- problem_id: v2p_n11_ec05f49b5f2733d3 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("28.7967" AS REAL) AS measure_col, + ROW_NUMBER() OVER (ORDER BY CAST("28.7967" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n11" + WHERE CAST("22.011" AS REAL) >= 35.8441 +) +SELECT AVG(measure_col) AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_13f75a9fc566cc41.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_13f75a9fc566cc41.sql new file mode 100644 index 0000000000000000000000000000000000000000..361f6c6cf03f6b3d37b6423cb0b8a81688d92df0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_13f75a9fc566cc41.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_13f75a9fc566cc41 +-- problem_id: v2p_n11_cb7c9942d84221ce +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("81.8828" AS REAL) <= 240.56455 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_15837ecb651b70c9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_15837ecb651b70c9.sql new file mode 100644 index 0000000000000000000000000000000000000000..bfe4924a4f4dbddc3506dc026b6b11b40850873d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_15837ecb651b70c9.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_15837ecb651b70c9 +-- problem_id: v2p_n11_1a4b0b001b25555b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "27.7004", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "27.7004" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_1b9e351363000070.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_1b9e351363000070.sql new file mode 100644 index 0000000000000000000000000000000000000000..352958d0ac8373960ea5e6d6e156e9fc567f9682 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_1b9e351363000070.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_1b9e351363000070 +-- problem_id: v2p_n11_e7e343e05e8a39ca +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "81.8828", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "81.8828" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_21b2201170ec17cb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_21b2201170ec17cb.sql new file mode 100644 index 0000000000000000000000000000000000000000..9bcedcadd1f33856598ae84e02ef1e51527d0dbd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_21b2201170ec17cb.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_21b2201170ec17cb +-- problem_id: v2p_n11_7d2c26ad271c5e28 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("22.011" AS REAL) <= 35.8441 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_21ed36862e451c70.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_21ed36862e451c70.sql new file mode 100644 index 0000000000000000000000000000000000000000..8735840cc7b17207209321c9a882994b12a3bf8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_21ed36862e451c70.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n11_21ed36862e451c70 +-- problem_id: v2p_n11_aa5a23fdbc0a5422 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("22.011" AS REAL) < -5.115828 THEN 'low' + WHEN CAST("22.011" AS REAL) < 24.862676 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("22.011" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_220ffe194cd154dd.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_220ffe194cd154dd.sql new file mode 100644 index 0000000000000000000000000000000000000000..7810f9a7e6617af4a0969a08db655b7a07db4467 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_220ffe194cd154dd.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_220ffe194cd154dd +-- problem_id: v2p_n11_078c39ab5b50d655 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.1982" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("27.7004" AS REAL) >= 24.06035 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_22dc5fdb7ea59282.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_22dc5fdb7ea59282.sql new file mode 100644 index 0000000000000000000000000000000000000000..8be0addfbe700053f07222d1c62f73b0e4a4dfeb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_22dc5fdb7ea59282.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_22dc5fdb7ea59282 +-- problem_id: v2p_n11_25296b6e3f948a99 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "-8.2027", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "-8.2027" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_233ba9f1ecf1768e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_233ba9f1ecf1768e.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ce1359ae5722d59658c6c7b9fd686c8ddcaa3fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_233ba9f1ecf1768e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_233ba9f1ecf1768e +-- problem_id: v2p_n11_9c64ee6a5e3f5cb2 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_256c4a6d1bf07a15.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_256c4a6d1bf07a15.sql new file mode 100644 index 0000000000000000000000000000000000000000..eeba3b0d8b0c93aacd694441e4875d436ef725ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_256c4a6d1bf07a15.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_256c4a6d1bf07a15 +-- problem_id: v2p_n11_a33db32fd68960bf +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "g" AS "group_value", + CAST("28.7967" AS REAL) AS "measure_value" + FROM "n11" + WHERE "g" = 'g' + AND "28.7967" IS NOT NULL +), "ranked" AS ( + SELECT + "group_value", + "measure_value", + ROW_NUMBER() OVER (PARTITION BY "group_value" ORDER BY "measure_value") AS "rn", + COUNT(*) OVER (PARTITION BY "group_value") AS "cnt" + FROM "filtered" +), "p95" AS ( + SELECT + "group_value", + "measure_value" AS "conditional_percentile" + FROM "ranked" + WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) +) +SELECT + base."g", + p95."conditional_percentile" +FROM (SELECT DISTINCT "g" FROM "n11") AS base +LEFT JOIN "p95" AS p95 + ON base."g" = p95."group_value" +ORDER BY p95."conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_277e74d130609ba5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_277e74d130609ba5.sql new file mode 100644 index 0000000000000000000000000000000000000000..aea25072c4c3c373353b2913be68d138aa1be7ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_277e74d130609ba5.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n11_277e74d130609ba5 +-- problem_id: v2p_n11_db44494501dc130a +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("40.092" AS REAL) < 8.42788 THEN 'low' + WHEN CAST("40.092" AS REAL) < 33.58614 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("40.092" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_287a3c718d8d2981.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_287a3c718d8d2981.sql new file mode 100644 index 0000000000000000000000000000000000000000..850d00ded35eea40e3ee4c6247c6a77ba328c770 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_287a3c718d8d2981.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n11_287a3c718d8d2981 +-- problem_id: v2p_n11_aa731e4f6c1e7ca1 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("81.8828" AS REAL) < 160.037652 THEN 'low' + WHEN CAST("81.8828" AS REAL) < 221.784256 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("81.8828" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_2a8ebc76fdf90de2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_2a8ebc76fdf90de2.sql new file mode 100644 index 0000000000000000000000000000000000000000..37f2926302f439338fe65d4071fe580b47806920 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_2a8ebc76fdf90de2.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n11_2a8ebc76fdf90de2 +-- problem_id: v2p_n11_497f72b9483bbb2e +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("-8.2027" AS REAL) < -8.616838 THEN 'low' + WHEN CAST("-8.2027" AS REAL) < 8.481388 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("-8.2027" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_2bd01c3e9acc8e31.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_2bd01c3e9acc8e31.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba1cfa7d63d107c59a59026d419feb8933e30643 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_2bd01c3e9acc8e31.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_2bd01c3e9acc8e31 +-- problem_id: v2p_n11_c0f27be12d810ee2 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("16.0021" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_2e685646cc46a0e0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_2e685646cc46a0e0.sql new file mode 100644 index 0000000000000000000000000000000000000000..b15fab3c1984a91b7e6c9067bf6d33b36396ae9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_2e685646cc46a0e0.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n11_2e685646cc46a0e0 +-- problem_id: v2p_n11_b78e76e1be0866f7 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("2.6449" AS REAL) AS "2.6449", + ROW_NUMBER() OVER (ORDER BY CAST("2.6449" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n11" + WHERE CAST("40.092" AS REAL) >= 45.8841 +) +SELECT AVG("2.6449") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_2f5090861e2a3547.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_2f5090861e2a3547.sql new file mode 100644 index 0000000000000000000000000000000000000000..1bf7857bd4f5b958aff38a97a6dbf8df53b5fb1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_2f5090861e2a3547.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_2f5090861e2a3547 +-- problem_id: v2p_n11_c23d9b61c49b53ef +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("2.6449" AS REAL) <= 3.1016 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_303c2c8539a5018d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_303c2c8539a5018d.sql new file mode 100644 index 0000000000000000000000000000000000000000..7280d4143f6df120725dcf1eaac66569f4ec8386 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_303c2c8539a5018d.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_303c2c8539a5018d +-- problem_id: v2p_n11_b268d0b92e4c3183 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("40.092" AS REAL)) AS total_measure +FROM "n11" +WHERE "g" = 'g' +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_305b68808d93416d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_305b68808d93416d.sql new file mode 100644 index 0000000000000000000000000000000000000000..a52534bc773d61d174ae63aa1220a98ac9f961fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_305b68808d93416d.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n11_305b68808d93416d +-- problem_id: v2p_n11_8cf9d0b128e222d4 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("2.6449" AS REAL) < 2.5599 THEN 'low' + WHEN CAST("2.6449" AS REAL) < 2.9462 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("2.6449" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_309a9718e86e9ac7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_309a9718e86e9ac7.sql new file mode 100644 index 0000000000000000000000000000000000000000..17fcc28298fe76e62c3158579d902da5371f25b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_309a9718e86e9ac7.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_309a9718e86e9ac7 +-- problem_id: v2p_n11_29d6ed9d9c7e00b7 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_32332404f0e0f262.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_32332404f0e0f262.sql new file mode 100644 index 0000000000000000000000000000000000000000..b9e4fead0b1b3fdfc5791be687a9a9472e026683 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_32332404f0e0f262.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_32332404f0e0f262 +-- problem_id: v2p_n11_adef8212b80d3f61 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("0.1982" AS REAL) <= 0.28525 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_32933788fed489a0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_32933788fed489a0.sql new file mode 100644 index 0000000000000000000000000000000000000000..b9f4c658d80f05457162fcaa6794ff30a58e1a98 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_32933788fed489a0.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_32933788fed489a0 +-- problem_id: v2p_n11_8dc867ed28b12a4f +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("22.011" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_3b498e55f52ce049.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_3b498e55f52ce049.sql new file mode 100644 index 0000000000000000000000000000000000000000..a649be95f18945f760b46156f47a29e637fc0ad8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_3b498e55f52ce049.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_3b498e55f52ce049 +-- problem_id: v2p_n11_82f37b3d275b2bd7 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_3cc0f7e86cdeae09.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_3cc0f7e86cdeae09.sql new file mode 100644 index 0000000000000000000000000000000000000000..cfbc0307093b702d7941b0a5bf513f5b77a911c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_3cc0f7e86cdeae09.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_3cc0f7e86cdeae09 +-- problem_id: v2p_n11_99fbb949e818f529 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "40.092", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "40.092" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_3fa11a9cdaf5cdf9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_3fa11a9cdaf5cdf9.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed8e07e75934491fbd21d20b63c82e292c96d181 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_3fa11a9cdaf5cdf9.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_3fa11a9cdaf5cdf9 +-- problem_id: v2p_n11_0e32a6046b3c8a42 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT CAST("0.3918" AS REAL) AS "0.3918", + NTILE(10) OVER (ORDER BY CAST("0.3918" AS REAL) DESC) AS "tail_bucket" + FROM "n11" +) +SELECT "0.3918" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "0.3918" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_401e73a530d7f293.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_401e73a530d7f293.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a6e61ef0600805da3befce85bfbfd8e506e4967 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_401e73a530d7f293.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n11_401e73a530d7f293 +-- problem_id: v2p_n11_e19b59159aeebca4 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("40.092" AS REAL)) AS total_measure + FROM "n11" + GROUP BY "g" +) +SELECT "g", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "g"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_41b8bcbfcb38ac20.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_41b8bcbfcb38ac20.sql new file mode 100644 index 0000000000000000000000000000000000000000..02cc62b004f6f4e05bdebb8184ca165f30d4566c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_41b8bcbfcb38ac20.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_41b8bcbfcb38ac20 +-- problem_id: v2p_n11_c55c1a3e08bd7507 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "-8.2027", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "-8.2027" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_424a1006cb2bea04.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_424a1006cb2bea04.sql new file mode 100644 index 0000000000000000000000000000000000000000..3942705491ba104ec333d74e466179ce4a39fc5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_424a1006cb2bea04.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_424a1006cb2bea04 +-- problem_id: v2p_n11_923a71cf77378870 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "16.0021", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "16.0021" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_427295327b4cffcc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_427295327b4cffcc.sql new file mode 100644 index 0000000000000000000000000000000000000000..d96703d248c3bfd535897aec5335d5d80744efbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_427295327b4cffcc.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n11_427295327b4cffcc +-- problem_id: v2p_n11_743a2e820d55e617 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("16.0021" AS REAL)) AS total_measure + FROM "n11" + GROUP BY "g" +) +SELECT "g", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "g"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_44fe509a581eaefe.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_44fe509a581eaefe.sql new file mode 100644 index 0000000000000000000000000000000000000000..1dde7e53ade37d2d24602e37214fa8c17f16583a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_44fe509a581eaefe.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_44fe509a581eaefe +-- problem_id: v2p_n11_4848690a00ddcd97 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "27.7004", + NTILE(10) OVER (ORDER BY CAST("27.7004" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "27.7004" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("27.7004" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_479395038bf9ab29.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_479395038bf9ab29.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6e38435a29649f7566b1c2fbb31a18706921d05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_479395038bf9ab29.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_479395038bf9ab29 +-- problem_id: v2p_n11_6631a45c7f807159 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("2.6449" AS REAL) AS "2.6449", + NTILE(10) OVER (ORDER BY CAST("2.6449" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "2.6449" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "2.6449" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_479b542a3d879209.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_479b542a3d879209.sql new file mode 100644 index 0000000000000000000000000000000000000000..2bbe045a368e023bd6fda6b156fef4ac3b0ebaa9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_479b542a3d879209.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_479b542a3d879209 +-- problem_id: v2p_n11_e9a326cfa2efe01e +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("81.8828" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("0.1982" AS REAL) >= 0.28525 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_49ae8090d115bc9f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_49ae8090d115bc9f.sql new file mode 100644 index 0000000000000000000000000000000000000000..5cd4547ac938f79f9922aef165f8796f91d39324 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_49ae8090d115bc9f.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_49ae8090d115bc9f +-- problem_id: v2p_n11_d2d8dc398d7427c8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.1982", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "0.1982" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_4df44f869c59ad2f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_4df44f869c59ad2f.sql new file mode 100644 index 0000000000000000000000000000000000000000..f332f8e90108319019bae3b243939bfee3b4d162 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_4df44f869c59ad2f.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n11_4df44f869c59ad2f +-- problem_id: v2p_n11_dac29ead66df4f08 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("0.1982" AS REAL) AS measure_col, + ROW_NUMBER() OVER (ORDER BY CAST("0.1982" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n11" + WHERE "g" = 'g' +) +SELECT AVG(measure_col) AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_4e32c035b39ea62b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_4e32c035b39ea62b.sql new file mode 100644 index 0000000000000000000000000000000000000000..6fca9e0b59813436cbaaae49161c53f3d419baee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_4e32c035b39ea62b.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_4e32c035b39ea62b +-- problem_id: v2p_n11_7c5c074e4d357691 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("-8.2027" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("81.8828" AS REAL) >= 240.56455 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_510a8e30664c2029.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_510a8e30664c2029.sql new file mode 100644 index 0000000000000000000000000000000000000000..f5758af40acccd77fe72f489584e1c57175f94fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_510a8e30664c2029.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_510a8e30664c2029 +-- problem_id: v2p_n11_7cc9f3a4c8181206 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.1982", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "0.1982" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_52f3a8b3c8334e78.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_52f3a8b3c8334e78.sql new file mode 100644 index 0000000000000000000000000000000000000000..b6502bb115a69faee6c04233c73c64e4b8bd1d3c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_52f3a8b3c8334e78.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_52f3a8b3c8334e78 +-- problem_id: v2p_n11_dc8570636e47c267 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_530ce603899c22aa.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_530ce603899c22aa.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac5a1d7184cd3349f08f8b9416c66498792f5615 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_530ce603899c22aa.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_530ce603899c22aa +-- problem_id: v2p_n11_7a575b48178cbb0a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("27.7004" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_55e02af1474298a2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_55e02af1474298a2.sql new file mode 100644 index 0000000000000000000000000000000000000000..5dcc9a46988d2e6e8bdf620e13938cf964cda2a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_55e02af1474298a2.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_55e02af1474298a2 +-- problem_id: v2p_n11_57c45b17fe6a2d18 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_581923cdfb8a948e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_581923cdfb8a948e.sql new file mode 100644 index 0000000000000000000000000000000000000000..32808b3fe8aab946dec81e60a589285feb3fa555 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_581923cdfb8a948e.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n11_581923cdfb8a948e +-- problem_id: v2p_n11_55faa54bd3014233 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("2.6449" AS REAL) < 2.5599 THEN 'low' + WHEN CAST("2.6449" AS REAL) < 2.9462 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("2.6449" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_590e71fa300e50ac.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_590e71fa300e50ac.sql new file mode 100644 index 0000000000000000000000000000000000000000..120ee4dd79067fa9a2ac0fe1a6a107e4a6ffbdc9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_590e71fa300e50ac.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_590e71fa300e50ac +-- problem_id: v2p_n11_2b39d1441ae2df76 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_5a82747b79ad20f3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_5a82747b79ad20f3.sql new file mode 100644 index 0000000000000000000000000000000000000000..bbd2524c4321d9507e4699243d319a4d056e48da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_5a82747b79ad20f3.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n11_5a82747b79ad20f3 +-- problem_id: v2p_n11_afa89507a2d109b5 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("40.092" AS REAL) AS measure_value, + ROW_NUMBER() OVER (ORDER BY CAST("40.092" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n11" + WHERE CAST("0.1982" AS REAL) >= 0.28525 +) +SELECT AVG(measure_value) AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_5baf904ce10d55ca.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_5baf904ce10d55ca.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ed7c0ff07f196db53d23fee7ae10a094666eb41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_5baf904ce10d55ca.sql @@ -0,0 +1,49 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_5baf904ce10d55ca +-- problem_id: v2p_n11_b8d393a736ecd87b +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "g", + CAST("16.0021" AS REAL) AS "measure" + FROM "n11" + WHERE "g" = 'g' + AND "16.0021" IS NOT NULL +), "ranked" AS ( + SELECT + "g", + "measure", + ROW_NUMBER() OVER (PARTITION BY "g" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "filtered" +), "picked" AS ( + SELECT + "g", + "measure", + "rn", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "g", + MAX(CASE WHEN "rn" = "target_rn" THEN "measure" END) AS "conditional_percentile" +FROM "picked" +GROUP BY "g" +UNION ALL +SELECT + "g" AS "g", + NULL AS "conditional_percentile" +FROM "n11" +WHERE "g" <> 'g' +GROUP BY "g" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_5d98f633e1355e7b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_5d98f633e1355e7b.sql new file mode 100644 index 0000000000000000000000000000000000000000..c90188579db8fbc5b3c9994289fefe56d117c381 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_5d98f633e1355e7b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_5d98f633e1355e7b +-- problem_id: v2p_n11_ecbfbe8ead80a8ce +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_5df07de5e0960b7a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_5df07de5e0960b7a.sql new file mode 100644 index 0000000000000000000000000000000000000000..4bceb244793e3cf54aa23e4a0de5451f45d9356a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_5df07de5e0960b7a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_5df07de5e0960b7a +-- problem_id: v2p_n11_ad0ea2ce438323a1 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("16.0021" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_60da9deed17938cc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_60da9deed17938cc.sql new file mode 100644 index 0000000000000000000000000000000000000000..205ac2ae65d5ed9b951c3a4ff99bcee012aa7405 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_60da9deed17938cc.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_60da9deed17938cc +-- problem_id: v2p_n11_911d2e5a02e86577 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "-8.2027", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "-8.2027" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_61d2011612d48f4e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_61d2011612d48f4e.sql new file mode 100644 index 0000000000000000000000000000000000000000..3e04c76125a49337356e2642862e5f9a360e25e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_61d2011612d48f4e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_61d2011612d48f4e +-- problem_id: v2p_n11_d5e105d7b2afd618 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_637153437e438336.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_637153437e438336.sql new file mode 100644 index 0000000000000000000000000000000000000000..6fe16647e96b107041fb4519f5adc12b23fccb3c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_637153437e438336.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_637153437e438336 +-- problem_id: v2p_n11_bf0e003bed4e7b7e +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("-8.2027" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("2.6449" AS REAL) >= 3.1016 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_65d1dc95adf00644.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_65d1dc95adf00644.sql new file mode 100644 index 0000000000000000000000000000000000000000..4ff8c96bf6ebea9f69786aa2542ca433d5358c2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_65d1dc95adf00644.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_65d1dc95adf00644 +-- problem_id: v2p_n11_353969ad46072068 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("22.011" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("16.0021" AS REAL) >= 24.73995 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_6604369ea2f683a7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_6604369ea2f683a7.sql new file mode 100644 index 0000000000000000000000000000000000000000..f3e5b163e6cef3788ad86c903a1ee219505bd639 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_6604369ea2f683a7.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n11_6604369ea2f683a7 +-- problem_id: v2p_n11_9b0988138766b1d0 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("22.011" AS REAL) < -5.115828 THEN 'low' + WHEN CAST("22.011" AS REAL) < 24.862676 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("22.011" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_66eef91728557dc8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_66eef91728557dc8.sql new file mode 100644 index 0000000000000000000000000000000000000000..1d32249e4751cb29165549fbbd943f2db79fe220 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_66eef91728557dc8.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_66eef91728557dc8 +-- problem_id: v2p_n11_3d824d7dfcb54445 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("22.011" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_681b0a01578790f5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_681b0a01578790f5.sql new file mode 100644 index 0000000000000000000000000000000000000000..62b4f5f12ba3e1a1b2b8dec1c60459069d330aaf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_681b0a01578790f5.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_681b0a01578790f5 +-- problem_id: v2p_n11_9016cc395670cc7f +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("-8.2027" AS REAL) <= 10.94705 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_68cee2ae19520420.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_68cee2ae19520420.sql new file mode 100644 index 0000000000000000000000000000000000000000..c4de0564f5924eaad252de297f960d99e1e5556b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_68cee2ae19520420.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_68cee2ae19520420 +-- problem_id: v2p_n11_2d7d01e0a32c2144 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("27.7004" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_690246dbb967d3e4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_690246dbb967d3e4.sql new file mode 100644 index 0000000000000000000000000000000000000000..1032eb0c7ba9ee9ad89b1b16d706f600913b24b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_690246dbb967d3e4.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_690246dbb967d3e4 +-- problem_id: v2p_n11_4064bee38afb965b +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("16.0021" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_6a494348ae4d5e90.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_6a494348ae4d5e90.sql new file mode 100644 index 0000000000000000000000000000000000000000..bdaefe0ff5c3256c63cd9e8ae0318716e2412bd4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_6a494348ae4d5e90.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_6a494348ae4d5e90 +-- problem_id: v2p_n11_08f27c998fdd68cf +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("27.7004" AS REAL)) AS total_measure +FROM "n11" +WHERE "g" = 'h' +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_6abe60a02856630f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_6abe60a02856630f.sql new file mode 100644 index 0000000000000000000000000000000000000000..e26e1b3446bdd98c297d015824d3277b3c084ba4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_6abe60a02856630f.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_6abe60a02856630f +-- problem_id: v2p_n11_426d615ebe251b6d +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("22.011" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("40.092" AS REAL) >= 45.8841 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_6bb600a5c980b4ce.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_6bb600a5c980b4ce.sql new file mode 100644 index 0000000000000000000000000000000000000000..790f50da89f2e3fefb32804c45d8b1c80b7d757f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_6bb600a5c980b4ce.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_6bb600a5c980b4ce +-- problem_id: v2p_n11_6e6efb6be9ddedf1 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("81.8828" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("28.7967" AS REAL) >= 70.12685 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_6d3301ffad7d3256.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_6d3301ffad7d3256.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2efd049418562315a11cd41eb950c0ee0bbe571 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_6d3301ffad7d3256.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_6d3301ffad7d3256 +-- problem_id: v2p_n11_72ef35812158bfcc +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_6fefd6e0cce8f3eb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_6fefd6e0cce8f3eb.sql new file mode 100644 index 0000000000000000000000000000000000000000..36b83e39e9c4dc0b75ce865a7a8fe6f3e37e5d39 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_6fefd6e0cce8f3eb.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_6fefd6e0cce8f3eb +-- problem_id: v2p_n11_a20d237fcd6d5290 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "16.0021", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "16.0021" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_700bfd4039e082f5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_700bfd4039e082f5.sql new file mode 100644 index 0000000000000000000000000000000000000000..15bdec6b28f58dfc9e6d311a1677fe62753c27c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_700bfd4039e082f5.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n11_700bfd4039e082f5 +-- problem_id: v2p_n11_2989fd30ea0d8a8e +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("40.092" AS REAL)) AS total_measure + FROM "n11" + GROUP BY "g" +) +SELECT "g", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "g"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_7044511c4039fe47.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_7044511c4039fe47.sql new file mode 100644 index 0000000000000000000000000000000000000000..042c8befad19360e60de61a2f1865178a1862ef1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_7044511c4039fe47.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_7044511c4039fe47 +-- problem_id: v2p_n11_3180eb331ba8381d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "81.8828", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "81.8828" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_714de7e05d1f064a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_714de7e05d1f064a.sql new file mode 100644 index 0000000000000000000000000000000000000000..5934e525791af2437bb96369bdd8425383950f41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_714de7e05d1f064a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_714de7e05d1f064a +-- problem_id: v2p_n11_b76ec1d002235dc4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "2.6449", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "2.6449" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_71e484d9e2f7d5ea.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_71e484d9e2f7d5ea.sql new file mode 100644 index 0000000000000000000000000000000000000000..7e66cb3e15e918de4d59f8e47a192c13ebfe5d90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_71e484d9e2f7d5ea.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_71e484d9e2f7d5ea +-- problem_id: v2p_n11_ade7d23f6552d668 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_727f54cc8b6ec29a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_727f54cc8b6ec29a.sql new file mode 100644 index 0000000000000000000000000000000000000000..9ddb3479d1431b60c12da7eaa3abfd379cf7deb5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_727f54cc8b6ec29a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_727f54cc8b6ec29a +-- problem_id: v2p_n11_a9e0201fc24dcebc +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "81.8828", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "81.8828" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_733c42a8e4902a4c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_733c42a8e4902a4c.sql new file mode 100644 index 0000000000000000000000000000000000000000..a804ec2e82525dc27bada6e206c35c93946d17b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_733c42a8e4902a4c.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n11_733c42a8e4902a4c +-- problem_id: v2p_n11_22c0998e3bdec205 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("0.3918" AS REAL) < 0.273 THEN 'low' + WHEN CAST("0.3918" AS REAL) < 0.4424 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("0.3918" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_739e24f9750f2c9f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_739e24f9750f2c9f.sql new file mode 100644 index 0000000000000000000000000000000000000000..ae1beea42e539d8fd29f61796d8a9e351d97923a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_739e24f9750f2c9f.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n11_739e24f9750f2c9f +-- problem_id: v2p_n11_90aec753c050ca2d +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("0.3918" AS REAL) AS "0.3918", + ROW_NUMBER() OVER (ORDER BY CAST("0.3918" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n11" + WHERE CAST("81.8828" AS REAL) >= 240.56455 +) +SELECT AVG("0.3918") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_7436303fd523fc67.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_7436303fd523fc67.sql new file mode 100644 index 0000000000000000000000000000000000000000..891e236ac927d23cce2d368414aae1af35dd3aac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_7436303fd523fc67.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_7436303fd523fc67 +-- problem_id: v2p_n11_b4ba8ad28c57f2af +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_794b40d893405c53.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_794b40d893405c53.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b69045319d359834b85dc27bd0730cc4648f753 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_794b40d893405c53.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_794b40d893405c53 +-- problem_id: v2p_n11_5878dee2de17348f +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("27.7004" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("22.011" AS REAL) >= 35.8441 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_7d1679041169db75.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_7d1679041169db75.sql new file mode 100644 index 0000000000000000000000000000000000000000..d796da65810ae4d7efa1ae576d2a6d91f17c051d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_7d1679041169db75.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_7d1679041169db75 +-- problem_id: v2p_n11_861cba7c69df5bea +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_7d2e6e2a116d6bb6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_7d2e6e2a116d6bb6.sql new file mode 100644 index 0000000000000000000000000000000000000000..588cdeee03bf18f7153a66107cbf82d8f1d5f545 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_7d2e6e2a116d6bb6.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_7d2e6e2a116d6bb6 +-- problem_id: v2p_n11_6e30081d47412d6a +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_7d44091665b2d53c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_7d44091665b2d53c.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd12b8e87dae96e8faf1cbfb2853816826e68454 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_7d44091665b2d53c.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_7d44091665b2d53c +-- problem_id: v2p_n11_15155852e7b9a196 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "-8.2027", + NTILE(10) OVER (ORDER BY CAST("-8.2027" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "-8.2027" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("-8.2027" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_7e7c03ba345b28d8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_7e7c03ba345b28d8.sql new file mode 100644 index 0000000000000000000000000000000000000000..257acafe3b6071c0f610a0ef06ae38232ba44b17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_7e7c03ba345b28d8.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n11_7e7c03ba345b28d8 +-- problem_id: v2p_n11_7dfae7493eb8d532 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("28.7967" AS REAL) AS "28.7967", + ROW_NUMBER() OVER (ORDER BY CAST("28.7967" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n11" + WHERE "g" = 'g' +) +SELECT AVG("28.7967") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_80d57614ca1ed651.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_80d57614ca1ed651.sql new file mode 100644 index 0000000000000000000000000000000000000000..5e291dfcf3f58ab1327e09ce9cb4c493223f896f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_80d57614ca1ed651.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n11_80d57614ca1ed651 +-- problem_id: v2p_n11_860834bd2a329987 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("16.0021" AS REAL) AS measure_col, + ROW_NUMBER() OVER (ORDER BY CAST("16.0021" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n11" + WHERE CAST("-8.2027" AS REAL) >= 10.94705 +) +SELECT AVG(measure_col) AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_8155a3c6bfb16b4b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_8155a3c6bfb16b4b.sql new file mode 100644 index 0000000000000000000000000000000000000000..b321c635e38236dc7d1c49baf2847858a3ad9625 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_8155a3c6bfb16b4b.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_8155a3c6bfb16b4b +-- problem_id: v2p_n11_917577df5d1de308 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("27.7004" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_8172961f009749c1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_8172961f009749c1.sql new file mode 100644 index 0000000000000000000000000000000000000000..f816fc9bdc1ae8b6e33dcea70d3ce0d70dd5557e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_8172961f009749c1.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_n11_8172961f009749c1 +-- problem_id: v2p_n11_4c674b22049ac57b +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "g" AS value_label, COUNT(*) AS support + FROM "n11" + GROUP BY "g" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_8202696d35efb411.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_8202696d35efb411.sql new file mode 100644 index 0000000000000000000000000000000000000000..2cf48aa6f398c5e726b6b34fb7c9b3b97a0880c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_8202696d35efb411.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_8202696d35efb411 +-- problem_id: v2p_n11_b55fb02bcfb6cf41 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("27.7004" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_82e6895bd336420e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_82e6895bd336420e.sql new file mode 100644 index 0000000000000000000000000000000000000000..d64fbfadc4107073d6db266eff3d40d753f51b9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_82e6895bd336420e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_82e6895bd336420e +-- problem_id: v2p_n11_04c2854efa98f4e7 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_8496a5d4771e39e9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_8496a5d4771e39e9.sql new file mode 100644 index 0000000000000000000000000000000000000000..8f74a630857987395268598b5848b49ce058dd80 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_8496a5d4771e39e9.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_8496a5d4771e39e9 +-- problem_id: v2p_n11_ddef507aac7f8499 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("-8.2027" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_84d6784233f855df.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_84d6784233f855df.sql new file mode 100644 index 0000000000000000000000000000000000000000..f683daabcf3310163d706d6533098a671dc923dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_84d6784233f855df.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n11_84d6784233f855df +-- problem_id: v2p_n11_928f072af6f4cf94 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("16.0021" AS REAL) < 13.356542 THEN 'low' + WHEN CAST("16.0021" AS REAL) < 21.318232 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("16.0021" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_85928751aa3d60c0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_85928751aa3d60c0.sql new file mode 100644 index 0000000000000000000000000000000000000000..124cd733bb7f9d5c706412f6275cc57225c6cf81 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_85928751aa3d60c0.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_85928751aa3d60c0 +-- problem_id: v2p_n11_6ae48eb23fc2e782 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.3918", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "0.3918" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_85d4888c96607f4d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_85d4888c96607f4d.sql new file mode 100644 index 0000000000000000000000000000000000000000..a396010d338cc49ee4c8719ea998ba7ed0682af8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_85d4888c96607f4d.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n11_85d4888c96607f4d +-- problem_id: v2p_n11_ec303b85b987ad8c +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("81.8828" AS REAL)) AS total_measure + FROM "n11" + GROUP BY "g" +) +SELECT "g", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "g"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_8634aea61e2e7044.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_8634aea61e2e7044.sql new file mode 100644 index 0000000000000000000000000000000000000000..46269473578f85d596205c185769506e9befde38 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_8634aea61e2e7044.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_8634aea61e2e7044 +-- problem_id: v2p_n11_0c9db7d3754193a7 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "n11" +GROUP BY "g" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_893e2d9e398c2b47.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_893e2d9e398c2b47.sql new file mode 100644 index 0000000000000000000000000000000000000000..0aee387b67a721301b6b359aca38926e09d14c97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_893e2d9e398c2b47.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_893e2d9e398c2b47 +-- problem_id: v2p_n11_a0eae4f899cf8262 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("0.1982" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_8b6d825bf49bb45a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_8b6d825bf49bb45a.sql new file mode 100644 index 0000000000000000000000000000000000000000..37707302f4df31d240df92979883c0690a40448e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_8b6d825bf49bb45a.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_8b6d825bf49bb45a +-- problem_id: v2p_n11_81ef8388ec5e3ec6 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "g" + FROM "n11" +), +"ranked" AS ( + SELECT + "g", + CAST("2.6449" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("2.6449" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" = 'g' + AND "2.6449" IS NOT NULL +) +SELECT + "groups"."g", + MAX("ranked"."measure_value") AS "conditional_percentile" +FROM "groups" +LEFT JOIN "ranked" + ON "groups"."g" = "ranked"."g" + AND "ranked"."rn" >= CAST(0.95 * "ranked"."cnt" AS INTEGER) +GROUP BY "groups"."g" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_8d7a922d8f71cd5e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_8d7a922d8f71cd5e.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce9186bd6976e22bb5f896a31bfa4e21fbfffb73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_8d7a922d8f71cd5e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_8d7a922d8f71cd5e +-- problem_id: v2p_n11_a5e974f0b958ca0d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "27.7004", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "27.7004" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_90ce5ffb2b0fc505.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_90ce5ffb2b0fc505.sql new file mode 100644 index 0000000000000000000000000000000000000000..35021a0ac27c5b674ee31d59cb8118774d1e63a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_90ce5ffb2b0fc505.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n11_90ce5ffb2b0fc505 +-- problem_id: v2p_n11_8f9c626e2e9e6f34 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("81.8828" AS REAL) AS "81.8828", + ROW_NUMBER() OVER (ORDER BY CAST("81.8828" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n11" + WHERE CAST("27.7004" AS REAL) >= 24.06035 +) +SELECT AVG("81.8828") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_911491806429624c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_911491806429624c.sql new file mode 100644 index 0000000000000000000000000000000000000000..1d2dd57f95bfc031ee54b77f4ce621abc336f9a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_911491806429624c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_911491806429624c +-- problem_id: v2p_n11_2dbe7d52dde2c428 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_930433313e5309b1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_930433313e5309b1.sql new file mode 100644 index 0000000000000000000000000000000000000000..9c5ee6986341f828cd85cbd1e6e30fe7b0010c32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_930433313e5309b1.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_930433313e5309b1 +-- problem_id: v2p_n11_388f0b834545fd8e +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("2.6449" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("0.3918" AS REAL) >= 0.5037 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_94a832542d7387ae.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_94a832542d7387ae.sql new file mode 100644 index 0000000000000000000000000000000000000000..2252d5430489aa1bb45733b6e368b440a712a221 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_94a832542d7387ae.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_94a832542d7387ae +-- problem_id: v2p_n11_1b45f5fd6444d47c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.1982", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "0.1982" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_99445a0ce32c9212.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_99445a0ce32c9212.sql new file mode 100644 index 0000000000000000000000000000000000000000..9210cbe0e3536270e61d10be916e64ec047ea4c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_99445a0ce32c9212.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_99445a0ce32c9212 +-- problem_id: v2p_n11_8dcc7a8b314ed3d4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.3918", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "0.3918" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_9a1ffeacbf923f4d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_9a1ffeacbf923f4d.sql new file mode 100644 index 0000000000000000000000000000000000000000..58f9d4e348ea2d1517282457b6abe644b2a829d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_9a1ffeacbf923f4d.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n11_9a1ffeacbf923f4d +-- problem_id: v2p_n11_4e8d945a5ef1e617 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("0.3918" AS REAL)) AS total_measure + FROM "n11" + GROUP BY "g" +) +SELECT "g", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "g"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_9d3e5000ee91709e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_9d3e5000ee91709e.sql new file mode 100644 index 0000000000000000000000000000000000000000..84e9924e9b5b980b594261aa4ca62509004beef9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_9d3e5000ee91709e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_9d3e5000ee91709e +-- problem_id: v2p_n11_ca8e6cb083401014 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "22.011", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "22.011" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_9f54dcb07b4a282e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_9f54dcb07b4a282e.sql new file mode 100644 index 0000000000000000000000000000000000000000..6781fb5fd773bf050e5f932c38108b8641fb809a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_9f54dcb07b4a282e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_9f54dcb07b4a282e +-- problem_id: v2p_n11_c4827e2af512e353 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "81.8828", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "81.8828" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_9f61b37970c6e382.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_9f61b37970c6e382.sql new file mode 100644 index 0000000000000000000000000000000000000000..5178c758626cf2ada50d1c2de513dab705b15e04 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_9f61b37970c6e382.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_9f61b37970c6e382 +-- problem_id: v2p_n11_49c29b8f5b91a5d9 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_a165737dbd026176.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_a165737dbd026176.sql new file mode 100644 index 0000000000000000000000000000000000000000..07d63dd6ad29725d20875d037d02bc0e916e83ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_a165737dbd026176.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_a165737dbd026176 +-- problem_id: v2p_n11_e5285a066c65c918 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "40.092", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "40.092" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_a1b44a05e6b784ae.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_a1b44a05e6b784ae.sql new file mode 100644 index 0000000000000000000000000000000000000000..3cc8bde54db3c50536353cf679bd9e8fe974fe5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_a1b44a05e6b784ae.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_a1b44a05e6b784ae +-- problem_id: v2p_n11_2801e6545810cdfa +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("-8.2027" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_a2c1cdc30470dda5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_a2c1cdc30470dda5.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac5f862387b1611f54769ba7e26b341916e1cb9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_a2c1cdc30470dda5.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_a2c1cdc30470dda5 +-- problem_id: v2p_n11_607d8d48d901e1d3 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.3918", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "0.3918" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_a3ead6a94471bf67.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_a3ead6a94471bf67.sql new file mode 100644 index 0000000000000000000000000000000000000000..4535bb677983fd115f7a14be437de363cf0ab78e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_a3ead6a94471bf67.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n11_a3ead6a94471bf67 +-- problem_id: v2p_n11_27bc39e31f3ba0b2 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("40.092" AS REAL) AS "40.092", + ROW_NUMBER() OVER (ORDER BY CAST("40.092" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n11" + WHERE CAST("40.092" AS REAL) >= 45.8841 +) +SELECT AVG("40.092") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_a527f21214ba4792.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_a527f21214ba4792.sql new file mode 100644 index 0000000000000000000000000000000000000000..f1208af7f15a8b9afeb1cd1e8495af2eb8becb2a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_a527f21214ba4792.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n11_a527f21214ba4792 +-- problem_id: v2p_n11_84ac46f4edfeaf87 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("28.7967" AS REAL) < 27.624092 THEN 'low' + WHEN CAST("28.7967" AS REAL) < 54.689052 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("28.7967" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_a5e4b07ffc8aad23.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_a5e4b07ffc8aad23.sql new file mode 100644 index 0000000000000000000000000000000000000000..89d5750f6caa6b82a915b635cc36047df57b4f26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_a5e4b07ffc8aad23.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n11_a5e4b07ffc8aad23 +-- problem_id: v2p_n11_ef4a8488ea465534 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("40.092" AS REAL) < 8.42788 THEN 'low' + WHEN CAST("40.092" AS REAL) < 33.58614 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("40.092" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_a5ea6debf90ed4ef.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_a5ea6debf90ed4ef.sql new file mode 100644 index 0000000000000000000000000000000000000000..b85aeb61308df7b080b8d25325961411aa613f35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_a5ea6debf90ed4ef.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_a5ea6debf90ed4ef +-- problem_id: v2p_n11_707d24ac3015ea11 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "28.7967", + NTILE(10) OVER (ORDER BY CAST("28.7967" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "28.7967" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("28.7967" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_abd92e957207e4bb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_abd92e957207e4bb.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3966647c34472158d4b338b8e1ef0238d01b88c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_abd92e957207e4bb.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_abd92e957207e4bb +-- problem_id: v2p_n11_379b11ab9f13eb52 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_ae188ce730c9e33b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_ae188ce730c9e33b.sql new file mode 100644 index 0000000000000000000000000000000000000000..bd5855003871d841d26f6a0a47c8df8bee09e2ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_ae188ce730c9e33b.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_n11_ae188ce730c9e33b +-- problem_id: v2p_n11_4c5e4906d1f4fba4 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "g" AS value_label, COUNT(*) AS support + FROM "n11" + GROUP BY "g" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_b1c15934dc468cc9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_b1c15934dc468cc9.sql new file mode 100644 index 0000000000000000000000000000000000000000..4a42d3b263f0b84ee87cacbdc2e7b9f174139abd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_b1c15934dc468cc9.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_b1c15934dc468cc9 +-- problem_id: v2p_n11_7ae1244259b28a1a +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("28.7967" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_b414270f73a8e5e1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_b414270f73a8e5e1.sql new file mode 100644 index 0000000000000000000000000000000000000000..47c20125a5f164846f408ec9563405ded86d0336 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_b414270f73a8e5e1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_b414270f73a8e5e1 +-- problem_id: v2p_n11_e9282d1341083d57 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_b4dadbc0fec9a07e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_b4dadbc0fec9a07e.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac3c91bc072fec281f6fe7935f117b759c27b5d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_b4dadbc0fec9a07e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_b4dadbc0fec9a07e +-- problem_id: v2p_n11_ce147b93d4139822 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "28.7967", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "28.7967" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_b56493de957b2814.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_b56493de957b2814.sql new file mode 100644 index 0000000000000000000000000000000000000000..368363584e320c9d354f848dc8cebfd99397b6ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_b56493de957b2814.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_b56493de957b2814 +-- problem_id: v2p_n11_8949cfc61073ec8f +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_b64eb2b1b5c1632a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_b64eb2b1b5c1632a.sql new file mode 100644 index 0000000000000000000000000000000000000000..e27b99e44d0e6c576bbf1cdf8ae26390b1daf845 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_b64eb2b1b5c1632a.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_b64eb2b1b5c1632a +-- problem_id: v2p_n11_997d8669d825b331 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("27.7004" AS REAL) <= 24.06035 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_b680764e9921b7ef.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_b680764e9921b7ef.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d338172daad0eb043f37b6226393a612bbfa1a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_b680764e9921b7ef.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n11_b680764e9921b7ef +-- problem_id: v2p_n11_80c9ebc8d13824d5 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("27.7004" AS REAL)) AS total_measure + FROM "n11" + GROUP BY "g" +) +SELECT "g", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "g"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_b6ee2d5ef0d6a5c0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_b6ee2d5ef0d6a5c0.sql new file mode 100644 index 0000000000000000000000000000000000000000..26fa4038b6d00262cd258a801a9031c361edbe85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_b6ee2d5ef0d6a5c0.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n11_b6ee2d5ef0d6a5c0 +-- problem_id: v2p_n11_1eb571b8cf27590f +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("2.6449" AS REAL) AS "2.6449", + ROW_NUMBER() OVER (ORDER BY CAST("2.6449" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n11" + WHERE CAST("16.0021" AS REAL) >= 24.73995 +) +SELECT AVG("2.6449") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_b7fccd82209cb1d3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_b7fccd82209cb1d3.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ae969dcecf8162eb99ca68f093b163a8dd2529a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_b7fccd82209cb1d3.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_b7fccd82209cb1d3 +-- problem_id: v2p_n11_ae03ee25cec6f201 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("0.1982" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_ba914557ae9f0bda.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_ba914557ae9f0bda.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2e40af5af685513d45d81dcb2be6e19c147583a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_ba914557ae9f0bda.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_ba914557ae9f0bda +-- problem_id: v2p_n11_0b862e4108efb1e6 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("22.011" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_beae9f8384f7354c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_beae9f8384f7354c.sql new file mode 100644 index 0000000000000000000000000000000000000000..8cf16da6419d865c4de64e769d17b5e622a0445b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_beae9f8384f7354c.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_beae9f8384f7354c +-- problem_id: v2p_n11_2cd26029abfef601 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("28.7967" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("16.0021" AS REAL) >= 24.73995 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_bef775df822ee4d2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_bef775df822ee4d2.sql new file mode 100644 index 0000000000000000000000000000000000000000..064244ffd144d3b7ff78c35c4cb55ab0a0abfb40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_bef775df822ee4d2.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_bef775df822ee4d2 +-- problem_id: v2p_n11_1a9ff290d89c4103 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "22.011", + NTILE(10) OVER (ORDER BY CAST("22.011" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "22.011" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("22.011" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c075c03678dfb086.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c075c03678dfb086.sql new file mode 100644 index 0000000000000000000000000000000000000000..474f81494d3f7483318d7ef124f933312abd463c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c075c03678dfb086.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_c075c03678dfb086 +-- problem_id: v2p_n11_7fcf35da4ea5803b +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("81.8828" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c11aafdc40427c8b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c11aafdc40427c8b.sql new file mode 100644 index 0000000000000000000000000000000000000000..10dc863b117ffc6cf02153055792fbeb2825c857 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c11aafdc40427c8b.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n11_c11aafdc40427c8b +-- problem_id: v2p_n11_8538188b7d85ecbc +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("28.7967" AS REAL)) AS total_measure + FROM "n11" + GROUP BY "g" +) +SELECT "g", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "g"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c15a5a9fb638449b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c15a5a9fb638449b.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f234f2583e53a0767149f99c44d7fb3cff38c4c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c15a5a9fb638449b.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n11_c15a5a9fb638449b +-- problem_id: v2p_n11_2ea6380a720173cf +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("27.7004" AS REAL) AS "27.7004", + ROW_NUMBER() OVER (ORDER BY CAST("27.7004" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n11" + WHERE CAST("28.7967" AS REAL) >= 70.12685 +) +SELECT AVG("27.7004") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c30e87d3419feec8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c30e87d3419feec8.sql new file mode 100644 index 0000000000000000000000000000000000000000..8607274a4d22213a01004ce4a72a5fe46ed01c69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c30e87d3419feec8.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n11_c30e87d3419feec8 +-- problem_id: v2p_n11_437908cc7e9b7597 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("2.6449" AS REAL)) AS total_measure + FROM "n11" + GROUP BY "g" +) +SELECT "g", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "g"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c495f0fe4d1a1c5a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c495f0fe4d1a1c5a.sql new file mode 100644 index 0000000000000000000000000000000000000000..d2928c98ebd00c81a11c9c3391d06e9624638570 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c495f0fe4d1a1c5a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_c495f0fe4d1a1c5a +-- problem_id: v2p_n11_2b463ad23de1678a +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("16.0021" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("22.011" AS REAL) >= 35.8441 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c4b44e1721ac2ad4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c4b44e1721ac2ad4.sql new file mode 100644 index 0000000000000000000000000000000000000000..4364252b03fe0ab393b5ea3986e8dfdaba13519d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c4b44e1721ac2ad4.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_c4b44e1721ac2ad4 +-- problem_id: v2p_n11_98872f078e7e6354 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("81.8828" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c638bb99975c9cb7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c638bb99975c9cb7.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb72bb618b7624cbb07c7e22d702b17a3eb4042f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c638bb99975c9cb7.sql @@ -0,0 +1,50 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_c638bb99975c9cb7 +-- problem_id: v2p_n11_9335a9494fc87040 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "g" AS "group_col", + CAST("27.7004" AS REAL) AS "measure_value" + FROM "n11" + WHERE "g" = 'g' + AND "27.7004" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure_value", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_value") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), +"quantiles" AS ( + SELECT + "group_col", + AVG("measure_value") AS "conditional_percentile" + FROM "ranked" + WHERE "rn" IN ( + CAST((0.9 * ("cnt" - 1)) + 1 AS INTEGER), + CAST((0.9 * ("cnt" - 1)) + 1 AS INTEGER) + 1 + ) + GROUP BY "group_col" +) +SELECT + "groups"."g", + "quantiles"."conditional_percentile" +FROM ( + SELECT DISTINCT "g" + FROM "n11" +) AS "groups" +LEFT JOIN "quantiles" + ON "groups"."g" = "quantiles"."group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c8724712647a9ef4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c8724712647a9ef4.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa092f3b581d84fbae5ba2b586866a971d932f45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c8724712647a9ef4.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_c8724712647a9ef4 +-- problem_id: v2p_n11_40f4cd905f22d005 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c9c21c42fe4ef698.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c9c21c42fe4ef698.sql new file mode 100644 index 0000000000000000000000000000000000000000..e7f0edba4d925cba96dd7ebd09f07211afb040e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c9c21c42fe4ef698.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_c9c21c42fe4ef698 +-- problem_id: v2p_n11_eda58071a9b53f5a +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "g" AS "group_col", + CAST("-8.2027" AS REAL) AS "measure_val" + FROM "n11" + WHERE "g" = 'g' AND "-8.2027" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure_val", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_val") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +) +SELECT + "group_col" AS "g", + "measure_val" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c9f0855a99631fec.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c9f0855a99631fec.sql new file mode 100644 index 0000000000000000000000000000000000000000..231564354afbcd5359fb1a6cb11206d956cae20b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_c9f0855a99631fec.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_c9f0855a99631fec +-- problem_id: v2p_n11_ccfbdb2d4eb5287f +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.3918" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("40.092" AS REAL) >= 45.8841 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_caf87dc2ac156f55.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_caf87dc2ac156f55.sql new file mode 100644 index 0000000000000000000000000000000000000000..c5fe45c1d875c086f71cf6664de4537b2140455b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_caf87dc2ac156f55.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n11_caf87dc2ac156f55 +-- problem_id: v2p_n11_948a84fc81b216f6 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("28.7967" AS REAL) < 27.624092 THEN 'low' + WHEN CAST("28.7967" AS REAL) < 54.689052 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("28.7967" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_cce6e3bdb57eee7b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_cce6e3bdb57eee7b.sql new file mode 100644 index 0000000000000000000000000000000000000000..ef8fe03e886cf83b7b2f7d2fb7ee245d0a5c3e2c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_cce6e3bdb57eee7b.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_cce6e3bdb57eee7b +-- problem_id: v2p_n11_235fcc85e8cb3c09 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("81.8828" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_cd2a29baf45ff788.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_cd2a29baf45ff788.sql new file mode 100644 index 0000000000000000000000000000000000000000..177a9974dda544c0ee995902563ddcb91a3c5299 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_cd2a29baf45ff788.sql @@ -0,0 +1,49 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_cd2a29baf45ff788 +-- problem_id: v2p_n11_83a135a4646d62c8 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "g" AS "group_col", + CAST("0.1982" AS REAL) AS "measure_col" + FROM "n11" + WHERE "g" = 'g' + AND "0.1982" IS NOT NULL +), "ranked" AS ( + SELECT + "group_col", + "measure_col", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_col") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), "targets" AS ( + SELECT + "group_col", + "measure_col", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "group_col" AS "g", + MAX(CASE WHEN "rn" = "target_rn" THEN "measure_col" END) AS "conditional_percentile" +FROM ( + SELECT + r."group_col", + r."measure_col", + r."rn", + r."cnt", + CAST(CEIL(0.95 * r."cnt") AS INTEGER) AS "target_rn" + FROM "ranked" r +) +GROUP BY "group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_cee8ce1fc7bc2b36.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_cee8ce1fc7bc2b36.sql new file mode 100644 index 0000000000000000000000000000000000000000..d5b2b581214c01c66c8b606cef4ce8aa664c6f59 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_cee8ce1fc7bc2b36.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_cee8ce1fc7bc2b36 +-- problem_id: v2p_n11_a60eedbe95363c38 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("0.3918" AS REAL) <= 0.5037 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_d21a2fbf0a6cc932.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_d21a2fbf0a6cc932.sql new file mode 100644 index 0000000000000000000000000000000000000000..a51e631071491d137021761f3c1bcdb518b57ad8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_d21a2fbf0a6cc932.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_d21a2fbf0a6cc932 +-- problem_id: v2p_n11_c8d453cd36d9ae17 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "28.7967", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "28.7967" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_d2b36028c3c08897.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_d2b36028c3c08897.sql new file mode 100644 index 0000000000000000000000000000000000000000..c722035de4a22236763d2ec9c87eaea66fc52721 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_d2b36028c3c08897.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_d2b36028c3c08897 +-- problem_id: v2p_n11_e14b36cbe598176b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.1982", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "0.1982" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_d43bc69dab6a9cfa.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_d43bc69dab6a9cfa.sql new file mode 100644 index 0000000000000000000000000000000000000000..e2cb848371240dac91de2017b40e087962aff7ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_d43bc69dab6a9cfa.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_d43bc69dab6a9cfa +-- problem_id: v2p_n11_561b949071a50e23 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_d5e1663d7ad359c4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_d5e1663d7ad359c4.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ad78a48a58bc2c1d148e70e898678a97b3fdeaa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_d5e1663d7ad359c4.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n11_d5e1663d7ad359c4 +-- problem_id: v2p_n11_ea7449c73e6a25dc +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("0.1982" AS REAL) AS "0.1982", + ROW_NUMBER() OVER (ORDER BY CAST("0.1982" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n11" + WHERE CAST("0.3918" AS REAL) >= 0.5037 +) +SELECT AVG("0.1982") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_d68e300529fbe5b4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_d68e300529fbe5b4.sql new file mode 100644 index 0000000000000000000000000000000000000000..f40137feb33bae1df9ad51b2db040c8d33fbeecf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_d68e300529fbe5b4.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n11_d68e300529fbe5b4 +-- problem_id: v2p_n11_ca93b5e95e7629ee +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("28.7967" AS REAL)) AS total_measure + FROM "n11" + GROUP BY "g" +) +SELECT "g", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "g"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_d8744d8dfbf1b087.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_d8744d8dfbf1b087.sql new file mode 100644 index 0000000000000000000000000000000000000000..58609ee4e8084516b6c1871dcf6639b7efd19da2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_d8744d8dfbf1b087.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_d8744d8dfbf1b087 +-- problem_id: v2p_n11_1fea60dcca7d0cd6 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "22.011", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "22.011" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_d8bd83dd0a7c95cc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_d8bd83dd0a7c95cc.sql new file mode 100644 index 0000000000000000000000000000000000000000..c1c587f9cbe75efae71cf2844e98f9db4a051fe6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_d8bd83dd0a7c95cc.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_d8bd83dd0a7c95cc +-- problem_id: v2p_n11_56b8a9fa841eea32 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.1982" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("81.8828" AS REAL) >= 240.56455 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_db811986e9c1b3b0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_db811986e9c1b3b0.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b73be0072dd6797a8f440b70c439e2dfe75bb21 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_db811986e9c1b3b0.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_db811986e9c1b3b0 +-- problem_id: v2p_n11_58d6aa99734b753f +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "0.1982", + NTILE(10) OVER (ORDER BY CAST("0.1982" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "0.1982" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("0.1982" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_dcc9f5cacb1eb2fa.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_dcc9f5cacb1eb2fa.sql new file mode 100644 index 0000000000000000000000000000000000000000..622a513a726218260e9a016878bd6fd7dcbbbdd2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_dcc9f5cacb1eb2fa.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_dcc9f5cacb1eb2fa +-- problem_id: v2p_n11_3d469d638d7fa658 +-- realization_mode: agent +-- source_kind: agent +WITH filtered AS ( + SELECT + "g" AS group_col, + CAST("2.6449" AS REAL) AS measure_val + FROM "n11" + WHERE "g" = 'h' + AND "2.6449" IS NOT NULL +), ranked AS ( + SELECT + group_col, + measure_val, + ROW_NUMBER() OVER (PARTITION BY group_col ORDER BY measure_val) AS rn, + COUNT(*) OVER (PARTITION BY group_col) AS cnt + FROM filtered +) +SELECT + group_col AS "g", + measure_val AS conditional_percentile +FROM ranked +WHERE rn = CAST(CEIL(0.9 * cnt) AS INTEGER) +ORDER BY conditional_percentile DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_df50aa014dc3ffa9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_df50aa014dc3ffa9.sql new file mode 100644 index 0000000000000000000000000000000000000000..35c3e4dd424a27844207b1d491aa5246b710d555 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_df50aa014dc3ffa9.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_df50aa014dc3ffa9 +-- problem_id: v2p_n11_34a81b4621942943 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e00e199a70822ef6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e00e199a70822ef6.sql new file mode 100644 index 0000000000000000000000000000000000000000..cac563591b3fce826401e25da89fa16478666f7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e00e199a70822ef6.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_e00e199a70822ef6 +-- problem_id: v2p_n11_257b2852912f1ad6 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("28.7967" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e02603385e7467ac.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e02603385e7467ac.sql new file mode 100644 index 0000000000000000000000000000000000000000..59e25c1f8ff4c64b4e98e0f1a5d5ac49aaf45c57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e02603385e7467ac.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n11_e02603385e7467ac +-- problem_id: v2p_n11_404cde2d4cc263e5 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("0.1982" AS REAL)) AS total_measure + FROM "n11" + GROUP BY "g" +) +SELECT "g", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "g"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e28e74af7ca9a77f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e28e74af7ca9a77f.sql new file mode 100644 index 0000000000000000000000000000000000000000..13d9bd7cff49c9d90d621e3523be68e03aa73957 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e28e74af7ca9a77f.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_e28e74af7ca9a77f +-- problem_id: v2p_n11_5baf937496d61ade +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "28.7967", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "28.7967" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e344d1731b87f653.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e344d1731b87f653.sql new file mode 100644 index 0000000000000000000000000000000000000000..7e28afe3d2f641a30564ec5408127ae4e982c822 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e344d1731b87f653.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_e344d1731b87f653 +-- problem_id: v2p_n11_68875cddcfc25efb +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e35c12ba6bf9657c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e35c12ba6bf9657c.sql new file mode 100644 index 0000000000000000000000000000000000000000..f8f249a3ca20b1bbd250e77bf160de692f697ab9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e35c12ba6bf9657c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_e35c12ba6bf9657c +-- problem_id: v2p_n11_a14e37a15907b7f1 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "16.0021", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "16.0021" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e3b29f4efd1bed57.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e3b29f4efd1bed57.sql new file mode 100644 index 0000000000000000000000000000000000000000..7dab438d6cc94e42579cb192d87e40d41b8e7ece --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e3b29f4efd1bed57.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_e3b29f4efd1bed57 +-- problem_id: v2p_n11_ec67087fee55b603 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("-8.2027" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e3db97ca969731fe.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e3db97ca969731fe.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb6b186371eee9a71a9ecc527c749b75aebff20e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e3db97ca969731fe.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_e3db97ca969731fe +-- problem_id: v2p_n11_193c949aee11a50b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "-8.2027", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "-8.2027" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e4ecd337d45a1eac.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e4ecd337d45a1eac.sql new file mode 100644 index 0000000000000000000000000000000000000000..bbf654ceec5e107da68816169e709c22bec12a1f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e4ecd337d45a1eac.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_e4ecd337d45a1eac +-- problem_id: v2p_n11_73c8f170c9244948 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "g" AS "group_col", + CAST("0.3918" AS REAL) AS "measure_col" + FROM "n11" + WHERE "g" = 'g' +), "ranked" AS ( + SELECT + "group_col", + "measure_col", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_col") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +) +SELECT + "group_col" AS "g", + MIN("measure_col") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST(("cnt" * 0.9) + 0.999999 AS INT) +GROUP BY "group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e944f042677037e1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e944f042677037e1.sql new file mode 100644 index 0000000000000000000000000000000000000000..d031d8ce8f849fbbf4e7efc8589614fd3961e112 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_e944f042677037e1.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n11_e944f042677037e1 +-- problem_id: v2p_n11_132ceb5c6f2d27e2 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("0.1982" AS REAL)) AS total_measure + FROM "n11" + GROUP BY "g" +) +SELECT "g", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "g"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_ea99fae6ec12fe98.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_ea99fae6ec12fe98.sql new file mode 100644 index 0000000000000000000000000000000000000000..f662183f9024670443382f2554993e649efc17a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_ea99fae6ec12fe98.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_ea99fae6ec12fe98 +-- problem_id: v2p_n11_068bb10a962fb7be +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "16.0021", + NTILE(10) OVER (ORDER BY CAST("16.0021" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "16.0021" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("16.0021" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_eb63c9a2e62d7b4e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_eb63c9a2e62d7b4e.sql new file mode 100644 index 0000000000000000000000000000000000000000..55eea76fb03ccd096b2042ca8da144659171b585 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_eb63c9a2e62d7b4e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_eb63c9a2e62d7b4e +-- problem_id: v2p_n11_9ca9a25f5a311e9e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "27.7004", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "27.7004" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_eb79dfdbe92d002c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_eb79dfdbe92d002c.sql new file mode 100644 index 0000000000000000000000000000000000000000..176c254a11cec7a4cb0c07d3926e8c45e8949fef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_eb79dfdbe92d002c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_eb79dfdbe92d002c +-- problem_id: v2p_n11_6021bab8890977eb +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("40.092" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_ebe3b1eb7a5750cf.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_ebe3b1eb7a5750cf.sql new file mode 100644 index 0000000000000000000000000000000000000000..642e4aa2e15a337cf8388f318a8dfbce9e84dd15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_ebe3b1eb7a5750cf.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_ebe3b1eb7a5750cf +-- problem_id: v2p_n11_2424d9a3d97ee649 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "22.011", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "22.011" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_ed99026173e2b537.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_ed99026173e2b537.sql new file mode 100644 index 0000000000000000000000000000000000000000..5ef6a8e97e53e6121be7f11a28ebf040ee6bd518 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_ed99026173e2b537.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_ed99026173e2b537 +-- problem_id: v2p_n11_a7d53315d3b9e757 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("16.0021" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("2.6449" AS REAL) >= 3.1016 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_f039d363eecce0b4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_f039d363eecce0b4.sql new file mode 100644 index 0000000000000000000000000000000000000000..da5db6312933802c12f269778051bfee56262b4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_f039d363eecce0b4.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_f039d363eecce0b4 +-- problem_id: v2p_n11_86674b9b504fbec3 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("28.7967" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_f2a50a93433ba916.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_f2a50a93433ba916.sql new file mode 100644 index 0000000000000000000000000000000000000000..4306960d9ff631144a94e7d7814449399659b522 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_f2a50a93433ba916.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_f2a50a93433ba916 +-- problem_id: v2p_n11_65026dc817329a2f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "40.092", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "40.092" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_f3e8e7aba8cab578.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_f3e8e7aba8cab578.sql new file mode 100644 index 0000000000000000000000000000000000000000..d1a6fb9b65f6cf478e78e8d4bc824f47da45adb9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_f3e8e7aba8cab578.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_f3e8e7aba8cab578 +-- problem_id: v2p_n11_94d8a322371511f2 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_f587f40f2a7ac118.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_f587f40f2a7ac118.sql new file mode 100644 index 0000000000000000000000000000000000000000..2cf7f3359761711abb5f2357aeb492bcc91ccbc7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_f587f40f2a7ac118.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_f587f40f2a7ac118 +-- problem_id: v2p_n11_1d5f132017d95718 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("40.092" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_f846993d4dfc95fa.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_f846993d4dfc95fa.sql new file mode 100644 index 0000000000000000000000000000000000000000..cf49d97cc201aa76f331f728625f56ce3eda857c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_f846993d4dfc95fa.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_f846993d4dfc95fa +-- problem_id: v2p_n11_ed87376dd1d5a7d1 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_f8ad1e5939c8a0bb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_f8ad1e5939c8a0bb.sql new file mode 100644 index 0000000000000000000000000000000000000000..8f0cbe21fc1cceb4059e3c6b148b1a760cb18ce7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_f8ad1e5939c8a0bb.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_f8ad1e5939c8a0bb +-- problem_id: v2p_n11_746c0f5916d30ae5 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("0.1982" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_f8fcef7c7a097003.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_f8fcef7c7a097003.sql new file mode 100644 index 0000000000000000000000000000000000000000..904b7a6a1293c047d156a9c03849bc335edf5151 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_f8fcef7c7a097003.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_f8fcef7c7a097003 +-- problem_id: v2p_n11_544c66e51513ef4f +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("81.8828" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_fab6e303d3d97424.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_fab6e303d3d97424.sql new file mode 100644 index 0000000000000000000000000000000000000000..ffb6486cfeb629f39f94314a70a5221167370050 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_fab6e303d3d97424.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_fab6e303d3d97424 +-- problem_id: v2p_n11_c1f7c140bfc37097 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "2.6449", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "2.6449" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_fb117c410e9cb159.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_fb117c410e9cb159.sql new file mode 100644 index 0000000000000000000000000000000000000000..18f468e17153ff99bfdcc0c182102602138b2bb1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_fb117c410e9cb159.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n11_fb117c410e9cb159 +-- problem_id: v2p_n11_5c3b889556a4c7d1 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", SUM(CAST("2.6449" AS REAL)) AS total_measure + FROM "n11" + GROUP BY "g" +) +SELECT "g", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "g"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_fbd803534de4f28d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_fbd803534de4f28d.sql new file mode 100644 index 0000000000000000000000000000000000000000..8bed23d3c27c9af923c9497e4f88cf207c738c04 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_fbd803534de4f28d.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_fbd803534de4f28d +-- problem_id: v2p_n11_d967bd100fe27fbc +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("22.011" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_fca4afc23d01edf9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_fca4afc23d01edf9.sql new file mode 100644 index 0000000000000000000000000000000000000000..9156f2bf66ffcf28bd3780d9857f4dd96a1905fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_fca4afc23d01edf9.sql @@ -0,0 +1,47 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_fca4afc23d01edf9 +-- problem_id: v2p_n11_eb367d71bd8df43f +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "g" AS "group_col", + CAST("22.011" AS REAL) AS "measure" + FROM "n11" + WHERE "g" = 'h' + AND "22.011" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), +"per_group" AS ( + SELECT + "group_col", + AVG("measure") AS "conditional_percentile" + FROM "ranked" + WHERE "rn" IN ( + CAST(CEIL(0.9 * "cnt") AS INTEGER), + CAST(FLOOR(0.9 * "cnt") AS INTEGER) + ) + GROUP BY "group_col" +) +SELECT + "g"."g", + "per_group"."conditional_percentile" +FROM (SELECT DISTINCT "g" FROM "n11") AS "g" +LEFT JOIN "per_group" + ON "g"."g" = "per_group"."group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_fe40fc422300ebdf.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_fe40fc422300ebdf.sql new file mode 100644 index 0000000000000000000000000000000000000000..d3b0de0bc539021484e957ea7acb04bac68b4452 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_a/n11/sql/v2q_n11_fe40fc422300ebdf.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n11_fe40fc422300ebdf +-- problem_id: v2p_n11_99af46e6d4a2c82c +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("0.1982" AS REAL)) AS avg_measure +FROM "n11" +GROUP BY "g" +ORDER BY avg_measure DESC;